diff options
| author | Kevin <TheDukeofErl@users.noreply.github.com> | 2022-05-23 17:38:06 -0500 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2022-05-23 17:38:06 -0500 |
| commit | 32953ba47bcd40ed6ba4aeb26671889ac1279c20 (patch) | |
| tree | 623a201431ee28f6ddc8989726f78d6c027452ac | |
| parent | d838ba0e5fd8bf6fdda97196a9ad510e9dfbc7c8 (diff) | |
| parent | 9f5cfdfc793e60c020e2beb85c6846387400f1ac (diff) | |
Merge branch 'noisetorch:master' into remove-patreon
35 files changed, 35 insertions, 15419 deletions
diff --git a/.editorconfig b/.editorconfig new file mode 100644 index 0000000..d2f80c7 --- /dev/null +++ b/.editorconfig @@ -0,0 +1,15 @@ +# EditorConfig is awesome: https://EditorConfig.org + +# top-most EditorConfig file +root = true + +# Unix-style newlines with a newline ending every file +[*] +end_of_line = lf +insert_final_newline = true +indent_style = space +indent_size = 4 +charset = utf-8 + +[{*.go,Makefile}] +indent_style = tab @@ -1,2 +1,5 @@ bin/ licenses.go +.vscode +*.sublime-workspace +*.sublime-project diff --git a/.gitmodules b/.gitmodules index e69de29..c177ae7 100644 --- a/.gitmodules +++ b/.gitmodules @@ -0,0 +1,6 @@ +[submodule "c/rnnoise"] + path = c/rnnoise + url = https://github.com/noisetorch/rnnoise +[submodule "c/c-ringbuf"] + path = c/c-ringbuf + url = https://github.com/noisetorch/c-ringbuf @@ -27,4 +27,5 @@ release: rnnoise go run scripts/signer.go -s git describe --tags > bin/version.txt rnnoise: + git submodule update --init --recursive $(MAKE) -C c/ladspa @@ -1,9 +1,9 @@ - <img src="https://raw.githubusercontent.com/lawl/NoiseTorch/master/assets/icon/noisetorch.png" width="100" height="100"> + <img src="https://raw.githubusercontent.com/noisetorch/NoiseTorch/master/assets/icon/noisetorch.png" width="100" height="100"> # NoiseTorch [](https://www.gnu.org/licenses/gpl-3.0) -[](https://github.com/lawl/NoiseTorch/releases) +[](https://github.com/noisetorch/NoiseTorch/releases) ## Probable insecurity / remove NoiseTorch diff --git a/c/c-ringbuf b/c/c-ringbuf new file mode 160000 +Subproject 2037560fb90dea5d2538611d983964d790bdbac diff --git a/c/ladspa/Makefile b/c/ladspa/Makefile index 8571d21..13372e6 100644 --- a/c/ladspa/Makefile +++ b/c/ladspa/Makefile @@ -1,3 +1,3 @@ -default: - $(CC) -Wall -Werror -O2 -c -fPIC ../ringbuf.c ../rnnoise/*.c module.c +default: + $(CC) -I ../rnnoise/include -Wall -Werror -O2 -c -fPIC ../c-ringbuf/ringbuf.c ../rnnoise/src/*.c module.c $(CC) -o rnnoise_ladspa.so *.o -shared -Wl,--version-script=export.txt -lm diff --git a/c/ladspa/module.c b/c/ladspa/module.c index bc3886d..980ecda 100644 --- a/c/ladspa/module.c +++ b/c/ladspa/module.c @@ -11,8 +11,8 @@ #include "ladspa.h" #include "utils.h" -#include "../ringbuf.h" -#include "../rnnoise/rnnoise.h" +#include "../c-ringbuf/ringbuf.h" +#include "../rnnoise/include/rnnoise.h" #define SF_INPUT 0 #define SF_OUTPUT 1 diff --git a/c/ringbuf.c b/c/ringbuf.c deleted file mode 100644 index b18ddb6..0000000 --- a/c/ringbuf.c +++ /dev/null @@ -1,347 +0,0 @@ -/* - * ringbuf.c - C ring buffer (FIFO) implementation. - * - * Written in 2011 by Drew Hess <dhess-src@bothan.net>. - * - * To the extent possible under law, the author(s) have dedicated all - * copyright and related and neighboring rights to this software to - * the public domain worldwide. This software is distributed without - * any warranty. - * - * You should have received a copy of the CC0 Public Domain Dedication - * along with this software. If not, see - * <http://creativecommons.org/publicdomain/zero/1.0/>. - */ - -#include "ringbuf.h" - -#include <stdint.h> -#include <stdlib.h> -#include <string.h> -#include <sys/types.h> -#include <unistd.h> -#include <sys/param.h> -#include <assert.h> - -/* - * The code is written for clarity, not cleverness or performance, and - * contains many assert()s to enforce invariant assumptions and catch - * bugs. Feel free to optimize the code and to remove asserts for use - * in your own projects, once you're comfortable that it functions as - * intended. - */ - -struct ringbuf_t -{ - uint8_t *buf; - uint8_t *head, *tail; - size_t size; -}; - -ringbuf_t -ringbuf_new(size_t capacity) -{ - ringbuf_t rb = malloc(sizeof(struct ringbuf_t)); - if (rb) { - - /* One byte is used for detecting the full condition. */ - rb->size = capacity + 1; - rb->buf = malloc(rb->size); - if (rb->buf) - ringbuf_reset(rb); - else { - free(rb); - return 0; - } - } - return rb; -} - -size_t -ringbuf_buffer_size(const struct ringbuf_t *rb) -{ - return rb->size; -} - -void -ringbuf_reset(ringbuf_t rb) -{ - rb->head = rb->tail = rb->buf; -} - -void -ringbuf_free(ringbuf_t *rb) -{ - assert(rb && *rb); - free((*rb)->buf); - free(*rb); - *rb = 0; -} - -size_t -ringbuf_capacity(const struct ringbuf_t *rb) -{ - return ringbuf_buffer_size(rb) - 1; -} - -/* - * Return a pointer to one-past-the-end of the ring buffer's - * contiguous buffer. You shouldn't normally need to use this function - * unless you're writing a new ringbuf_* function. - */ -static const uint8_t * -ringbuf_end(const struct ringbuf_t *rb) -{ - return rb->buf + ringbuf_buffer_size(rb); -} - -size_t -ringbuf_bytes_free(const struct ringbuf_t *rb) -{ - if (rb->head >= rb->tail) - return ringbuf_capacity(rb) - (rb->head - rb->tail); - else - return rb->tail - rb->head - 1; -} - -size_t -ringbuf_bytes_used(const struct ringbuf_t *rb) -{ - return ringbuf_capacity(rb) - ringbuf_bytes_free(rb); -} - -int -ringbuf_is_full(const struct ringbuf_t *rb) -{ - return ringbuf_bytes_free(rb) == 0; -} - -int -ringbuf_is_empty(const struct ringbuf_t *rb) -{ - return ringbuf_bytes_free(rb) == ringbuf_capacity(rb); -} - -const void * -ringbuf_tail(const struct ringbuf_t *rb) -{ - return rb->tail; -} - -const void * -ringbuf_head(const struct ringbuf_t *rb) -{ - return rb->head; -} - -/* - * Given a ring buffer rb and a pointer to a location within its - * contiguous buffer, return the a pointer to the next logical - * location in the ring buffer. - */ -static uint8_t * -ringbuf_nextp(ringbuf_t rb, const uint8_t *p) -{ - /* - * The assert guarantees the expression (++p - rb->buf) is - * non-negative; therefore, the modulus operation is safe and - * portable. - */ - assert((p >= rb->buf) && (p < ringbuf_end(rb))); - return rb->buf + ((++p - rb->buf) % ringbuf_buffer_size(rb)); -} - -size_t -ringbuf_findchr(const struct ringbuf_t *rb, int c, size_t offset) -{ - const uint8_t *bufend = ringbuf_end(rb); - size_t bytes_used = ringbuf_bytes_used(rb); - if (offset >= bytes_used) - return bytes_used; - - const uint8_t *start = rb->buf + - (((rb->tail - rb->buf) + offset) % ringbuf_buffer_size(rb)); - assert(bufend > start); - size_t n = MIN(bufend - start, bytes_used - offset); - const uint8_t *found = memchr(start, c, n); - if (found) - return offset + (found - start); - else - return ringbuf_findchr(rb, c, offset + n); -} - -size_t -ringbuf_memset(ringbuf_t dst, int c, size_t len) -{ - const uint8_t *bufend = ringbuf_end(dst); - size_t nwritten = 0; - size_t count = MIN(len, ringbuf_buffer_size(dst)); - int overflow = count > ringbuf_bytes_free(dst); - - while (nwritten != count) { - - /* don't copy beyond the end of the buffer */ - assert(bufend > dst->head); - size_t n = MIN(bufend - dst->head, count - nwritten); - memset(dst->head, c, n); - dst->head += n; - nwritten += n; - - /* wrap? */ - if (dst->head == bufend) - dst->head = dst->buf; - } - - if (overflow) { - dst->tail = ringbuf_nextp(dst, dst->head); - assert(ringbuf_is_full(dst)); - } - - return nwritten; -} - -void * -ringbuf_memcpy_into(ringbuf_t dst, const void *src, size_t count) -{ - const uint8_t *u8src = src; - const uint8_t *bufend = ringbuf_end(dst); - int overflow = count > ringbuf_bytes_free(dst); - size_t nread = 0; - - while (nread != count) { - /* don't copy beyond the end of the buffer */ - assert(bufend > dst->head); - size_t n = MIN(bufend - dst->head, count - nread); - memcpy(dst->head, u8src + nread, n); - dst->head += n; - nread += n; - - /* wrap? */ - if (dst->head == bufend) - dst->head = dst->buf; - } - - if (overflow) { - dst->tail = ringbuf_nextp(dst, dst->head); - assert(ringbuf_is_full(dst)); - } - - return dst->head; -} - -ssize_t -ringbuf_read(int fd, ringbuf_t rb, size_t count) -{ - const uint8_t *bufend = ringbuf_end(rb); - size_t nfree = ringbuf_bytes_free(rb); - - /* don't write beyond the end of the buffer */ - assert(bufend > rb->head); - count = MIN(bufend - rb->head, count); - ssize_t n = read(fd, rb->head, count); - if (n > 0) { - assert(rb->head + n <= bufend); - rb->head += n; - - /* wrap? */ - if (rb->head == bufend) - rb->head = rb->buf; - - /* fix up the tail pointer if an overflow occurred */ - if (n > nfree) { - rb->tail = ringbuf_nextp(rb, rb->head); - assert(ringbuf_is_full(rb)); - } - } - - return n; -} - -void * -ringbuf_memcpy_from(void *dst, ringbuf_t src, size_t count) -{ - size_t bytes_used = ringbuf_bytes_used(src); - if (count > bytes_used) - return 0; - - uint8_t *u8dst = dst; - const uint8_t *bufend = ringbuf_end(src); - size_t nwritten = 0; - while (nwritten != count) { - assert(bufend > src->tail); - size_t n = MIN(bufend - src->tail, count - nwritten); - memcpy(u8dst + nwritten, src->tail, n); - src->tail += n; - nwritten += n; - - /* wrap ? */ - if (src->tail == bufend) - src->tail = src->buf; - } - - assert(count + ringbuf_bytes_used(src) == bytes_used); - return src->tail; -} - -ssize_t -ringbuf_write(int fd, ringbuf_t rb, size_t count) -{ - size_t bytes_used = ringbuf_bytes_used(rb); - if (count > bytes_used) - return 0; - - const uint8_t *bufend = ringbuf_end(rb); - assert(bufend > rb->head); - count = MIN(bufend - rb->tail, count); - ssize_t n = write(fd, rb->tail, count); - if (n > 0) { - assert(rb->tail + n <= bufend); - rb->tail += n; - - /* wrap? */ - if (rb->tail == bufend) - rb->tail = rb->buf; - - assert(n + ringbuf_bytes_used(rb) == bytes_used); - } - - return n; -} - -void * -ringbuf_copy(ringbuf_t dst, ringbuf_t src, size_t count) -{ - size_t src_bytes_used = ringbuf_bytes_used(src); - if (count > src_bytes_used) - return 0; - int overflow = count > ringbuf_bytes_free(dst); - - const uint8_t *src_bufend = ringbuf_end(src); - const uint8_t *dst_bufend = ringbuf_end(dst); - size_t ncopied = 0; - while (ncopied != count) { - assert(src_bufend > src->tail); - size_t nsrc = MIN(src_bufend - src->tail, count - ncopied); - assert(dst_bufend > dst->head); - size_t n = MIN(dst_bufend - dst->head, nsrc); - memcpy(dst->head, src->tail, n); - src->tail += n; - dst->head += n; - ncopied += n; - - /* wrap ? */ - if (src->tail == src_bufend) - src->tail = src->buf; - if (dst->head == dst_bufend) - dst->head = dst->buf; - } - - assert(count + ringbuf_bytes_used(src) == src_bytes_used); - - if (overflow) { - dst->tail = ringbuf_nextp(dst, dst->head); - assert(ringbuf_is_full(dst)); - } - - return dst->head; -} diff --git a/c/ringbuf.h b/c/ringbuf.h deleted file mode 100644 index c72bfae..0000000 --- a/c/ringbuf.h +++ /dev/null @@ -1,243 +0,0 @@ -#ifndef INCLUDED_RINGBUF_H -#define INCLUDED_RINGBUF_H - -/* - * ringbuf.h - C ring buffer (FIFO) interface. - * - * Written in 2011 by Drew Hess <dhess-src@bothan.net>. - * - * To the extent possible under law, the author(s) have dedicated all - * copyright and related and neighboring rights to this software to - * the public domain worldwide. This software is distributed without - * any warranty. - * - * You should have received a copy of the CC0 Public Domain Dedication - * along with this software. If not, see - * <http://creativecommons.org/publicdomain/zero/1.0/>. - */ - -/* - * A byte-addressable ring buffer FIFO implementation. - * - * The ring buffer's head pointer points to the starting location - * where data should be written when copying data *into* the buffer - * (e.g., with ringbuf_read). The ring buffer's tail pointer points to - * the starting location where data should be read when copying data - * *from* the buffer (e.g., with ringbuf_write). - */ - -#include <stddef.h> -#include <sys/types.h> - -typedef struct ringbuf_t *ringbuf_t; - -/* - * Create a new ring buffer with the given capacity (usable - * bytes). Note that the actual internal buffer size may be one or - * more bytes larger than the usable capacity, for bookkeeping. - * - * Returns the new ring buffer object, or 0 if there's not enough - * memory to fulfill the request for the given capacity. - */ -ringbuf_t -ringbuf_new(size_t capacity); - -/* - * The size of the internal buffer, in bytes. One or more bytes may be - * unusable in order to distinguish the "buffer full" state from the - * "buffer empty" state. - * - * For the usable capacity of the ring buffer, use the - * ringbuf_capacity function. - */ -size_t -ringbuf_buffer_size(const struct ringbuf_t *rb); - -/* - * Deallocate a ring buffer, and, as a side effect, set the pointer to - * 0. - */ -void -ringbuf_free(ringbuf_t *rb); - -/* - * Reset a ring buffer to its initial state (empty). - */ -void -ringbuf_reset(ringbuf_t rb); - -/* - * The usable capacity of the ring buffer, in bytes. Note that this - * value may be less than the ring buffer's internal buffer size, as - * returned by ringbuf_buffer_size. - */ -size_t -ringbuf_capacity(const struct ringbuf_t *rb); - -/* - * The number of free/available bytes in the ring buffer. This value - * is never larger than the ring buffer's usable capacity. - */ -size_t -ringbuf_bytes_free(const struct ringbuf_t *rb); - -/* - * The number of bytes currently being used in the ring buffer. This - * value is never larger than the ring buffer's usable capacity. - */ -size_t -ringbuf_bytes_used(const struct ringbuf_t *rb); - -int -ringbuf_is_full(const struct ringbuf_t *rb); - -int -ringbuf_is_empty(const struct ringbuf_t *rb); - -/* - * Const access to the head and tail pointers of the ring buffer. - */ -const void * -ringbuf_tail(const struct ringbuf_t *rb); - -const void * -ringbuf_head(const struct ringbuf_t *rb); - -/* - * Locate the first occurrence of character c (converted to an - * unsigned char) in ring buffer rb, beginning the search at offset - * bytes from the ring buffer's tail pointer. The function returns the - * offset of the character from the ring buffer's tail pointer, if - * found. If c does not occur in the ring buffer, the function returns - * the number of bytes used in the ring buffer. - * - * Note that the offset parameter and the returned offset are logical - * offsets from the tail pointer, not necessarily linear offsets. - */ -size_t -ringbuf_findchr(const struct ringbuf_t *rb, int c, size_t offset); - -/* - * Beginning at ring buffer dst's head pointer, fill the ring buffer - * with a repeating sequence of len bytes, each of value c (converted - * to an unsigned char). len can be as large as you like, but the - * function will never write more than ringbuf_buffer_size(dst) bytes - * in a single invocation, since that size will cause all bytes in the - * ring buffer to be written exactly once each. - * - * Note that if len is greater than the number of free bytes in dst, - * the ring buffer will overflow. When an overflow occurs, the state - * of the ring buffer is guaranteed to be consistent, including the - * head and tail pointers; old data will simply be overwritten in FIFO - * fashion, as needed. However, note that, if calling the function - * results in an overflow, the value of the ring buffer's tail pointer - * may be different than it was before the function was called. - * - * Returns the actual number of bytes written to dst: len, if - * len < ringbuf_buffer_size(dst), else ringbuf_buffer_size(dst). - */ -size_t -ringbuf_memset(ringbuf_t dst, int c, size_t len); - -/* - * Copy n bytes from a contiguous memory area src into the ring buffer - * dst. Returns the ring buffer's new head pointer. - * - * It is possible to copy more data from src than is available in the - * buffer; i.e., it's possible to overflow the ring buffer using this - * function. When an overflow occurs, the state of the ring buffer is - * guaranteed to be consistent, including the head and tail pointers; - * old data will simply be overwritten in FIFO fashion, as - * needed. However, note that, if calling the function results in an - * overflow, the value of the ring buffer's tail pointer may be - * different than it was before the function was called. - */ -void * -ringbuf_memcpy_into(ringbuf_t dst, const void *src, size_t count); - -/* - * This convenience function calls read(2) on the file descriptor fd, - * using the ring buffer rb as the destination buffer for the read, - * and returns the value returned by read(2). It will only call - * read(2) once, and may return a short count. - * - * It is possible to read more data from the file descriptor than is - * available in the buffer; i.e., it's possible to overflow the ring - * buffer using this function. When an overflow occurs, the state of - * the ring buffer is guaranteed to be consistent, including the head - * and tail pointers: old data will simply be overwritten in FIFO - * fashion, as needed. However, note that, if calling the function - * results in an overflow, the value of the ring buffer's tail pointer - * may be different than it was before the function was called. - */ -ssize_t -ringbuf_read(int fd, ringbuf_t rb, size_t count); - -/* - * Copy n bytes from the ring buffer src, starting from its tail - * pointer, into a contiguous memory area dst. Returns the value of - * src's tail pointer after the copy is finished. - * - * Note that this copy is destructive with respect to the ring buffer: - * the n bytes copied from the ring buffer are no longer available in - * the ring buffer after the copy is complete, and the ring buffer - * will have n more free bytes than it did before the function was - * called. - * - * This function will *not* allow the ring buffer to underflow. If - * count is greater than the number of bytes used in the ring buffer, - * no bytes are copied, and the function will return 0. - */ -void * -ringbuf_memcpy_from(void *dst, ringbuf_t src, size_t count); - -/* - * This convenience function calls write(2) on the file descriptor fd, - * using the ring buffer rb as the source buffer for writing (starting - * at the ring buffer's tail pointer), and returns the value returned - * by write(2). It will only call write(2) once, and may return a - * short count. - * - * Note that this copy is destructive with respect to the ring buffer: - * any bytes written from the ring buffer to the file descriptor are - * no longer available in the ring buffer after the copy is complete, - * and the ring buffer will have N more free bytes than it did before - * the function was called, where N is the value returned by the - * function (unless N is < 0, in which case an error occurred and no - * bytes were written). - * - * This function will *not* allow the ring buffer to underflow. If - * count is greater than the number of bytes used in the ring buffer, - * no bytes are written to the file descriptor, and the function will - * return 0. - */ -ssize_t -ringbuf_write(int fd, ringbuf_t rb, size_t count); - -/* - * Copy count bytes from ring buffer src, starting from its tail - * pointer, into ring buffer dst. Returns dst's new head pointer after - * the copy is finished. - * - * Note that this copy is destructive with respect to the ring buffer - * src: any bytes copied from src into dst are no longer available in - * src after the copy is complete, and src will have 'count' more free - * bytes than it did before the function was called. - * - * It is possible to copy more data from src than is available in dst; - * i.e., it's possible to overflow dst using this function. When an - * overflow occurs, the state of dst is guaranteed to be consistent, - * including the head and tail pointers; old data will simply be - * overwritten in FIFO fashion, as needed. However, note that, if - * calling the function results in an overflow, the value dst's tail - * pointer may be different than it was before the function was - * called. - * - * It is *not* possible to underflow src; if count is greater than the - * number of bytes used in src, no bytes are copied, and the function - * returns 0. - */ -void * -ringbuf_copy(ringbuf_t dst, ringbuf_t src, size_t count); - -#endif /* INCLUDED_RINGBUF_H */ diff --git a/c/rnnoise b/c/rnnoise new file mode 160000 +Subproject 1cbdbcf1283499bbb2230a6b0f126eb9b236def diff --git a/c/rnnoise/LICENSE b/c/rnnoise/LICENSE deleted file mode 100644 index 90a447f..0000000 --- a/c/rnnoise/LICENSE +++ /dev/null @@ -1,31 +0,0 @@ -Copyright (c) 2017, Mozilla -Copyright (c) 2007-2017, Jean-Marc Valin -Copyright (c) 2005-2017, Xiph.Org Foundation -Copyright (c) 2003-2004, Mark Borgerding - -Redistribution and use in source and binary forms, with or without -modification, are permitted provided that the following conditions -are met: - -- Redistributions of source code must retain the above copyright -notice, this list of conditions and the following disclaimer. - -- Redistributions in binary form must reproduce the above copyright -notice, this list of conditions and the following disclaimer in the -documentation and/or other materials provided with the distribution. - -- Neither the name of the Xiph.Org Foundation nor the names of its -contributors may be used to endorse or promote products derived from -this software without specific prior written permission. - -THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS -``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT -LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR -A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE FOUNDATION -OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, -SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT -LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, -DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY -THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT -(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE -OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
\ No newline at end of file diff --git a/c/rnnoise/_kiss_fft_guts.h b/c/rnnoise/_kiss_fft_guts.h deleted file mode 100644 index 17392b3..0000000 --- a/c/rnnoise/_kiss_fft_guts.h +++ /dev/null @@ -1,182 +0,0 @@ -/*Copyright (c) 2003-2004, Mark Borgerding - - All rights reserved. - - Redistribution and use in source and binary forms, with or without - modification, are permitted provided that the following conditions are met: - - * Redistributions of source code must retain the above copyright notice, - this list of conditions and the following disclaimer. - * Redistributions in binary form must reproduce the above copyright notice, - this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. - - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" - AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE - IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE - ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE - LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR - CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF - SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS - INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN - CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) - ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE - POSSIBILITY OF SUCH DAMAGE.*/ - -#ifndef KISS_FFT_GUTS_H -#define KISS_FFT_GUTS_H - -#define MIN(a,b) ((a)<(b) ? (a):(b)) -#define MAX(a,b) ((a)>(b) ? (a):(b)) - -/* kiss_fft.h - defines kiss_fft_scalar as either short or a float type - and defines - typedef struct { kiss_fft_scalar r; kiss_fft_scalar i; }kiss_fft_cpx; */ -#include "kiss_fft.h" - -/* - Explanation of macros dealing with complex math: - - C_MUL(m,a,b) : m = a*b - C_FIXDIV( c , div ) : if a fixed point impl., c /= div. noop otherwise - C_SUB( res, a,b) : res = a - b - C_SUBFROM( res , a) : res -= a - C_ADDTO( res , a) : res += a - * */ -#ifdef FIXED_POINT -#include "arch.h" - - -#define SAMP_MAX 2147483647 -#define TWID_MAX 32767 -#define TRIG_UPSCALE 1 - -#define SAMP_MIN -SAMP_MAX - - -# define S_MUL(a,b) MULT16_32_Q15(b, a) - -# define C_MUL(m,a,b) \ - do{ (m).r = SUB32_ovflw(S_MUL((a).r,(b).r) , S_MUL((a).i,(b).i)); \ - (m).i = ADD32_ovflw(S_MUL((a).r,(b).i) , S_MUL((a).i,(b).r)); }while(0) - -# define C_MULC(m,a,b) \ - do{ (m).r = ADD32_ovflw(S_MUL((a).r,(b).r) , S_MUL((a).i,(b).i)); \ - (m).i = SUB32_ovflw(S_MUL((a).i,(b).r) , S_MUL((a).r,(b).i)); }while(0) - -# define C_MULBYSCALAR( c, s ) \ - do{ (c).r = S_MUL( (c).r , s ) ;\ - (c).i = S_MUL( (c).i , s ) ; }while(0) - -# define DIVSCALAR(x,k) \ - (x) = S_MUL( x, (TWID_MAX-((k)>>1))/(k)+1 ) - -# define C_FIXDIV(c,div) \ - do { DIVSCALAR( (c).r , div); \ - DIVSCALAR( (c).i , div); }while (0) - -#define C_ADD( res, a,b)\ - do {(res).r=ADD32_ovflw((a).r,(b).r); (res).i=ADD32_ovflw((a).i,(b).i); \ - }while(0) -#define C_SUB( res, a,b)\ - do {(res).r=SUB32_ovflw((a).r,(b).r); (res).i=SUB32_ovflw((a).i,(b).i); \ - }while(0) -#define C_ADDTO( res , a)\ - do {(res).r = ADD32_ovflw((res).r, (a).r); (res).i = ADD32_ovflw((res).i,(a).i);\ - }while(0) - -#define C_SUBFROM( res , a)\ - do {(res).r = ADD32_ovflw((res).r,(a).r); (res).i = SUB32_ovflw((res).i,(a).i); \ - }while(0) - -#if defined(OPUS_ARM_INLINE_ASM) -#include "arm/kiss_fft_armv4.h" -#endif - -#if defined(OPUS_ARM_INLINE_EDSP) -#include "arm/kiss_fft_armv5e.h" -#endif -#if defined(MIPSr1_ASM) -#include "mips/kiss_fft_mipsr1.h" -#endif - -#else /* not FIXED_POINT*/ - -# define S_MUL(a,b) ( (a)*(b) ) -#define C_MUL(m,a,b) \ - do{ (m).r = (a).r*(b).r - (a).i*(b).i;\ - (m).i = (a).r*(b).i + (a).i*(b).r; }while(0) -#define C_MULC(m,a,b) \ - do{ (m).r = (a).r*(b).r + (a).i*(b).i;\ - (m).i = (a).i*(b).r - (a).r*(b).i; }while(0) - -#define C_MUL4(m,a,b) C_MUL(m,a,b) - -# define C_FIXDIV(c,div) /* NOOP */ -# define C_MULBYSCALAR( c, s ) \ - do{ (c).r *= (s);\ - (c).i *= (s); }while(0) -#endif - -#ifndef CHECK_OVERFLOW_OP -# define CHECK_OVERFLOW_OP(a,op,b) /* noop */ -#endif - -#ifndef C_ADD -#define C_ADD( res, a,b)\ - do { \ - CHECK_OVERFLOW_OP((a).r,+,(b).r)\ - CHECK_OVERFLOW_OP((a).i,+,(b).i)\ - (res).r=(a).r+(b).r; (res).i=(a).i+(b).i; \ - }while(0) -#define C_SUB( res, a,b)\ - do { \ - CHECK_OVERFLOW_OP((a).r,-,(b).r)\ - CHECK_OVERFLOW_OP((a).i,-,(b).i)\ - (res).r=(a).r-(b).r; (res).i=(a).i-(b).i; \ - }while(0) -#define C_ADDTO( res , a)\ - do { \ - CHECK_OVERFLOW_OP((res).r,+,(a).r)\ - CHECK_OVERFLOW_OP((res).i,+,(a).i)\ - (res).r += (a).r; (res).i += (a).i;\ - }while(0) - -#define C_SUBFROM( res , a)\ - do {\ - CHECK_OVERFLOW_OP((res).r,-,(a).r)\ - CHECK_OVERFLOW_OP((res).i,-,(a).i)\ - (res).r -= (a).r; (res).i -= (a).i; \ - }while(0) -#endif /* C_ADD defined */ - -#ifdef FIXED_POINT -/*# define KISS_FFT_COS(phase) TRIG_UPSCALE*floor(MIN(32767,MAX(-32767,.5+32768 * cos (phase)))) -# define KISS_FFT_SIN(phase) TRIG_UPSCALE*floor(MIN(32767,MAX(-32767,.5+32768 * sin (phase))))*/ -# define KISS_FFT_COS(phase) floor(.5+TWID_MAX*cos (phase)) -# define KISS_FFT_SIN(phase) floor(.5+TWID_MAX*sin (phase)) -# define HALF_OF(x) ((x)>>1) -#elif defined(USE_SIMD) -# define KISS_FFT_COS(phase) _mm_set1_ps( cos(phase) ) -# define KISS_FFT_SIN(phase) _mm_set1_ps( sin(phase) ) -# define HALF_OF(x) ((x)*_mm_set1_ps(.5f)) -#else -# define KISS_FFT_COS(phase) (kiss_fft_scalar) cos(phase) -# define KISS_FFT_SIN(phase) (kiss_fft_scalar) sin(phase) -# define HALF_OF(x) ((x)*.5f) -#endif - -#define kf_cexp(x,phase) \ - do{ \ - (x)->r = KISS_FFT_COS(phase);\ - (x)->i = KISS_FFT_SIN(phase);\ - }while(0) - -#define kf_cexp2(x,phase) \ - do{ \ - (x)->r = TRIG_UPSCALE*celt_cos_norm((phase));\ - (x)->i = TRIG_UPSCALE*celt_cos_norm((phase)-32768);\ -}while(0) - -#endif /* KISS_FFT_GUTS_H */ diff --git a/c/rnnoise/arch.h b/c/rnnoise/arch.h deleted file mode 100644 index 52de623..0000000 --- a/c/rnnoise/arch.h +++ /dev/null @@ -1,261 +0,0 @@ -/* Copyright (c) 2003-2008 Jean-Marc Valin - Copyright (c) 2007-2008 CSIRO - Copyright (c) 2007-2009 Xiph.Org Foundation - Written by Jean-Marc Valin */ -/** - @file arch.h - @brief Various architecture definitions for CELT -*/ -/* - Redistribution and use in source and binary forms, with or without - modification, are permitted provided that the following conditions - are met: - - - Redistributions of source code must retain the above copyright - notice, this list of conditions and the following disclaimer. - - - Redistributions in binary form must reproduce the above copyright - notice, this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. - - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER - OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF - LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -*/ - -#ifndef ARCH_H -#define ARCH_H - -#include "opus_types.h" -#include "common.h" - -# if !defined(__GNUC_PREREQ) -# if defined(__GNUC__)&&defined(__GNUC_MINOR__) -# define __GNUC_PREREQ(_maj,_min) \ - ((__GNUC__<<16)+__GNUC_MINOR__>=((_maj)<<16)+(_min)) -# else -# define __GNUC_PREREQ(_maj,_min) 0 -# endif -# endif - -#define CELT_SIG_SCALE 32768.f - -#define celt_fatal(str) _celt_fatal(str, __FILE__, __LINE__); -#ifdef ENABLE_ASSERTIONS -#include <stdio.h> -#include <stdlib.h> -#ifdef __GNUC__ -__attribute__((noreturn)) -#endif -static OPUS_INLINE void _celt_fatal(const char *str, const char *file, int line) -{ - fprintf (stderr, "Fatal (internal) error in %s, line %d: %s\n", file, line, str); - abort(); -} -#define celt_assert(cond) {if (!(cond)) {celt_fatal("assertion failed: " #cond);}} -#define celt_assert2(cond, message) {if (!(cond)) {celt_fatal("assertion failed: " #cond "\n" message);}} -#else -#define celt_assert(cond) -#define celt_assert2(cond, message) -#endif - -#define IMUL32(a,b) ((a)*(b)) - -#define MIN16(a,b) ((a) < (b) ? (a) : (b)) /**< Minimum 16-bit value. */ -#define MAX16(a,b) ((a) > (b) ? (a) : (b)) /**< Maximum 16-bit value. */ -#define MIN32(a,b) ((a) < (b) ? (a) : (b)) /**< Minimum 32-bit value. */ -#define MAX32(a,b) ((a) > (b) ? (a) : (b)) /**< Maximum 32-bit value. */ -#define IMIN(a,b) ((a) < (b) ? (a) : (b)) /**< Minimum int value. */ -#define IMAX(a,b) ((a) > (b) ? (a) : (b)) /**< Maximum int value. */ -#define UADD32(a,b) ((a)+(b)) -#define USUB32(a,b) ((a)-(b)) - -/* Set this if opus_int64 is a native type of the CPU. */ -/* Assume that all LP64 architectures have fast 64-bit types; also x86_64 - (which can be ILP32 for x32) and Win64 (which is LLP64). */ -#if defined(__x86_64__) || defined(__LP64__) || defined(_WIN64) -#define OPUS_FAST_INT64 1 -#else -#define OPUS_FAST_INT64 0 -#endif - -#define PRINT_MIPS(file) - -#ifdef FIXED_POINT - -typedef opus_int16 opus_val16; -typedef opus_int32 opus_val32; -typedef opus_int64 opus_val64; - -typedef opus_val32 celt_sig; -typedef opus_val16 celt_norm; -typedef opus_val32 celt_ener; - -#define Q15ONE 32767 - -#define SIG_SHIFT 12 -/* Safe saturation value for 32-bit signals. Should be less than - 2^31*(1-0.85) to avoid blowing up on DC at deemphasis.*/ -#define SIG_SAT (300000000) - -#define NORM_SCALING 16384 - -#define DB_SHIFT 10 - -#define EPSILON 1 -#define VERY_SMALL 0 -#define VERY_LARGE16 ((opus_val16)32767) -#define Q15_ONE ((opus_val16)32767) - -#define SCALEIN(a) (a) -#define SCALEOUT(a) (a) - -#define ABS16(x) ((x) < 0 ? (-(x)) : (x)) -#define ABS32(x) ((x) < 0 ? (-(x)) : (x)) - -static OPUS_INLINE opus_int16 SAT16(opus_int32 x) { - return x > 32767 ? 32767 : x < -32768 ? -32768 : (opus_int16)x; -} - -#ifdef FIXED_DEBUG -#include "fixed_debug.h" -#else - -#include "fixed_generic.h" - -#ifdef OPUS_ARM_PRESUME_AARCH64_NEON_INTR -#include "arm/fixed_arm64.h" -#elif OPUS_ARM_INLINE_EDSP -#include "arm/fixed_armv5e.h" -#elif defined (OPUS_ARM_INLINE_ASM) -#include "arm/fixed_armv4.h" -#elif defined (BFIN_ASM) -#include "fixed_bfin.h" -#elif defined (TI_C5X_ASM) -#include "fixed_c5x.h" -#elif defined (TI_C6X_ASM) -#include "fixed_c6x.h" -#endif - -#endif - -#else /* FIXED_POINT */ - -typedef float opus_val16; -typedef float opus_val32; -typedef float opus_val64; - -typedef float celt_sig; -typedef float celt_norm; -typedef float celt_ener; - -#ifdef FLOAT_APPROX -/* This code should reliably detect NaN/inf even when -ffast-math is used. - Assumes IEEE 754 format. */ -static OPUS_INLINE int celt_isnan(float x) -{ - union {float f; opus_uint32 i;} in; - in.f = x; - return ((in.i>>23)&0xFF)==0xFF && (in.i&0x007FFFFF)!=0; -} -#else -#ifdef __FAST_MATH__ -#error Cannot build libopus with -ffast-math unless FLOAT_APPROX is defined. This could result in crashes on extreme (e.g. NaN) input -#endif -#define celt_isnan(x) ((x)!=(x)) -#endif - -#define Q15ONE 1.0f - -#define NORM_SCALING 1.f - -#define EPSILON 1e-15f -#define VERY_SMALL 1e-30f -#define VERY_LARGE16 1e15f -#define Q15_ONE ((opus_val16)1.f) - -/* This appears to be the same speed as C99's fabsf() but it's more portable. */ -#define ABS16(x) ((float)fabs(x)) -#define ABS32(x) ((float)fabs(x)) - -#define QCONST16(x,bits) (x) -#define QCONST32(x,bits) (x) - -#define NEG16(x) (-(x)) -#define NEG32(x) (-(x)) -#define NEG32_ovflw(x) (-(x)) -#define EXTRACT16(x) (x) -#define EXTEND32(x) (x) -#define SHR16(a,shift) (a) -#define SHL16(a,shift) (a) -#define SHR32(a,shift) (a) -#define SHL32(a,shift) (a) -#define PSHR32(a,shift) (a) -#define VSHR32(a,shift) (a) - -#define PSHR(a,shift) (a) -#define SHR(a,shift) (a) -#define SHL(a,shift) (a) -#define SATURATE(x,a) (x) -#define SATURATE16(x) (x) - -#define ROUND16(a,shift) (a) -#define SROUND16(a,shift) (a) -#define HALF16(x) (.5f*(x)) -#define HALF32(x) (.5f*(x)) - -#define ADD16(a,b) ((a)+(b)) -#define SUB16(a,b) ((a)-(b)) -#define ADD32(a,b) ((a)+(b)) -#define SUB32(a,b) ((a)-(b)) -#define ADD32_ovflw(a,b) ((a)+(b)) -#define SUB32_ovflw(a,b) ((a)-(b)) -#define MULT16_16_16(a,b) ((a)*(b)) -#define MULT16_16(a,b) ((opus_val32)(a)*(opus_val32)(b)) -#define MAC16_16(c,a,b) ((c)+(opus_val32)(a)*(opus_val32)(b)) - -#define MULT16_32_Q15(a,b) ((a)*(b)) -#define MULT16_32_Q16(a,b) ((a)*(b)) - -#define MULT32_32_Q31(a,b) ((a)*(b)) - -#define MAC16_32_Q15(c,a,b) ((c)+(a)*(b)) -#define MAC16_32_Q16(c,a,b) ((c)+(a)*(b)) - -#define MULT16_16_Q11_32(a,b) ((a)*(b)) -#define MULT16_16_Q11(a,b) ((a)*(b)) -#define MULT16_16_Q13(a,b) ((a)*(b)) -#define MULT16_16_Q14(a,b) ((a)*(b)) -#define MULT16_16_Q15(a,b) ((a)*(b)) -#define MULT16_16_P15(a,b) ((a)*(b)) -#define MULT16_16_P13(a,b) ((a)*(b)) -#define MULT16_16_P14(a,b) ((a)*(b)) -#define MULT16_32_P16(a,b) ((a)*(b)) - -#define DIV32_16(a,b) (((opus_val32)(a))/(opus_val16)(b)) -#define DIV32(a,b) (((opus_val32)(a))/(opus_val32)(b)) - -#define SCALEIN(a) ((a)*CELT_SIG_SCALE) -#define SCALEOUT(a) ((a)*(1/CELT_SIG_SCALE)) - -#define SIG2WORD16(x) (x) - -#endif /* !FIXED_POINT */ - -#ifndef GLOBAL_STACK_SIZE -#ifdef FIXED_POINT -#define GLOBAL_STACK_SIZE 120000 -#else -#define GLOBAL_STACK_SIZE 120000 -#endif -#endif - -#endif /* ARCH_H */ diff --git a/c/rnnoise/celt_lpc.c b/c/rnnoise/celt_lpc.c deleted file mode 100644 index 521351e..0000000 --- a/c/rnnoise/celt_lpc.c +++ /dev/null @@ -1,279 +0,0 @@ -/* Copyright (c) 2009-2010 Xiph.Org Foundation - Written by Jean-Marc Valin */ -/* - Redistribution and use in source and binary forms, with or without - modification, are permitted provided that the following conditions - are met: - - - Redistributions of source code must retain the above copyright - notice, this list of conditions and the following disclaimer. - - - Redistributions in binary form must reproduce the above copyright - notice, this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. - - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER - OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF - LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -*/ - -#ifdef HAVE_CONFIG_H -#include "config.h" -#endif - -#include "celt_lpc.h" -#include "arch.h" -#include "common.h" -#include "pitch.h" - -void _celt_lpc( - opus_val16 *_lpc, /* out: [0...p-1] LPC coefficients */ -const opus_val32 *ac, /* in: [0...p] autocorrelation values */ -int p -) -{ - int i, j; - opus_val32 r; - opus_val32 error = ac[0]; -#ifdef FIXED_POINT - opus_val32 lpc[LPC_ORDER]; -#else - float *lpc = _lpc; -#endif - - RNN_CLEAR(lpc, p); - if (ac[0] != 0) - { - for (i = 0; i < p; i++) { - /* Sum up this iteration's reflection coefficient */ - opus_val32 rr = 0; - for (j = 0; j < i; j++) - rr += MULT32_32_Q31(lpc[j],ac[i - j]); - rr += SHR32(ac[i + 1],3); - r = -SHL32(rr,3)/error; - /* Update LPC coefficients and total error */ - lpc[i] = SHR32(r,3); - for (j = 0; j < (i+1)>>1; j++) - { - opus_val32 tmp1, tmp2; - tmp1 = lpc[j]; - tmp2 = lpc[i-1-j]; - lpc[j] = tmp1 + MULT32_32_Q31(r,tmp2); - lpc[i-1-j] = tmp2 + MULT32_32_Q31(r,tmp1); - } - - error = error - MULT32_32_Q31(MULT32_32_Q31(r,r),error); - /* Bail out once we get 30 dB gain */ -#ifdef FIXED_POINT - if (error<SHR32(ac[0],10)) - break; -#else - if (error<.001f*ac[0]) - break; -#endif - } - } -#ifdef FIXED_POINT - for (i=0;i<p;i++) - _lpc[i] = ROUND16(lpc[i],16); -#endif -} - - -void celt_fir( - const opus_val16 *x, - const opus_val16 *num, - opus_val16 *y, - int N, - int ord) -{ - int i,j; - opus_val16 rnum[ord]; - for(i=0;i<ord;i++) - rnum[i] = num[ord-i-1]; - for (i=0;i<N-3;i+=4) - { - opus_val32 sum[4]; - sum[0] = SHL32(EXTEND32(x[i ]), SIG_SHIFT); - sum[1] = SHL32(EXTEND32(x[i+1]), SIG_SHIFT); - sum[2] = SHL32(EXTEND32(x[i+2]), SIG_SHIFT); - sum[3] = SHL32(EXTEND32(x[i+3]), SIG_SHIFT); - xcorr_kernel(rnum, x+i-ord, sum, ord); - y[i ] = ROUND16(sum[0], SIG_SHIFT); - y[i+1] = ROUND16(sum[1], SIG_SHIFT); - y[i+2] = ROUND16(sum[2], SIG_SHIFT); - y[i+3] = ROUND16(sum[3], SIG_SHIFT); - } - for (;i<N;i++) - { - opus_val32 sum = SHL32(EXTEND32(x[i]), SIG_SHIFT); - for (j=0;j<ord;j++) - sum = MAC16_16(sum,rnum[j],x[i+j-ord]); - y[i] = ROUND16(sum, SIG_SHIFT); - } -} - -void celt_iir(const opus_val32 *_x, - const opus_val16 *den, - opus_val32 *_y, - int N, - int ord, - opus_val16 *mem) -{ -#ifdef SMALL_FOOTPRINT - int i,j; - for (i=0;i<N;i++) - { - opus_val32 sum = _x[i]; - for (j=0;j<ord;j++) - { - sum -= MULT16_16(den[j],mem[j]); - } - for (j=ord-1;j>=1;j--) - { - mem[j]=mem[j-1]; - } - mem[0] = SROUND16(sum, SIG_SHIFT); - _y[i] = sum; - } -#else - int i,j; - celt_assert((ord&3)==0); - opus_val16 rden[ord]; - opus_val16 y[N+ord]; - for(i=0;i<ord;i++) - rden[i] = den[ord-i-1]; - for(i=0;i<ord;i++) - y[i] = -mem[ord-i-1]; - for(;i<N+ord;i++) - y[i]=0; - for (i=0;i<N-3;i+=4) - { - /* Unroll by 4 as if it were an FIR filter */ - opus_val32 sum[4]; - sum[0]=_x[i]; - sum[1]=_x[i+1]; - sum[2]=_x[i+2]; - sum[3]=_x[i+3]; - xcorr_kernel(rden, y+i, sum, ord); - - /* Patch up the result to compensate for the fact that this is an IIR */ - y[i+ord ] = -SROUND16(sum[0],SIG_SHIFT); - _y[i ] = sum[0]; - sum[1] = MAC16_16(sum[1], y[i+ord ], den[0]); - y[i+ord+1] = -SROUND16(sum[1],SIG_SHIFT); - _y[i+1] = sum[1]; - sum[2] = MAC16_16(sum[2], y[i+ord+1], den[0]); - sum[2] = MAC16_16(sum[2], y[i+ord ], den[1]); - y[i+ord+2] = -SROUND16(sum[2],SIG_SHIFT); - _y[i+2] = sum[2]; - - sum[3] = MAC16_16(sum[3], y[i+ord+2], den[0]); - sum[3] = MAC16_16(sum[3], y[i+ord+1], den[1]); - sum[3] = MAC16_16(sum[3], y[i+ord ], den[2]); - y[i+ord+3] = -SROUND16(sum[3],SIG_SHIFT); - _y[i+3] = sum[3]; - } - for (;i<N;i++) - { - opus_val32 sum = _x[i]; - for (j=0;j<ord;j++) - sum -= MULT16_16(rden[j],y[i+j]); - y[i+ord] = SROUND16(sum,SIG_SHIFT); - _y[i] = sum; - } - for(i=0;i<ord;i++) - mem[i] = _y[N-i-1]; -#endif -} - -int _celt_autocorr( - const opus_val16 *x, /* in: [0...n-1] samples x */ - opus_val32 *ac, /* out: [0...lag-1] ac values */ - const opus_val16 *window, - int overlap, - int lag, - int n) -{ - opus_val32 d; - int i, k; - int fastN=n-lag; - int shift; - const opus_val16 *xptr; - opus_val16 xx[n]; - celt_assert(n>0); - celt_assert(overlap>=0); - if (overlap == 0) - { - xptr = x; - } else { - for (i=0;i<n;i++) - xx[i] = x[i]; - for (i=0;i<overlap;i++) - { - xx[i] = MULT16_16_Q15(x[i],window[i]); - xx[n-i-1] = MULT16_16_Q15(x[n-i-1],window[i]); - } - xptr = xx; - } - shift=0; -#ifdef FIXED_POINT - { - opus_val32 ac0; - ac0 = 1+(n<<7); - if (n&1) ac0 += SHR32(MULT16_16(xptr[0],xptr[0]),9); - for(i=(n&1);i<n;i+=2) - { - ac0 += SHR32(MULT16_16(xptr[i],xptr[i]),9); - ac0 += SHR32(MULT16_16(xptr[i+1],xptr[i+1]),9); - } - - shift = celt_ilog2(ac0)-30+10; - shift = (shift)/2; - if (shift>0) - { - for(i=0;i<n;i++) - xx[i] = PSHR32(xptr[i], shift); - xptr = xx; - } else - shift = 0; - } -#endif - celt_pitch_xcorr(xptr, xptr, ac, fastN, lag+1); - for (k=0;k<=lag;k++) - { - for (i = k+fastN, d = 0; i < n; i++) - d = MAC16_16(d, xptr[i], xptr[i-k]); - ac[k] += d; - } -#ifdef FIXED_POINT - shift = 2*shift; - if (shift<=0) - ac[0] += SHL32((opus_int32)1, -shift); - if (ac[0] < 268435456) - { - int shift2 = 29 - EC_ILOG(ac[0]); - for (i=0;i<=lag;i++) - ac[i] = SHL32(ac[i], shift2); - shift -= shift2; - } else if (ac[0] >= 536870912) - { - int shift2=1; - if (ac[0] >= 1073741824) - shift2++; - for (i=0;i<=lag;i++) - ac[i] = SHR32(ac[i], shift2); - shift += shift2; - } -#endif - - return shift; -} diff --git a/c/rnnoise/celt_lpc.h b/c/rnnoise/celt_lpc.h deleted file mode 100644 index 34e0ff9..0000000 --- a/c/rnnoise/celt_lpc.h +++ /dev/null @@ -1,59 +0,0 @@ -/* Copyright (c) 2009-2010 Xiph.Org Foundation - Written by Jean-Marc Valin */ -/* - Redistribution and use in source and binary forms, with or without - modification, are permitted provided that the following conditions - are met: - - - Redistributions of source code must retain the above copyright - notice, this list of conditions and the following disclaimer. - - - Redistributions in binary form must reproduce the above copyright - notice, this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. - - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER - OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF - LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -*/ - -#ifndef PLC_H -#define PLC_H - -#include "arch.h" -#include "common.h" - -#if defined(OPUS_X86_MAY_HAVE_SSE4_1) -#include "x86/celt_lpc_sse.h" -#endif - -#define LPC_ORDER 24 - -void _celt_lpc(opus_val16 *_lpc, const opus_val32 *ac, int p); - -void celt_fir( - const opus_val16 *x, - const opus_val16 *num, - opus_val16 *y, - int N, - int ord); - -void celt_iir(const opus_val32 *x, - const opus_val16 *den, - opus_val32 *y, - int N, - int ord, - opus_val16 *mem); - -int _celt_autocorr(const opus_val16 *x, opus_val32 *ac, - const opus_val16 *window, int overlap, int lag, int n); - -#endif /* PLC_H */ diff --git a/c/rnnoise/common.h b/c/rnnoise/common.h deleted file mode 100644 index 5005bff..0000000 --- a/c/rnnoise/common.h +++ /dev/null @@ -1,48 +0,0 @@ - - -#ifndef COMMON_H -#define COMMON_H - -#include "stdlib.h" -#include "string.h" - -#define RNN_INLINE inline -#define OPUS_INLINE inline - - -/** RNNoise wrapper for malloc(). To do your own dynamic allocation, all you need t -o do is replace this function and rnnoise_free */ -#ifndef OVERRIDE_RNNOISE_ALLOC -static RNN_INLINE void *rnnoise_alloc (size_t size) -{ - return malloc(size); -} -#endif - -/** RNNoise wrapper for free(). To do your own dynamic allocation, all you need to do is replace this function and rnnoise_alloc */ -#ifndef OVERRIDE_RNNOISE_FREE -static RNN_INLINE void rnnoise_free (void *ptr) -{ - free(ptr); -} -#endif - -/** Copy n elements from src to dst. The 0* term provides compile-time type checking */ -#ifndef OVERRIDE_RNN_COPY -#define RNN_COPY(dst, src, n) (memcpy((dst), (src), (n)*sizeof(*(dst)) + 0*((dst)-(src)) )) -#endif - -/** Copy n elements from src to dst, allowing overlapping regions. The 0* term - provides compile-time type checking */ -#ifndef OVERRIDE_RNN_MOVE -#define RNN_MOVE(dst, src, n) (memmove((dst), (src), (n)*sizeof(*(dst)) + 0*((dst)-(src)) )) -#endif - -/** Set n elements of dst to zero */ -#ifndef OVERRIDE_RNN_CLEAR -#define RNN_CLEAR(dst, n) (memset((dst), 0, (n)*sizeof(*(dst)))) -#endif - - - -#endif diff --git a/c/rnnoise/compile.sh b/c/rnnoise/compile.sh deleted file mode 100755 index 4b2ea53..0000000 --- a/c/rnnoise/compile.sh +++ /dev/null @@ -1,3 +0,0 @@ -#!/bin/sh - -gcc -DTRAINING=1 -Wall -W -O3 -g -I../include denoise.c kiss_fft.c pitch.c celt_lpc.c rnn.c rnn_data.c -o denoise_training -lm diff --git a/c/rnnoise/denoise.c b/c/rnnoise/denoise.c deleted file mode 100644 index d1c21dc..0000000 --- a/c/rnnoise/denoise.c +++ /dev/null @@ -1,642 +0,0 @@ -/* Copyright (c) 2018 Gregor Richards - * Copyright (c) 2017 Mozilla */ -/* - Redistribution and use in source and binary forms, with or without - modification, are permitted provided that the following conditions - are met: - - - Redistributions of source code must retain the above copyright - notice, this list of conditions and the following disclaimer. - - - Redistributions in binary form must reproduce the above copyright - notice, this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. - - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE FOUNDATION OR - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF - LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -*/ - -#ifdef HAVE_CONFIG_H -#include "config.h" -#endif - -#include <stdlib.h> -#include <string.h> -#include <stdio.h> -#include "kiss_fft.h" -#include "common.h" -#include <math.h> -#include "rnnoise.h" -#include "pitch.h" -#include "arch.h" -#include "rnn.h" -#include "rnn_data.h" - -#define FRAME_SIZE_SHIFT 2 -#define FRAME_SIZE (120<<FRAME_SIZE_SHIFT) -#define WINDOW_SIZE (2*FRAME_SIZE) -#define FREQ_SIZE (FRAME_SIZE + 1) - -#define PITCH_MIN_PERIOD 60 -#define PITCH_MAX_PERIOD 768 -#define PITCH_FRAME_SIZE 960 -#define PITCH_BUF_SIZE (PITCH_MAX_PERIOD+PITCH_FRAME_SIZE) - -#define SQUARE(x) ((x)*(x)) - -#define NB_BANDS 22 - -#define CEPS_MEM 8 -#define NB_DELTA_CEPS 6 - -#define NB_FEATURES (NB_BANDS+3*NB_DELTA_CEPS+2) - - -#ifndef TRAINING -#define TRAINING 0 -#endif - - -/* The built-in model, used if no file is given as input */ -extern const struct RNNModel rnnoise_model_orig; - - -static const opus_int16 eband5ms[] = { -/*0 200 400 600 800 1k 1.2 1.4 1.6 2k 2.4 2.8 3.2 4k 4.8 5.6 6.8 8k 9.6 12k 15.6 20k*/ - 0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 12, 14, 16, 20, 24, 28, 34, 40, 48, 60, 78, 100 -}; - - -typedef struct { - int init; - kiss_fft_state *kfft; - float half_window[FRAME_SIZE]; - float dct_table[NB_BANDS*NB_BANDS]; -} CommonState; - -struct DenoiseState { - float analysis_mem[FRAME_SIZE]; - float cepstral_mem[CEPS_MEM][NB_BANDS]; - int memid; - float synthesis_mem[FRAME_SIZE]; - float pitch_buf[PITCH_BUF_SIZE]; - float pitch_enh_buf[PITCH_BUF_SIZE]; - float last_gain; - int last_period; - float mem_hp_x[2]; - float lastg[NB_BANDS]; - RNNState rnn; -}; - -void compute_band_energy(float *bandE, const kiss_fft_cpx *X) { - int i; - float sum[NB_BANDS] = {0}; - for (i=0;i<NB_BANDS-1;i++) - { - int j; - int band_size; - band_size = (eband5ms[i+1]-eband5ms[i])<<FRAME_SIZE_SHIFT; - for (j=0;j<band_size;j++) { - float tmp; - float frac = (float)j/band_size; - tmp = SQUARE(X[(eband5ms[i]<<FRAME_SIZE_SHIFT) + j].r); - tmp += SQUARE(X[(eband5ms[i]<<FRAME_SIZE_SHIFT) + j].i); - sum[i] += (1-frac)*tmp; - sum[i+1] += frac*tmp; - } - } - sum[0] *= 2; - sum[NB_BANDS-1] *= 2; - for (i=0;i<NB_BANDS;i++) - { - bandE[i] = sum[i]; - } -} - -void compute_band_corr(float *bandE, const kiss_fft_cpx *X, const kiss_fft_cpx *P) { - int i; - float sum[NB_BANDS] = {0}; - for (i=0;i<NB_BANDS-1;i++) - { - int j; - int band_size; - band_size = (eband5ms[i+1]-eband5ms[i])<<FRAME_SIZE_SHIFT; - for (j=0;j<band_size;j++) { - float tmp; - float frac = (float)j/band_size; - tmp = X[(eband5ms[i]<<FRAME_SIZE_SHIFT) + j].r * P[(eband5ms[i]<<FRAME_SIZE_SHIFT) + j].r; - tmp += X[(eband5ms[i]<<FRAME_SIZE_SHIFT) + j].i * P[(eband5ms[i]<<FRAME_SIZE_SHIFT) + j].i; - sum[i] += (1-frac)*tmp; - sum[i+1] += frac*tmp; - } - } - sum[0] *= 2; - sum[NB_BANDS-1] *= 2; - for (i=0;i<NB_BANDS;i++) - { - bandE[i] = sum[i]; - } -} - -void interp_band_gain(float *g, const float *bandE) { - int i; - memset(g, 0, FREQ_SIZE); - for (i=0;i<NB_BANDS-1;i++) - { - int j; - int band_size; - band_size = (eband5ms[i+1]-eband5ms[i])<<FRAME_SIZE_SHIFT; - for (j=0;j<band_size;j++) { - float frac = (float)j/band_size; - g[(eband5ms[i]<<FRAME_SIZE_SHIFT) + j] = (1-frac)*bandE[i] + frac*bandE[i+1]; - } - } -} - - -CommonState common; - -static void check_init() { - int i; - if (common.init) return; - common.kfft = opus_fft_alloc_twiddles(2*FRAME_SIZE, NULL, NULL, NULL, 0); - for (i=0;i<FRAME_SIZE;i++) - common.half_window[i] = sin(.5*M_PI*sin(.5*M_PI*(i+.5)/FRAME_SIZE) * sin(.5*M_PI*(i+.5)/FRAME_SIZE)); - for (i=0;i<NB_BANDS;i++) { - int j; - for (j=0;j<NB_BANDS;j++) { - common.dct_table[i*NB_BANDS + j] = cos((i+.5)*j*M_PI/NB_BANDS); - if (j==0) common.dct_table[i*NB_BANDS + j] *= sqrt(.5); - } - } - common.init = 1; -} - -static void dct(float *out, const float *in) { - int i; - check_init(); - for (i=0;i<NB_BANDS;i++) { - int j; - float sum = 0; - for (j=0;j<NB_BANDS;j++) { - sum += in[j] * common.dct_table[j*NB_BANDS + i]; - } - out[i] = sum*sqrt(2./22); - } -} - -#if 0 -static void idct(float *out, const float *in) { - int i; - check_init(); - for (i=0;i<NB_BANDS;i++) { - int j; - float sum = 0; - for (j=0;j<NB_BANDS;j++) { - sum += in[j] * common.dct_table[i*NB_BANDS + j]; - } - out[i] = sum*sqrt(2./22); - } -} -#endif - -static void forward_transform(kiss_fft_cpx *out, const float *in) { - int i; - kiss_fft_cpx x[WINDOW_SIZE]; - kiss_fft_cpx y[WINDOW_SIZE]; - check_init(); - for (i=0;i<WINDOW_SIZE;i++) { - x[i].r = in[i]; - x[i].i = 0; - } - opus_fft(common.kfft, x, y, 0); - for (i=0;i<FREQ_SIZE;i++) { - out[i] = y[i]; - } -} - -static void inverse_transform(float *out, const kiss_fft_cpx *in) { - int i; - kiss_fft_cpx x[WINDOW_SIZE]; - kiss_fft_cpx y[WINDOW_SIZE]; - check_init(); - for (i=0;i<FREQ_SIZE;i++) { - x[i] = in[i]; - } - for (;i<WINDOW_SIZE;i++) { - x[i].r = x[WINDOW_SIZE - i].r; - x[i].i = -x[WINDOW_SIZE - i].i; - } - opus_fft(common.kfft, x, y, 0); - /* output in reverse order for IFFT. */ - out[0] = WINDOW_SIZE*y[0].r; - for (i=1;i<WINDOW_SIZE;i++) { - out[i] = WINDOW_SIZE*y[WINDOW_SIZE - i].r; - } -} - -static void apply_window(float *x) { - int i; - check_init(); - for (i=0;i<FRAME_SIZE;i++) { - x[i] *= common.half_window[i]; - x[WINDOW_SIZE - 1 - i] *= common.half_window[i]; - } -} - -int rnnoise_get_size() { - return sizeof(DenoiseState); -} - -int rnnoise_init(DenoiseState *st, RNNModel *model) { - memset(st, 0, sizeof(*st)); - if (model) - st->rnn.model = model; - else - st->rnn.model = &rnnoise_model_orig; - st->rnn.vad_gru_state = calloc(sizeof(float), st->rnn.model->vad_gru_size); - st->rnn.noise_gru_state = calloc(sizeof(float), st->rnn.model->noise_gru_size); - st->rnn.denoise_gru_state = calloc(sizeof(float), st->rnn.model->denoise_gru_size); - return 0; -} - -DenoiseState *rnnoise_create(RNNModel *model) { - DenoiseState *st; - st = malloc(rnnoise_get_size()); - rnnoise_init(st, model); - return st; -} - -void rnnoise_destroy(DenoiseState *st) { - free(st->rnn.vad_gru_state); - free(st->rnn.noise_gru_state); - free(st->rnn.denoise_gru_state); - free(st); -} - -#if TRAINING -int lowpass = FREQ_SIZE; -int band_lp = NB_BANDS; -#endif - -static void frame_analysis(DenoiseState *st, kiss_fft_cpx *X, float *Ex, const float *in) { - int i; - float x[WINDOW_SIZE]; - RNN_COPY(x, st->analysis_mem, FRAME_SIZE); - for (i=0;i<FRAME_SIZE;i++) x[FRAME_SIZE + i] = in[i]; - RNN_COPY(st->analysis_mem, in, FRAME_SIZE); - apply_window(x); - forward_transform(X, x); -#if TRAINING - for (i=lowpass;i<FREQ_SIZE;i++) - X[i].r = X[i].i = 0; -#endif - compute_band_energy(Ex, X); -} - -static int compute_frame_features(DenoiseState *st, kiss_fft_cpx *X, kiss_fft_cpx *P, - float *Ex, float *Ep, float *Exp, float *features, const float *in) { - int i; - float E = 0; - float *ceps_0, *ceps_1, *ceps_2; - float spec_variability = 0; - float Ly[NB_BANDS]; - float p[WINDOW_SIZE]; - float pitch_buf[PITCH_BUF_SIZE>>1]; - int pitch_index; - float gain; - float *(pre[1]); - float tmp[NB_BANDS]; - float follow, logMax; - frame_analysis(st, X, Ex, in); - RNN_MOVE(st->pitch_buf, &st->pitch_buf[FRAME_SIZE], PITCH_BUF_SIZE-FRAME_SIZE); - RNN_COPY(&st->pitch_buf[PITCH_BUF_SIZE-FRAME_SIZE], in, FRAME_SIZE); - pre[0] = &st->pitch_buf[0]; - pitch_downsample(pre, pitch_buf, PITCH_BUF_SIZE, 1); - pitch_search(pitch_buf+(PITCH_MAX_PERIOD>>1), pitch_buf, PITCH_FRAME_SIZE, - PITCH_MAX_PERIOD-3*PITCH_MIN_PERIOD, &pitch_index); - pitch_index = PITCH_MAX_PERIOD-pitch_index; - - gain = remove_doubling(pitch_buf, PITCH_MAX_PERIOD, PITCH_MIN_PERIOD, - PITCH_FRAME_SIZE, &pitch_index, st->last_period, st->last_gain); - st->last_period = pitch_index; - st->last_gain = gain; - for (i=0;i<WINDOW_SIZE;i++) - p[i] = st->pitch_buf[PITCH_BUF_SIZE-WINDOW_SIZE-pitch_index+i]; - apply_window(p); - forward_transform(P, p); - compute_band_energy(Ep, P); - compute_band_corr(Exp, X, P); - for (i=0;i<NB_BANDS;i++) Exp[i] = Exp[i]/sqrt(.001+Ex[i]*Ep[i]); - dct(tmp, Exp); - for (i=0;i<NB_DELTA_CEPS;i++) features[NB_BANDS+2*NB_DELTA_CEPS+i] = tmp[i]; - features[NB_BANDS+2*NB_DELTA_CEPS] -= 1.3; - features[NB_BANDS+2*NB_DELTA_CEPS+1] -= 0.9; - features[NB_BANDS+3*NB_DELTA_CEPS] = .01*(pitch_index-300); - logMax = -2; - follow = -2; - for (i=0;i<NB_BANDS;i++) { - Ly[i] = log10(1e-2+Ex[i]); - Ly[i] = MAX16(logMax-7, MAX16(follow-1.5, Ly[i])); - logMax = MAX16(logMax, Ly[i]); - follow = MAX16(follow-1.5, Ly[i]); - E += Ex[i]; - } - if (!TRAINING && E < 0.04) { - /* If there's no audio, avoid messing up the state. */ - RNN_CLEAR(features, NB_FEATURES); - return 1; - } - dct(features, Ly); - features[0] -= 12; - features[1] -= 4; - ceps_0 = st->cepstral_mem[st->memid]; - ceps_1 = (st->memid < 1) ? st->cepstral_mem[CEPS_MEM+st->memid-1] : st->cepstral_mem[st->memid-1]; - ceps_2 = (st->memid < 2) ? st->cepstral_mem[CEPS_MEM+st->memid-2] : st->cepstral_mem[st->memid-2]; - for (i=0;i<NB_BANDS;i++) ceps_0[i] = features[i]; - st->memid++; - for (i=0;i<NB_DELTA_CEPS;i++) { - features[i] = ceps_0[i] + ceps_1[i] + ceps_2[i]; - features[NB_BANDS+i] = ceps_0[i] - ceps_2[i]; - features[NB_BANDS+NB_DELTA_CEPS+i] = ceps_0[i] - 2*ceps_1[i] + ceps_2[i]; - } - /* Spectral variability features. */ - if (st->memid == CEPS_MEM) st->memid = 0; - for (i=0;i<CEPS_MEM;i++) - { - int j; - float mindist = 1e15f; - for (j=0;j<CEPS_MEM;j++) - { - int k; - float dist=0; - for (k=0;k<NB_BANDS;k++) - { - float tmp; - tmp = st->cepstral_mem[i][k] - st->cepstral_mem[j][k]; - dist += tmp*tmp; - } - if (j!=i) - mindist = MIN32(mindist, dist); - } - spec_variability += mindist; - } - features[NB_BANDS+3*NB_DELTA_CEPS+1] = spec_variability/CEPS_MEM-2.1; - return TRAINING && E < 0.1; -} - -static void frame_synthesis(DenoiseState *st, float *out, const kiss_fft_cpx *y) { - float x[WINDOW_SIZE]; - int i; - inverse_transform(x, y); - apply_window(x); - for (i=0;i<FRAME_SIZE;i++) out[i] = x[i] + st->synthesis_mem[i]; - RNN_COPY(st->synthesis_mem, &x[FRAME_SIZE], FRAME_SIZE); -} - -static void biquad(float *y, float mem[2], const float *x, const float *b, const float *a, int N) { - int i; - for (i=0;i<N;i++) { - float xi, yi; - xi = x[i]; - yi = x[i] + mem[0]; - mem[0] = mem[1] + (b[0]*(double)xi - a[0]*(double)yi); - mem[1] = (b[1]*(double)xi - a[1]*(double)yi); - y[i] = yi; - } -} - -void pitch_filter(kiss_fft_cpx *X, const kiss_fft_cpx *P, const float *Ex, const float *Ep, - const float *Exp, const float *g) { - int i; - float r[NB_BANDS]; - float rf[FREQ_SIZE] = {0}; - for (i=0;i<NB_BANDS;i++) { -#if 0 - if (Exp[i]>g[i]) r[i] = 1; - else r[i] = Exp[i]*(1-g[i])/(.001 + g[i]*(1-Exp[i])); - r[i] = MIN16(1, MAX16(0, r[i])); -#else - if (Exp[i]>g[i]) r[i] = 1; - else r[i] = SQUARE(Exp[i])*(1-SQUARE(g[i]))/(.001 + SQUARE(g[i])*(1-SQUARE(Exp[i]))); - r[i] = sqrt(MIN16(1, MAX16(0, r[i]))); -#endif - r[i] *= sqrt(Ex[i]/(1e-8+Ep[i])); - } - interp_band_gain(rf, r); - for (i=0;i<FREQ_SIZE;i++) { - X[i].r += rf[i]*P[i].r; - X[i].i += rf[i]*P[i].i; - } - float newE[NB_BANDS]; - compute_band_energy(newE, X); - float norm[NB_BANDS]; - float normf[FREQ_SIZE]={0}; - for (i=0;i<NB_BANDS;i++) { - norm[i] = sqrt(Ex[i]/(1e-8+newE[i])); - } - interp_band_gain(normf, norm); - for (i=0;i<FREQ_SIZE;i++) { - X[i].r *= normf[i]; - X[i].i *= normf[i]; - } -} - -float rnnoise_process_frame(DenoiseState *st, float *out, const float *in) { - int i; - kiss_fft_cpx X[FREQ_SIZE]; - kiss_fft_cpx P[WINDOW_SIZE]; - float x[FRAME_SIZE]; - float Ex[NB_BANDS], Ep[NB_BANDS]; - float Exp[NB_BANDS]; - float features[NB_FEATURES]; - float g[NB_BANDS]; - float gf[FREQ_SIZE]={1}; - float vad_prob = 0; - int silence; - static const float a_hp[2] = {-1.99599, 0.99600}; - static const float b_hp[2] = {-2, 1}; - biquad(x, st->mem_hp_x, in, b_hp, a_hp, FRAME_SIZE); - silence = compute_frame_features(st, X, P, Ex, Ep, Exp, features, x); - - if (!silence) { - compute_rnn(&st->rnn, g, &vad_prob, features); - pitch_filter(X, P, Ex, Ep, Exp, g); - for (i=0;i<NB_BANDS;i++) { - float alpha = .6f; - g[i] = MAX16(g[i], alpha*st->lastg[i]); - st->lastg[i] = g[i]; - } - interp_band_gain(gf, g); -#if 1 - for (i=0;i<FREQ_SIZE;i++) { - X[i].r *= gf[i]; - X[i].i *= gf[i]; - } -#endif - } - - frame_synthesis(st, out, X); - return vad_prob; -} - -#if TRAINING - -static float uni_rand() { - return rand()/(double)RAND_MAX-.5; -} - -static void rand_resp(float *a, float *b) { - a[0] = .75*uni_rand(); - a[1] = .75*uni_rand(); - b[0] = .75*uni_rand(); - b[1] = .75*uni_rand(); -} - -int main(int argc, char **argv) { - int i; - int count=0; - static const float a_hp[2] = {-1.99599, 0.99600}; - static const float b_hp[2] = {-2, 1}; - float a_noise[2] = {0}; - float b_noise[2] = {0}; - float a_sig[2] = {0}; - float b_sig[2] = {0}; - float mem_hp_x[2]={0}; - float mem_hp_n[2]={0}; - float mem_resp_x[2]={0}; - float mem_resp_n[2]={0}; - float x[FRAME_SIZE]; - float n[FRAME_SIZE]; - float xn[FRAME_SIZE]; - int vad_cnt=0; - int gain_change_count=0; - float speech_gain = 1, noise_gain = 1; - FILE *f1, *f2; - int maxCount; - DenoiseState *st; - DenoiseState *noise_state; - DenoiseState *noisy; - st = rnnoise_create(NULL); - noise_state = rnnoise_create(NULL); - noisy = rnnoise_create(NULL); - if (argc!=4) { - fprintf(stderr, "usage: %s <speech> <noise> <count>\n", argv[0]); - return 1; - } - f1 = fopen(argv[1], "r"); - f2 = fopen(argv[2], "r"); - maxCount = atoi(argv[3]); - for(i=0;i<150;i++) { - short tmp[FRAME_SIZE]; - fread(tmp, sizeof(short), FRAME_SIZE, f2); - } - while (1) { - kiss_fft_cpx X[FREQ_SIZE], Y[FREQ_SIZE], N[FREQ_SIZE], P[WINDOW_SIZE]; - float Ex[NB_BANDS], Ey[NB_BANDS], En[NB_BANDS], Ep[NB_BANDS]; - float Exp[NB_BANDS]; - float Ln[NB_BANDS]; - float features[NB_FEATURES]; - float g[NB_BANDS]; - short tmp[FRAME_SIZE]; - float vad=0; - float E=0; - if (count==maxCount) break; - if ((count%1000)==0) fprintf(stderr, "%d\r", count); - if (++gain_change_count > 2821) { - speech_gain = pow(10., (-40+(rand()%60))/20.); - noise_gain = pow(10., (-30+(rand()%50))/20.); - if (rand()%10==0) noise_gain = 0; - noise_gain *= speech_gain; - if (rand()%10==0) speech_gain = 0; - gain_change_count = 0; - rand_resp(a_noise, b_noise); - rand_resp(a_sig, b_sig); - lowpass = FREQ_SIZE * 3000./24000. * pow(50., rand()/(double)RAND_MAX); - for (i=0;i<NB_BANDS;i++) { - if (eband5ms[i]<<FRAME_SIZE_SHIFT > lowpass) { - band_lp = i; - break; - } - } - } - if (speech_gain != 0) { - fread(tmp, sizeof(short), FRAME_SIZE, f1); - if (feof(f1)) { - rewind(f1); - fread(tmp, sizeof(short), FRAME_SIZE, f1); - } - for (i=0;i<FRAME_SIZE;i++) x[i] = speech_gain*tmp[i]; - for (i=0;i<FRAME_SIZE;i++) E += tmp[i]*(float)tmp[i]; - } else { - for (i=0;i<FRAME_SIZE;i++) x[i] = 0; - E = 0; - } - if (noise_gain!=0) { - fread(tmp, sizeof(short), FRAME_SIZE, f2); - if (feof(f2)) { - rewind(f2); - fread(tmp, sizeof(short), FRAME_SIZE, f2); - } - for (i=0;i<FRAME_SIZE;i++) n[i] = noise_gain*tmp[i]; - } else { - for (i=0;i<FRAME_SIZE;i++) n[i] = 0; - } - biquad(x, mem_hp_x, x, b_hp, a_hp, FRAME_SIZE); - biquad(x, mem_resp_x, x, b_sig, a_sig, FRAME_SIZE); - biquad(n, mem_hp_n, n, b_hp, a_hp, FRAME_SIZE); - biquad(n, mem_resp_n, n, b_noise, a_noise, FRAME_SIZE); - for (i=0;i<FRAME_SIZE;i++) xn[i] = x[i] + n[i]; - if (E > 1e9f) { - vad_cnt=0; - } else if (E > 1e8f) { - vad_cnt -= 5; - } else if (E > 1e7f) { - vad_cnt++; - } else { - vad_cnt+=2; - } - if (vad_cnt < 0) vad_cnt = 0; - if (vad_cnt > 15) vad_cnt = 15; - - if (vad_cnt >= 10) vad = 0; - else if (vad_cnt > 0) vad = 0.5f; - else vad = 1.f; - - frame_analysis(st, Y, Ey, x); - frame_analysis(noise_state, N, En, n); - for (i=0;i<NB_BANDS;i++) Ln[i] = log10(1e-2+En[i]); - int silence = compute_frame_features(noisy, X, P, Ex, Ep, Exp, features, xn); - pitch_filter(X, P, Ex, Ep, Exp, g); - //printf("%f %d\n", noisy->last_gain, noisy->last_period); - for (i=0;i<NB_BANDS;i++) { - g[i] = sqrt((Ey[i]+1e-3)/(Ex[i]+1e-3)); - if (g[i] > 1) g[i] = 1; - if (silence || i > band_lp) g[i] = -1; - if (Ey[i] < 5e-2 && Ex[i] < 5e-2) g[i] = -1; - if (vad==0 && noise_gain==0) g[i] = -1; - } - count++; -#if 1 - fwrite(features, sizeof(float), NB_FEATURES, stdout); - fwrite(g, sizeof(float), NB_BANDS, stdout); - fwrite(Ln, sizeof(float), NB_BANDS, stdout); - fwrite(&vad, sizeof(float), 1, stdout); -#endif - } - fprintf(stderr, "matrix size: %d x %d\n", count, NB_FEATURES + 2*NB_BANDS + 1); - fclose(f1); - fclose(f2); - return 0; -} - -#endif diff --git a/c/rnnoise/kiss_fft.c b/c/rnnoise/kiss_fft.c deleted file mode 100644 index 922dacc..0000000 --- a/c/rnnoise/kiss_fft.c +++ /dev/null @@ -1,601 +0,0 @@ -/*Copyright (c) 2003-2004, Mark Borgerding - Lots of modifications by Jean-Marc Valin - Copyright (c) 2005-2007, Xiph.Org Foundation - Copyright (c) 2008, Xiph.Org Foundation, CSIRO - - All rights reserved. - - Redistribution and use in source and binary forms, with or without - modification, are permitted provided that the following conditions are met: - - * Redistributions of source code must retain the above copyright notice, - this list of conditions and the following disclaimer. - * Redistributions in binary form must reproduce the above copyright notice, - this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. - - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" - AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE - IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE - ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE - LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR - CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF - SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS - INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN - CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) - ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE - POSSIBILITY OF SUCH DAMAGE.*/ - -/* This code is originally from Mark Borgerding's KISS-FFT but has been - heavily modified to better suit Opus */ - -#ifndef SKIP_CONFIG_H -# ifdef HAVE_CONFIG_H -# include "config.h" -# endif -#endif - -#include "_kiss_fft_guts.h" -#define CUSTOM_MODES - -/* The guts header contains all the multiplication and addition macros that are defined for - complex numbers. It also delares the kf_ internal functions. -*/ - -static void kf_bfly2( - kiss_fft_cpx * Fout, - int m, - int N - ) -{ - kiss_fft_cpx * Fout2; - int i; - (void)m; -#ifdef CUSTOM_MODES - if (m==1) - { - celt_assert(m==1); - for (i=0;i<N;i++) - { - kiss_fft_cpx t; - Fout2 = Fout + 1; - t = *Fout2; - C_SUB( *Fout2 , *Fout , t ); - C_ADDTO( *Fout , t ); - Fout += 2; - } - } else -#endif - { - opus_val16 tw; - tw = QCONST16(0.7071067812f, 15); - /* We know that m==4 here because the radix-2 is just after a radix-4 */ - celt_assert(m==4); - for (i=0;i<N;i++) - { - kiss_fft_cpx t; - Fout2 = Fout + 4; - t = Fout2[0]; - C_SUB( Fout2[0] , Fout[0] , t ); - C_ADDTO( Fout[0] , t ); - - t.r = S_MUL(ADD32_ovflw(Fout2[1].r, Fout2[1].i), tw); - t.i = S_MUL(SUB32_ovflw(Fout2[1].i, Fout2[1].r), tw); - C_SUB( Fout2[1] , Fout[1] , t ); - C_ADDTO( Fout[1] , t ); - - t.r = Fout2[2].i; - t.i = -Fout2[2].r; - C_SUB( Fout2[2] , Fout[2] , t ); - C_ADDTO( Fout[2] , t ); - - t.r = S_MUL(SUB32_ovflw(Fout2[3].i, Fout2[3].r), tw); - t.i = S_MUL(NEG32_ovflw(ADD32_ovflw(Fout2[3].i, Fout2[3].r)), tw); - C_SUB( Fout2[3] , Fout[3] , t ); - C_ADDTO( Fout[3] , t ); - Fout += 8; - } - } -} - -static void kf_bfly4( - kiss_fft_cpx * Fout, - const size_t fstride, - const kiss_fft_state *st, - int m, - int N, - int mm - ) -{ - int i; - - if (m==1) - { - /* Degenerate case where all the twiddles are 1. */ - for (i=0;i<N;i++) - { - kiss_fft_cpx scratch0, scratch1; - - C_SUB( scratch0 , *Fout, Fout[2] ); - C_ADDTO(*Fout, Fout[2]); - C_ADD( scratch1 , Fout[1] , Fout[3] ); - C_SUB( Fout[2], *Fout, scratch1 ); - C_ADDTO( *Fout , scratch1 ); - C_SUB( scratch1 , Fout[1] , Fout[3] ); - - Fout[1].r = ADD32_ovflw(scratch0.r, scratch1.i); - Fout[1].i = SUB32_ovflw(scratch0.i, scratch1.r); - Fout[3].r = SUB32_ovflw(scratch0.r, scratch1.i); - Fout[3].i = ADD32_ovflw(scratch0.i, scratch1.r); - Fout+=4; - } - } else { - int j; - kiss_fft_cpx scratch[6]; - const kiss_twiddle_cpx *tw1,*tw2,*tw3; - const int m2=2*m; - const int m3=3*m; - kiss_fft_cpx * Fout_beg = Fout; - for (i=0;i<N;i++) - { - Fout = Fout_beg + i*mm; - tw3 = tw2 = tw1 = st->twiddles; - /* m is guaranteed to be a multiple of 4. */ - for (j=0;j<m;j++) - { - C_MUL(scratch[0],Fout[m] , *tw1 ); - C_MUL(scratch[1],Fout[m2] , *tw2 ); - C_MUL(scratch[2],Fout[m3] , *tw3 ); - - C_SUB( scratch[5] , *Fout, scratch[1] ); - C_ADDTO(*Fout, scratch[1]); - C_ADD( scratch[3] , scratch[0] , scratch[2] ); - C_SUB( scratch[4] , scratch[0] , scratch[2] ); - C_SUB( Fout[m2], *Fout, scratch[3] ); - tw1 += fstride; - tw2 += fstride*2; - tw3 += fstride*3; - C_ADDTO( *Fout , scratch[3] ); - - Fout[m].r = ADD32_ovflw(scratch[5].r, scratch[4].i); - Fout[m].i = SUB32_ovflw(scratch[5].i, scratch[4].r); - Fout[m3].r = SUB32_ovflw(scratch[5].r, scratch[4].i); - Fout[m3].i = ADD32_ovflw(scratch[5].i, scratch[4].r); - ++Fout; - } - } - } -} - - -#ifndef RADIX_TWO_ONLY - -static void kf_bfly3( - kiss_fft_cpx * Fout, - const size_t fstride, - const kiss_fft_state *st, - int m, - int N, - int mm - ) -{ - int i; - size_t k; - const size_t m2 = 2*m; - const kiss_twiddle_cpx *tw1,*tw2; - kiss_fft_cpx scratch[5]; - kiss_twiddle_cpx epi3; - - kiss_fft_cpx * Fout_beg = Fout; -#ifdef FIXED_POINT - /*epi3.r = -16384;*/ /* Unused */ - epi3.i = -28378; -#else - epi3 = st->twiddles[fstride*m]; -#endif - for (i=0;i<N;i++) - { - Fout = Fout_beg + i*mm; - tw1=tw2=st->twiddles; - /* For non-custom modes, m is guaranteed to be a multiple of 4. */ - k=m; - do { - - C_MUL(scratch[1],Fout[m] , *tw1); - C_MUL(scratch[2],Fout[m2] , *tw2); - - C_ADD(scratch[3],scratch[1],scratch[2]); - C_SUB(scratch[0],scratch[1],scratch[2]); - tw1 += fstride; - tw2 += fstride*2; - - Fout[m].r = SUB32_ovflw(Fout->r, HALF_OF(scratch[3].r)); - Fout[m].i = SUB32_ovflw(Fout->i, HALF_OF(scratch[3].i)); - - C_MULBYSCALAR( scratch[0] , epi3.i ); - - C_ADDTO(*Fout,scratch[3]); - - Fout[m2].r = ADD32_ovflw(Fout[m].r, scratch[0].i); - Fout[m2].i = SUB32_ovflw(Fout[m].i, scratch[0].r); - - Fout[m].r = SUB32_ovflw(Fout[m].r, scratch[0].i); - Fout[m].i = ADD32_ovflw(Fout[m].i, scratch[0].r); - - ++Fout; - } while(--k); - } -} - - -#ifndef OVERRIDE_kf_bfly5 -static void kf_bfly5( - kiss_fft_cpx * Fout, - const size_t fstride, - const kiss_fft_state *st, - int m, - int N, - int mm - ) -{ - kiss_fft_cpx *Fout0,*Fout1,*Fout2,*Fout3,*Fout4; - int i, u; - kiss_fft_cpx scratch[13]; - const kiss_twiddle_cpx *tw; - kiss_twiddle_cpx ya,yb; - kiss_fft_cpx * Fout_beg = Fout; - -#ifdef FIXED_POINT - ya.r = 10126; - ya.i = -31164; - yb.r = -26510; - yb.i = -19261; -#else - ya = st->twiddles[fstride*m]; - yb = st->twiddles[fstride*2*m]; -#endif - tw=st->twiddles; - - for (i=0;i<N;i++) - { - Fout = Fout_beg + i*mm; - Fout0=Fout; - Fout1=Fout0+m; - Fout2=Fout0+2*m; - Fout3=Fout0+3*m; - Fout4=Fout0+4*m; - - /* For non-custom modes, m is guaranteed to be a multiple of 4. */ - for ( u=0; u<m; ++u ) { - scratch[0] = *Fout0; - - C_MUL(scratch[1] ,*Fout1, tw[u*fstride]); - C_MUL(scratch[2] ,*Fout2, tw[2*u*fstride]); - C_MUL(scratch[3] ,*Fout3, tw[3*u*fstride]); - C_MUL(scratch[4] ,*Fout4, tw[4*u*fstride]); - - C_ADD( scratch[7],scratch[1],scratch[4]); - C_SUB( scratch[10],scratch[1],scratch[4]); - C_ADD( scratch[8],scratch[2],scratch[3]); - C_SUB( scratch[9],scratch[2],scratch[3]); - - Fout0->r = ADD32_ovflw(Fout0->r, ADD32_ovflw(scratch[7].r, scratch[8].r)); - Fout0->i = ADD32_ovflw(Fout0->i, ADD32_ovflw(scratch[7].i, scratch[8].i)); - - scratch[5].r = ADD32_ovflw(scratch[0].r, ADD32_ovflw(S_MUL(scratch[7].r,ya.r), S_MUL(scratch[8].r,yb.r))); - scratch[5].i = ADD32_ovflw(scratch[0].i, ADD32_ovflw(S_MUL(scratch[7].i,ya.r), S_MUL(scratch[8].i,yb.r))); - - scratch[6].r = ADD32_ovflw(S_MUL(scratch[10].i,ya.i), S_MUL(scratch[9].i,yb.i)); - scratch[6].i = NEG32_ovflw(ADD32_ovflw(S_MUL(scratch[10].r,ya.i), S_MUL(scratch[9].r,yb.i))); - - C_SUB(*Fout1,scratch[5],scratch[6]); - C_ADD(*Fout4,scratch[5],scratch[6]); - - scratch[11].r = ADD32_ovflw(scratch[0].r, ADD32_ovflw(S_MUL(scratch[7].r,yb.r), S_MUL(scratch[8].r,ya.r))); - scratch[11].i = ADD32_ovflw(scratch[0].i, ADD32_ovflw(S_MUL(scratch[7].i,yb.r), S_MUL(scratch[8].i,ya.r))); - scratch[12].r = SUB32_ovflw(S_MUL(scratch[9].i,ya.i), S_MUL(scratch[10].i,yb.i)); - scratch[12].i = SUB32_ovflw(S_MUL(scratch[10].r,yb.i), S_MUL(scratch[9].r,ya.i)); - - C_ADD(*Fout2,scratch[11],scratch[12]); - C_SUB(*Fout3,scratch[11],scratch[12]); - - ++Fout0;++Fout1;++Fout2;++Fout3;++Fout4; - } - } -} -#endif /* OVERRIDE_kf_bfly5 */ - - -#endif - - -#ifdef CUSTOM_MODES - -static -void compute_bitrev_table( - int Fout, - opus_int16 *f, - const size_t fstride, - int in_stride, - opus_int16 * factors, - const kiss_fft_state *st - ) -{ - const int p=*factors++; /* the radix */ - const int m=*factors++; /* stage's fft length/p */ - - /*printf ("fft %d %d %d %d %d %d\n", p*m, m, p, s2, fstride*in_stride, N);*/ - if (m==1) - { - int j; - for (j=0;j<p;j++) - { - *f = Fout+j; - f += fstride*in_stride; - } - } else { - int j; - for (j=0;j<p;j++) - { - compute_bitrev_table( Fout , f, fstride*p, in_stride, factors,st); - f += fstride*in_stride; - Fout += m; - } - } -} - -/* facbuf is populated by p1,m1,p2,m2, ... - where - p[i] * m[i] = m[i-1] - m0 = n */ -static -int kf_factor(int n,opus_int16 * facbuf) -{ - int p=4; - int i; - int stages=0; - int nbak = n; - - /*factor out powers of 4, powers of 2, then any remaining primes */ - do { - while (n % p) { - switch (p) { - case 4: p = 2; break; - case 2: p = 3; break; - default: p += 2; break; - } - if (p>32000 || (opus_int32)p*(opus_int32)p > n) - p = n; /* no more factors, skip to end */ - } - n /= p; -#ifdef RADIX_TWO_ONLY - if (p!=2 && p != 4) -#else - if (p>5) -#endif - { - return 0; - } - facbuf[2*stages] = p; - if (p==2 && stages > 1) - { - facbuf[2*stages] = 4; - facbuf[2] = 2; - } - stages++; - } while (n > 1); - n = nbak; - /* Reverse the order to get the radix 4 at the end, so we can use the - fast degenerate case. It turns out that reversing the order also - improves the noise behaviour. */ - for (i=0;i<stages/2;i++) - { - int tmp; - tmp = facbuf[2*i]; - facbuf[2*i] = facbuf[2*(stages-i-1)]; - facbuf[2*(stages-i-1)] = tmp; - } - for (i=0;i<stages;i++) - { - n /= facbuf[2*i]; - facbuf[2*i+1] = n; - } - return 1; -} - -static void compute_twiddles(kiss_twiddle_cpx *twiddles, int nfft) -{ - int i; -#ifdef FIXED_POINT - for (i=0;i<nfft;++i) { - opus_val32 phase = -i; - kf_cexp2(twiddles+i, DIV32(SHL32(phase,17),nfft)); - } -#else - for (i=0;i<nfft;++i) { - const double pi=3.14159265358979323846264338327; - double phase = ( -2*pi /nfft ) * i; - kf_cexp(twiddles+i, phase ); - } -#endif -} - -int opus_fft_alloc_arch_c(kiss_fft_state *st) { - (void)st; - return 0; -} - -/* - * - * Allocates all necessary storage space for the fft and ifft. - * The return value is a contiguous block of memory. As such, - * It can be freed with free(). - * */ -kiss_fft_state *opus_fft_alloc_twiddles(int nfft,void * mem,size_t * lenmem, - const kiss_fft_state *base, int arch) -{ - kiss_fft_state *st=NULL; - size_t memneeded = sizeof(struct kiss_fft_state); /* twiddle factors*/ - - if ( lenmem==NULL ) { - st = ( kiss_fft_state*)KISS_FFT_MALLOC( memneeded ); - }else{ - if (mem != NULL && *lenmem >= memneeded) - st = (kiss_fft_state*)mem; - *lenmem = memneeded; - } - if (st) { - opus_int16 *bitrev; - kiss_twiddle_cpx *twiddles; - - st->nfft=nfft; -#ifdef FIXED_POINT - st->scale_shift = celt_ilog2(st->nfft); - if (st->nfft == 1<<st->scale_shift) - st->scale = Q15ONE; - else - st->scale = (1073741824+st->nfft/2)/st->nfft>>(15-st->scale_shift); -#else - st->scale = 1.f/nfft; -#endif - if (base != NULL) - { - st->twiddles = base->twiddles; - st->shift = 0; - while (st->shift < 32 && nfft<<st->shift != base->nfft) - st->shift++; - if (st->shift>=32) - goto fail; - } else { - st->twiddles = twiddles = (kiss_twiddle_cpx*)KISS_FFT_MALLOC(sizeof(kiss_twiddle_cpx)*nfft); - compute_twiddles(twiddles, nfft); - st->shift = -1; - } - if (!kf_factor(nfft,st->factors)) - { - goto fail; - } - - /* bitrev */ - st->bitrev = bitrev = (opus_int16*)KISS_FFT_MALLOC(sizeof(opus_int16)*nfft); - if (st->bitrev==NULL) - goto fail; - compute_bitrev_table(0, bitrev, 1,1, st->factors,st); - - /* Initialize architecture specific fft parameters */ - if (opus_fft_alloc_arch(st, arch)) - goto fail; - } - return st; -fail: - opus_fft_free(st, arch); - return NULL; -} - -kiss_fft_state *opus_fft_alloc(int nfft,void * mem,size_t * lenmem, int arch) -{ - return opus_fft_alloc_twiddles(nfft, mem, lenmem, NULL, arch); -} - -void opus_fft_free_arch_c(kiss_fft_state *st) { - (void)st; -} - -void opus_fft_free(const kiss_fft_state *cfg, int arch) -{ - if (cfg) - { - opus_fft_free_arch((kiss_fft_state *)cfg, arch); - opus_free((opus_int16*)cfg->bitrev); - if (cfg->shift < 0) - opus_free((kiss_twiddle_cpx*)cfg->twiddles); - opus_free((kiss_fft_state*)cfg); - } -} - -#endif /* CUSTOM_MODES */ - -void opus_fft_impl(const kiss_fft_state *st,kiss_fft_cpx *fout) -{ - int m2, m; - int p; - int L; - int fstride[MAXFACTORS]; - int i; - int shift; - - /* st->shift can be -1 */ - shift = st->shift>0 ? st->shift : 0; - - fstride[0] = 1; - L=0; - do { - p = st->factors[2*L]; - m = st->factors[2*L+1]; - fstride[L+1] = fstride[L]*p; - L++; - } while(m!=1); - m = st->factors[2*L-1]; - for (i=L-1;i>=0;i--) - { - if (i!=0) - m2 = st->factors[2*i-1]; - else - m2 = 1; - switch (st->factors[2*i]) - { - case 2: - kf_bfly2(fout, m, fstride[i]); - break; - case 4: - kf_bfly4(fout,fstride[i]<<shift,st,m, fstride[i], m2); - break; - #ifndef RADIX_TWO_ONLY - case 3: - kf_bfly3(fout,fstride[i]<<shift,st,m, fstride[i], m2); - break; - case 5: - kf_bfly5(fout,fstride[i]<<shift,st,m, fstride[i], m2); - break; - #endif - } - m = m2; - } -} - -void opus_fft_c(const kiss_fft_state *st,const kiss_fft_cpx *fin,kiss_fft_cpx *fout) -{ - int i; - opus_val16 scale; -#ifdef FIXED_POINT - /* Allows us to scale with MULT16_32_Q16(), which is faster than - MULT16_32_Q15() on ARM. */ - int scale_shift = st->scale_shift-1; -#endif - scale = st->scale; - - celt_assert2 (fin != fout, "In-place FFT not supported"); - /* Bit-reverse the input */ - for (i=0;i<st->nfft;i++) - { - kiss_fft_cpx x = fin[i]; - fout[st->bitrev[i]].r = SHR32(MULT16_32_Q16(scale, x.r), scale_shift); - fout[st->bitrev[i]].i = SHR32(MULT16_32_Q16(scale, x.i), scale_shift); - } - opus_fft_impl(st, fout); -} - - -void opus_ifft_c(const kiss_fft_state *st,const kiss_fft_cpx *fin,kiss_fft_cpx *fout) -{ - int i; - celt_assert2 (fin != fout, "In-place FFT not supported"); - /* Bit-reverse the input */ - for (i=0;i<st->nfft;i++) - fout[st->bitrev[i]] = fin[i]; - for (i=0;i<st->nfft;i++) - fout[i].i = -fout[i].i; - opus_fft_impl(st, fout); - for (i=0;i<st->nfft;i++) - fout[i].i = -fout[i].i; -} diff --git a/c/rnnoise/kiss_fft.h b/c/rnnoise/kiss_fft.h deleted file mode 100644 index b2fe9a4..0000000 --- a/c/rnnoise/kiss_fft.h +++ /dev/null @@ -1,203 +0,0 @@ -/*Copyright (c) 2003-2004, Mark Borgerding - Lots of modifications by Jean-Marc Valin - Copyright (c) 2005-2007, Xiph.Org Foundation - Copyright (c) 2008, Xiph.Org Foundation, CSIRO - - All rights reserved. - - Redistribution and use in source and binary forms, with or without - modification, are permitted provided that the following conditions are met: - - * Redistributions of source code must retain the above copyright notice, - this list of conditions and the following disclaimer. - * Redistributions in binary form must reproduce the above copyright notice, - this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. - - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" - AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE - IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE - ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE - LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR - CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF - SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS - INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN - CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) - ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE - POSSIBILITY OF SUCH DAMAGE.*/ - -#ifndef KISS_FFT_H -#define KISS_FFT_H - -#include <stdlib.h> -#include <math.h> -#include "arch.h" - -#include <stdlib.h> -#define opus_alloc(x) malloc(x) -#define opus_free(x) free(x) - -#ifdef __cplusplus -extern "C" { -#endif - -#ifdef USE_SIMD -# include <xmmintrin.h> -# define kiss_fft_scalar __m128 -#define KISS_FFT_MALLOC(nbytes) memalign(16,nbytes) -#else -#define KISS_FFT_MALLOC opus_alloc -#endif - -#ifdef FIXED_POINT -#include "arch.h" - -# define kiss_fft_scalar opus_int32 -# define kiss_twiddle_scalar opus_int16 - - -#else -# ifndef kiss_fft_scalar -/* default is float */ -# define kiss_fft_scalar float -# define kiss_twiddle_scalar float -# define KF_SUFFIX _celt_single -# endif -#endif - -typedef struct { - kiss_fft_scalar r; - kiss_fft_scalar i; -}kiss_fft_cpx; - -typedef struct { - kiss_twiddle_scalar r; - kiss_twiddle_scalar i; -}kiss_twiddle_cpx; - -#define MAXFACTORS 8 -/* e.g. an fft of length 128 has 4 factors - as far as kissfft is concerned - 4*4*4*2 - */ - -typedef struct arch_fft_state{ - int is_supported; - void *priv; -} arch_fft_state; - -typedef struct kiss_fft_state{ - int nfft; - opus_val16 scale; -#ifdef FIXED_POINT - int scale_shift; -#endif - int shift; - opus_int16 factors[2*MAXFACTORS]; - const opus_int16 *bitrev; - const kiss_twiddle_cpx *twiddles; - arch_fft_state *arch_fft; -} kiss_fft_state; - -#if defined(HAVE_ARM_NE10) -#include "arm/fft_arm.h" -#endif - -/*typedef struct kiss_fft_state* kiss_fft_cfg;*/ - -/** - * opus_fft_alloc - * - * Initialize a FFT (or IFFT) algorithm's cfg/state buffer. - * - * typical usage: kiss_fft_cfg mycfg=opus_fft_alloc(1024,0,NULL,NULL); - * - * The return value from fft_alloc is a cfg buffer used internally - * by the fft routine or NULL. - * - * If lenmem is NULL, then opus_fft_alloc will allocate a cfg buffer using malloc. - * The returned value should be free()d when done to avoid memory leaks. - * - * The state can be placed in a user supplied buffer 'mem': - * If lenmem is not NULL and mem is not NULL and *lenmem is large enough, - * then the function places the cfg in mem and the size used in *lenmem - * and returns mem. - * - * If lenmem is not NULL and ( mem is NULL or *lenmem is not large enough), - * then the function returns NULL and places the minimum cfg - * buffer size in *lenmem. - * */ - -kiss_fft_state *opus_fft_alloc_twiddles(int nfft,void * mem,size_t * lenmem, const kiss_fft_state *base, int arch); - -kiss_fft_state *opus_fft_alloc(int nfft,void * mem,size_t * lenmem, int arch); - -/** - * opus_fft(cfg,in_out_buf) - * - * Perform an FFT on a complex input buffer. - * for a forward FFT, - * fin should be f[0] , f[1] , ... ,f[nfft-1] - * fout will be F[0] , F[1] , ... ,F[nfft-1] - * Note that each element is complex and can be accessed like - f[k].r and f[k].i - * */ -void opus_fft_c(const kiss_fft_state *cfg,const kiss_fft_cpx *fin,kiss_fft_cpx *fout); -void opus_ifft_c(const kiss_fft_state *cfg,const kiss_fft_cpx *fin,kiss_fft_cpx *fout); - -void opus_fft_impl(const kiss_fft_state *st,kiss_fft_cpx *fout); -void opus_ifft_impl(const kiss_fft_state *st,kiss_fft_cpx *fout); - -void opus_fft_free(const kiss_fft_state *cfg, int arch); - - -void opus_fft_free_arch_c(kiss_fft_state *st); -int opus_fft_alloc_arch_c(kiss_fft_state *st); - -#if !defined(OVERRIDE_OPUS_FFT) -/* Is run-time CPU detection enabled on this platform? */ -#if defined(OPUS_HAVE_RTCD) && (defined(HAVE_ARM_NE10)) - -extern int (*const OPUS_FFT_ALLOC_ARCH_IMPL[OPUS_ARCHMASK+1])( - kiss_fft_state *st); - -#define opus_fft_alloc_arch(_st, arch) \ - ((*OPUS_FFT_ALLOC_ARCH_IMPL[(arch)&OPUS_ARCHMASK])(_st)) - -extern void (*const OPUS_FFT_FREE_ARCH_IMPL[OPUS_ARCHMASK+1])( - kiss_fft_state *st); -#define opus_fft_free_arch(_st, arch) \ - ((*OPUS_FFT_FREE_ARCH_IMPL[(arch)&OPUS_ARCHMASK])(_st)) - -extern void (*const OPUS_FFT[OPUS_ARCHMASK+1])(const kiss_fft_state *cfg, - const kiss_fft_cpx *fin, kiss_fft_cpx *fout); -#define opus_fft(_cfg, _fin, _fout, arch) \ - ((*OPUS_FFT[(arch)&OPUS_ARCHMASK])(_cfg, _fin, _fout)) - -extern void (*const OPUS_IFFT[OPUS_ARCHMASK+1])(const kiss_fft_state *cfg, - const kiss_fft_cpx *fin, kiss_fft_cpx *fout); -#define opus_ifft(_cfg, _fin, _fout, arch) \ - ((*OPUS_IFFT[(arch)&OPUS_ARCHMASK])(_cfg, _fin, _fout)) - -#else /* else for if defined(OPUS_HAVE_RTCD) && (defined(HAVE_ARM_NE10)) */ - -#define opus_fft_alloc_arch(_st, arch) \ - ((void)(arch), opus_fft_alloc_arch_c(_st)) - -#define opus_fft_free_arch(_st, arch) \ - ((void)(arch), opus_fft_free_arch_c(_st)) - -#define opus_fft(_cfg, _fin, _fout, arch) \ - ((void)(arch), opus_fft_c(_cfg, _fin, _fout)) - -#define opus_ifft(_cfg, _fin, _fout, arch) \ - ((void)(arch), opus_ifft_c(_cfg, _fin, _fout)) - -#endif /* end if defined(OPUS_HAVE_RTCD) && (defined(HAVE_ARM_NE10)) */ -#endif /* end if !defined(OVERRIDE_OPUS_FFT) */ - -#ifdef __cplusplus -} -#endif - -#endif diff --git a/c/rnnoise/opus_types.h b/c/rnnoise/opus_types.h deleted file mode 100644 index 7180826..0000000 --- a/c/rnnoise/opus_types.h +++ /dev/null @@ -1,159 +0,0 @@ -/* (C) COPYRIGHT 1994-2002 Xiph.Org Foundation */ -/* Modified by Jean-Marc Valin */ -/* - Redistribution and use in source and binary forms, with or without - modification, are permitted provided that the following conditions - are met: - - - Redistributions of source code must retain the above copyright - notice, this list of conditions and the following disclaimer. - - - Redistributions in binary form must reproduce the above copyright - notice, this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. - - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER - OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF - LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -*/ -/* opus_types.h based on ogg_types.h from libogg */ - -/** - @file opus_types.h - @brief Opus reference implementation types -*/ -#ifndef OPUS_TYPES_H -#define OPUS_TYPES_H - -/* Use the real stdint.h if it's there (taken from Paul Hsieh's pstdint.h) */ -#if (defined(__STDC__) && __STDC__ && defined(__STDC_VERSION__) && __STDC_VERSION__ >= 199901L) || (defined(__GNUC__) && (defined(_STDINT_H) || defined(_STDINT_H_)) || defined (HAVE_STDINT_H)) -#include <stdint.h> - - typedef int16_t opus_int16; - typedef uint16_t opus_uint16; - typedef int32_t opus_int32; - typedef uint32_t opus_uint32; -#elif defined(_WIN32) - -# if defined(__CYGWIN__) -# include <_G_config.h> - typedef _G_int32_t opus_int32; - typedef _G_uint32_t opus_uint32; - typedef _G_int16 opus_int16; - typedef _G_uint16 opus_uint16; -# elif defined(__MINGW32__) - typedef short opus_int16; - typedef unsigned short opus_uint16; - typedef int opus_int32; - typedef unsigned int opus_uint32; -# elif defined(__MWERKS__) - typedef int opus_int32; - typedef unsigned int opus_uint32; - typedef short opus_int16; - typedef unsigned short opus_uint16; -# else - /* MSVC/Borland */ - typedef __int32 opus_int32; - typedef unsigned __int32 opus_uint32; - typedef __int16 opus_int16; - typedef unsigned __int16 opus_uint16; -# endif - -#elif defined(__MACOS__) - -# include <sys/types.h> - typedef SInt16 opus_int16; - typedef UInt16 opus_uint16; - typedef SInt32 opus_int32; - typedef UInt32 opus_uint32; - -#elif (defined(__APPLE__) && defined(__MACH__)) /* MacOS X Framework build */ - -# include <sys/types.h> - typedef int16_t opus_int16; - typedef u_int16_t opus_uint16; - typedef int32_t opus_int32; - typedef u_int32_t opus_uint32; - -#elif defined(__BEOS__) - - /* Be */ -# include <inttypes.h> - typedef int16 opus_int16; - typedef u_int16 opus_uint16; - typedef int32_t opus_int32; - typedef u_int32_t opus_uint32; - -#elif defined (__EMX__) - - /* OS/2 GCC */ - typedef short opus_int16; - typedef unsigned short opus_uint16; - typedef int opus_int32; - typedef unsigned int opus_uint32; - -#elif defined (DJGPP) - - /* DJGPP */ - typedef short opus_int16; - typedef unsigned short opus_uint16; - typedef int opus_int32; - typedef unsigned int opus_uint32; - -#elif defined(R5900) - - /* PS2 EE */ - typedef int opus_int32; - typedef unsigned opus_uint32; - typedef short opus_int16; - typedef unsigned short opus_uint16; - -#elif defined(__SYMBIAN32__) - - /* Symbian GCC */ - typedef signed short opus_int16; - typedef unsigned short opus_uint16; - typedef signed int opus_int32; - typedef unsigned int opus_uint32; - -#elif defined(CONFIG_TI_C54X) || defined (CONFIG_TI_C55X) - - typedef short opus_int16; - typedef unsigned short opus_uint16; - typedef long opus_int32; - typedef unsigned long opus_uint32; - -#elif defined(CONFIG_TI_C6X) - - typedef short opus_int16; - typedef unsigned short opus_uint16; - typedef int opus_int32; - typedef unsigned int opus_uint32; - -#else - - /* Give up, take a reasonable guess */ - typedef short opus_int16; - typedef unsigned short opus_uint16; - typedef int opus_int32; - typedef unsigned int opus_uint32; - -#endif - -#define opus_int int /* used for counters etc; at least 16 bits */ -#define opus_int64 long long -#define opus_int8 signed char - -#define opus_uint unsigned int /* used for counters etc; at least 16 bits */ -#define opus_uint64 unsigned long long -#define opus_uint8 unsigned char - -#endif /* OPUS_TYPES_H */ diff --git a/c/rnnoise/pitch.c b/c/rnnoise/pitch.c deleted file mode 100644 index bd101a6..0000000 --- a/c/rnnoise/pitch.c +++ /dev/null @@ -1,526 +0,0 @@ -/* Copyright (c) 2007-2008 CSIRO - Copyright (c) 2007-2009 Xiph.Org Foundation - Written by Jean-Marc Valin */ -/** - @file pitch.c - @brief Pitch analysis - */ - -/* - Redistribution and use in source and binary forms, with or without - modification, are permitted provided that the following conditions - are met: - - - Redistributions of source code must retain the above copyright - notice, this list of conditions and the following disclaimer. - - - Redistributions in binary form must reproduce the above copyright - notice, this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. - - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER - OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF - LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -*/ - -#ifdef HAVE_CONFIG_H -#include "config.h" -#endif - -#include "pitch.h" -#include "common.h" -//#include "modes.h" -//#include "stack_alloc.h" -//#include "mathops.h" -#include "celt_lpc.h" -#include "math.h" - -static void find_best_pitch(opus_val32 *xcorr, opus_val16 *y, int len, - int max_pitch, int *best_pitch -#ifdef FIXED_POINT - , int yshift, opus_val32 maxcorr -#endif - ) -{ - int i, j; - opus_val32 Syy=1; - opus_val16 best_num[2]; - opus_val32 best_den[2]; -#ifdef FIXED_POINT - int xshift; - - xshift = celt_ilog2(maxcorr)-14; -#endif - - best_num[0] = -1; - best_num[1] = -1; - best_den[0] = 0; - best_den[1] = 0; - best_pitch[0] = 0; - best_pitch[1] = 1; - for (j=0;j<len;j++) - Syy = ADD32(Syy, SHR32(MULT16_16(y[j],y[j]), yshift)); - for (i=0;i<max_pitch;i++) - { - if (xcorr[i]>0) - { - opus_val16 num; - opus_val32 xcorr16; - xcorr16 = EXTRACT16(VSHR32(xcorr[i], xshift)); -#ifndef FIXED_POINT - /* Considering the range of xcorr16, this should avoid both underflows - and overflows (inf) when squaring xcorr16 */ - xcorr16 *= 1e-12f; -#endif - num = MULT16_16_Q15(xcorr16,xcorr16); - if (MULT16_32_Q15(num,best_den[1]) > MULT16_32_Q15(best_num[1],Syy)) - { - if (MULT16_32_Q15(num,best_den[0]) > MULT16_32_Q15(best_num[0],Syy)) - { - best_num[1] = best_num[0]; - best_den[1] = best_den[0]; - best_pitch[1] = best_pitch[0]; - best_num[0] = num; - best_den[0] = Syy; - best_pitch[0] = i; - } else { - best_num[1] = num; - best_den[1] = Syy; - best_pitch[1] = i; - } - } - } - Syy += SHR32(MULT16_16(y[i+len],y[i+len]),yshift) - SHR32(MULT16_16(y[i],y[i]),yshift); - Syy = MAX32(1, Syy); - } -} - -static void celt_fir5(const opus_val16 *x, - const opus_val16 *num, - opus_val16 *y, - int N, - opus_val16 *mem) -{ - int i; - opus_val16 num0, num1, num2, num3, num4; - opus_val32 mem0, mem1, mem2, mem3, mem4; - num0=num[0]; - num1=num[1]; - num2=num[2]; - num3=num[3]; - num4=num[4]; - mem0=mem[0]; - mem1=mem[1]; - mem2=mem[2]; - mem3=mem[3]; - mem4=mem[4]; - for (i=0;i<N;i++) - { - opus_val32 sum = SHL32(EXTEND32(x[i]), SIG_SHIFT); - sum = MAC16_16(sum,num0,mem0); - sum = MAC16_16(sum,num1,mem1); - sum = MAC16_16(sum,num2,mem2); - sum = MAC16_16(sum,num3,mem3); - sum = MAC16_16(sum,num4,mem4); - mem4 = mem3; - mem3 = mem2; - mem2 = mem1; - mem1 = mem0; - mem0 = x[i]; - y[i] = ROUND16(sum, SIG_SHIFT); - } - mem[0]=mem0; - mem[1]=mem1; - mem[2]=mem2; - mem[3]=mem3; - mem[4]=mem4; -} - - -void pitch_downsample(celt_sig *x[], opus_val16 *x_lp, - int len, int C) -{ - int i; - opus_val32 ac[5]; - opus_val16 tmp=Q15ONE; - opus_val16 lpc[4], mem[5]={0,0,0,0,0}; - opus_val16 lpc2[5]; - opus_val16 c1 = QCONST16(.8f,15); -#ifdef FIXED_POINT - int shift; - opus_val32 maxabs = celt_maxabs32(x[0], len); - if (C==2) - { - opus_val32 maxabs_1 = celt_maxabs32(x[1], len); - maxabs = MAX32(maxabs, maxabs_1); - } - if (maxabs<1) - maxabs=1; - shift = celt_ilog2(maxabs)-10; - if (shift<0) - shift=0; - if (C==2) - shift++; -#endif - for (i=1;i<len>>1;i++) - x_lp[i] = SHR32(HALF32(HALF32(x[0][(2*i-1)]+x[0][(2*i+1)])+x[0][2*i]), shift); - x_lp[0] = SHR32(HALF32(HALF32(x[0][1])+x[0][0]), shift); - if (C==2) - { - for (i=1;i<len>>1;i++) - x_lp[i] += SHR32(HALF32(HALF32(x[1][(2*i-1)]+x[1][(2*i+1)])+x[1][2*i]), shift); - x_lp[0] += SHR32(HALF32(HALF32(x[1][1])+x[1][0]), shift); - } - - _celt_autocorr(x_lp, ac, NULL, 0, - 4, len>>1); - - /* Noise floor -40 dB */ -#ifdef FIXED_POINT - ac[0] += SHR32(ac[0],13); -#else - ac[0] *= 1.0001f; -#endif - /* Lag windowing */ - for (i=1;i<=4;i++) - { - /*ac[i] *= exp(-.5*(2*M_PI*.002*i)*(2*M_PI*.002*i));*/ -#ifdef FIXED_POINT - ac[i] -= MULT16_32_Q15(2*i*i, ac[i]); -#else - ac[i] -= ac[i]*(.008f*i)*(.008f*i); -#endif - } - - _celt_lpc(lpc, ac, 4); - for (i=0;i<4;i++) - { - tmp = MULT16_16_Q15(QCONST16(.9f,15), tmp); - lpc[i] = MULT16_16_Q15(lpc[i], tmp); - } - /* Add a zero */ - lpc2[0] = lpc[0] + QCONST16(.8f,SIG_SHIFT); - lpc2[1] = lpc[1] + MULT16_16_Q15(c1,lpc[0]); - lpc2[2] = lpc[2] + MULT16_16_Q15(c1,lpc[1]); - lpc2[3] = lpc[3] + MULT16_16_Q15(c1,lpc[2]); - lpc2[4] = MULT16_16_Q15(c1,lpc[3]); - celt_fir5(x_lp, lpc2, x_lp, len>>1, mem); -} - -void celt_pitch_xcorr(const opus_val16 *_x, const opus_val16 *_y, - opus_val32 *xcorr, int len, int max_pitch) -{ - -#if 0 /* This is a simple version of the pitch correlation that should work - well on DSPs like Blackfin and TI C5x/C6x */ - int i, j; -#ifdef FIXED_POINT - opus_val32 maxcorr=1; -#endif - for (i=0;i<max_pitch;i++) - { - opus_val32 sum = 0; - for (j=0;j<len;j++) - sum = MAC16_16(sum, _x[j], _y[i+j]); - xcorr[i] = sum; -#ifdef FIXED_POINT - maxcorr = MAX32(maxcorr, sum); -#endif - } -#ifdef FIXED_POINT - return maxcorr; -#endif - -#else /* Unrolled version of the pitch correlation -- runs faster on x86 and ARM */ - int i; - /*The EDSP version requires that max_pitch is at least 1, and that _x is - 32-bit aligned. - Since it's hard to put asserts in assembly, put them here.*/ -#ifdef FIXED_POINT - opus_val32 maxcorr=1; -#endif - celt_assert(max_pitch>0); - celt_assert((((unsigned char *)_x-(unsigned char *)NULL)&3)==0); - for (i=0;i<max_pitch-3;i+=4) - { - opus_val32 sum[4]={0,0,0,0}; - xcorr_kernel(_x, _y+i, sum, len); - xcorr[i]=sum[0]; - xcorr[i+1]=sum[1]; - xcorr[i+2]=sum[2]; - xcorr[i+3]=sum[3]; -#ifdef FIXED_POINT - sum[0] = MAX32(sum[0], sum[1]); - sum[2] = MAX32(sum[2], sum[3]); - sum[0] = MAX32(sum[0], sum[2]); - maxcorr = MAX32(maxcorr, sum[0]); -#endif - } - /* In case max_pitch isn't a multiple of 4, do non-unrolled version. */ - for (;i<max_pitch;i++) - { - opus_val32 sum; - sum = celt_inner_prod(_x, _y+i, len); - xcorr[i] = sum; -#ifdef FIXED_POINT - maxcorr = MAX32(maxcorr, sum); -#endif - } -#ifdef FIXED_POINT - return maxcorr; -#endif -#endif -} - -void pitch_search(const opus_val16 *x_lp, opus_val16 *y, - int len, int max_pitch, int *pitch) -{ - int i, j; - int lag; - int best_pitch[2]={0,0}; -#ifdef FIXED_POINT - opus_val32 maxcorr; - opus_val32 xmax, ymax; - int shift=0; -#endif - int offset; - - celt_assert(len>0); - celt_assert(max_pitch>0); - lag = len+max_pitch; - - opus_val16 x_lp4[len>>2]; - opus_val16 y_lp4[lag>>2]; - opus_val32 xcorr[max_pitch>>1]; - - /* Downsample by 2 again */ - for (j=0;j<len>>2;j++) - x_lp4[j] = x_lp[2*j]; - for (j=0;j<lag>>2;j++) - y_lp4[j] = y[2*j]; - -#ifdef FIXED_POINT - xmax = celt_maxabs16(x_lp4, len>>2); - ymax = celt_maxabs16(y_lp4, lag>>2); - shift = celt_ilog2(MAX32(1, MAX32(xmax, ymax)))-11; - if (shift>0) - { - for (j=0;j<len>>2;j++) - x_lp4[j] = SHR16(x_lp4[j], shift); - for (j=0;j<lag>>2;j++) - y_lp4[j] = SHR16(y_lp4[j], shift); - /* Use double the shift for a MAC */ - shift *= 2; - } else { - shift = 0; - } -#endif - - /* Coarse search with 4x decimation */ - -#ifdef FIXED_POINT - maxcorr = -#endif - celt_pitch_xcorr(x_lp4, y_lp4, xcorr, len>>2, max_pitch>>2); - - find_best_pitch(xcorr, y_lp4, len>>2, max_pitch>>2, best_pitch -#ifdef FIXED_POINT - , 0, maxcorr -#endif - ); - - /* Finer search with 2x decimation */ -#ifdef FIXED_POINT - maxcorr=1; -#endif - for (i=0;i<max_pitch>>1;i++) - { - opus_val32 sum; - xcorr[i] = 0; - if (abs(i-2*best_pitch[0])>2 && abs(i-2*best_pitch[1])>2) - continue; -#ifdef FIXED_POINT - sum = 0; - for (j=0;j<len>>1;j++) - sum += SHR32(MULT16_16(x_lp[j],y[i+j]), shift); -#else - sum = celt_inner_prod(x_lp, y+i, len>>1); -#endif - xcorr[i] = MAX32(-1, sum); -#ifdef FIXED_POINT - maxcorr = MAX32(maxcorr, sum); -#endif - } - find_best_pitch(xcorr, y, len>>1, max_pitch>>1, best_pitch -#ifdef FIXED_POINT - , shift+1, maxcorr -#endif - ); - - /* Refine by pseudo-interpolation */ - if (best_pitch[0]>0 && best_pitch[0]<(max_pitch>>1)-1) - { - opus_val32 a, b, c; - a = xcorr[best_pitch[0]-1]; - b = xcorr[best_pitch[0]]; - c = xcorr[best_pitch[0]+1]; - if ((c-a) > MULT16_32_Q15(QCONST16(.7f,15),b-a)) - offset = 1; - else if ((a-c) > MULT16_32_Q15(QCONST16(.7f,15),b-c)) - offset = -1; - else - offset = 0; - } else { - offset = 0; - } - *pitch = 2*best_pitch[0]-offset; -} - -#ifdef FIXED_POINT -static opus_val16 compute_pitch_gain(opus_val32 xy, opus_val32 xx, opus_val32 yy) -{ - opus_val32 x2y2; - int sx, sy, shift; - opus_val32 g; - opus_val16 den; - if (xy == 0 || xx == 0 || yy == 0) - return 0; - sx = celt_ilog2(xx)-14; - sy = celt_ilog2(yy)-14; - shift = sx + sy; - x2y2 = SHR32(MULT16_16(VSHR32(xx, sx), VSHR32(yy, sy)), 14); - if (shift & 1) { - if (x2y2 < 32768) - { - x2y2 <<= 1; - shift--; - } else { - x2y2 >>= 1; - shift++; - } - } - den = celt_rsqrt_norm(x2y2); - g = MULT16_32_Q15(den, xy); - g = VSHR32(g, (shift>>1)-1); - return EXTRACT16(MIN32(g, Q15ONE)); -} -#else -static opus_val16 compute_pitch_gain(opus_val32 xy, opus_val32 xx, opus_val32 yy) -{ - return xy/sqrt(1+xx*yy); -} -#endif - -static const int second_check[16] = {0, 0, 3, 2, 3, 2, 5, 2, 3, 2, 3, 2, 5, 2, 3, 2}; -opus_val16 remove_doubling(opus_val16 *x, int maxperiod, int minperiod, - int N, int *T0_, int prev_period, opus_val16 prev_gain) -{ - int k, i, T, T0; - opus_val16 g, g0; - opus_val16 pg; - opus_val32 xy,xx,yy,xy2; - opus_val32 xcorr[3]; - opus_val32 best_xy, best_yy; - int offset; - int minperiod0; - - minperiod0 = minperiod; - maxperiod /= 2; - minperiod /= 2; - *T0_ /= 2; - prev_period /= 2; - N /= 2; - x += maxperiod; - if (*T0_>=maxperiod) - *T0_=maxperiod-1; - - T = T0 = *T0_; - opus_val32 yy_lookup[maxperiod+1]; - dual_inner_prod(x, x, x-T0, N, &xx, &xy); - yy_lookup[0] = xx; - yy=xx; - for (i=1;i<=maxperiod;i++) - { - yy = yy+MULT16_16(x[-i],x[-i])-MULT16_16(x[N-i],x[N-i]); - yy_lookup[i] = MAX32(0, yy); - } - yy = yy_lookup[T0]; - best_xy = xy; - best_yy = yy; - g = g0 = compute_pitch_gain(xy, xx, yy); - /* Look for any pitch at T/k */ - for (k=2;k<=15;k++) - { - int T1, T1b; - opus_val16 g1; - opus_val16 cont=0; - opus_val16 thresh; - T1 = (2*T0+k)/(2*k); - if (T1 < minperiod) - break; - /* Look for another strong correlation at T1b */ - if (k==2) - { - if (T1+T0>maxperiod) - T1b = T0; - else - T1b = T0+T1; - } else - { - T1b = (2*second_check[k]*T0+k)/(2*k); - } - dual_inner_prod(x, &x[-T1], &x[-T1b], N, &xy, &xy2); - xy = HALF32(xy + xy2); - yy = HALF32(yy_lookup[T1] + yy_lookup[T1b]); - g1 = compute_pitch_gain(xy, xx, yy); - if (abs(T1-prev_period)<=1) - cont = prev_gain; - else if (abs(T1-prev_period)<=2 && 5*k*k < T0) - cont = HALF16(prev_gain); - else - cont = 0; - thresh = MAX16(QCONST16(.3f,15), MULT16_16_Q15(QCONST16(.7f,15),g0)-cont); - /* Bias against very high pitch (very short period) to avoid false-positives - due to short-term correlation */ - if (T1<3*minperiod) - thresh = MAX16(QCONST16(.4f,15), MULT16_16_Q15(QCONST16(.85f,15),g0)-cont); - else if (T1<2*minperiod) - thresh = MAX16(QCONST16(.5f,15), MULT16_16_Q15(QCONST16(.9f,15),g0)-cont); - if (g1 > thresh) - { - best_xy = xy; - best_yy = yy; - T = T1; - g = g1; - } - } - best_xy = MAX32(0, best_xy); - if (best_yy <= best_xy) - pg = Q15ONE; - else - pg = best_xy/(best_yy+1); - - for (k=0;k<3;k++) - xcorr[k] = celt_inner_prod(x, x-(T+k-1), N); - if ((xcorr[2]-xcorr[0]) > MULT16_32_Q15(QCONST16(.7f,15),xcorr[1]-xcorr[0])) - offset = 1; - else if ((xcorr[0]-xcorr[2]) > MULT16_32_Q15(QCONST16(.7f,15),xcorr[1]-xcorr[2])) - offset = -1; - else - offset = 0; - if (pg > g) - pg = g; - *T0_ = 2*T+offset; - - if (*T0_<minperiod0) - *T0_=minperiod0; - return pg; -} diff --git a/c/rnnoise/pitch.h b/c/rnnoise/pitch.h deleted file mode 100644 index 9bd31b4..0000000 --- a/c/rnnoise/pitch.h +++ /dev/null @@ -1,149 +0,0 @@ -/* Copyright (c) 2007-2008 CSIRO - Copyright (c) 2007-2009 Xiph.Org Foundation - Written by Jean-Marc Valin */ -/** - @file pitch.h - @brief Pitch analysis - */ - -/* - Redistribution and use in source and binary forms, with or without - modification, are permitted provided that the following conditions - are met: - - - Redistributions of source code must retain the above copyright - notice, this list of conditions and the following disclaimer. - - - Redistributions in binary form must reproduce the above copyright - notice, this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. - - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER - OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF - LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -*/ - -#ifndef PITCH_H -#define PITCH_H - -//#include "modes.h" -//#include "cpu_support.h" -#include "arch.h" - -void pitch_downsample(celt_sig *x[], opus_val16 *x_lp, - int len, int C); - -void pitch_search(const opus_val16 *x_lp, opus_val16 *y, - int len, int max_pitch, int *pitch); - -opus_val16 remove_doubling(opus_val16 *x, int maxperiod, int minperiod, - int N, int *T0, int prev_period, opus_val16 prev_gain); - - -/* OPT: This is the kernel you really want to optimize. It gets used a lot - by the prefilter and by the PLC. */ -static OPUS_INLINE void xcorr_kernel(const opus_val16 * x, const opus_val16 * y, opus_val32 sum[4], int len) -{ - int j; - opus_val16 y_0, y_1, y_2, y_3; - celt_assert(len>=3); - y_3=0; /* gcc doesn't realize that y_3 can't be used uninitialized */ - y_0=*y++; - y_1=*y++; - y_2=*y++; - for (j=0;j<len-3;j+=4) - { - opus_val16 tmp; - tmp = *x++; - y_3=*y++; - sum[0] = MAC16_16(sum[0],tmp,y_0); - sum[1] = MAC16_16(sum[1],tmp,y_1); - sum[2] = MAC16_16(sum[2],tmp,y_2); - sum[3] = MAC16_16(sum[3],tmp,y_3); - tmp=*x++; - y_0=*y++; - sum[0] = MAC16_16(sum[0],tmp,y_1); - sum[1] = MAC16_16(sum[1],tmp,y_2); - sum[2] = MAC16_16(sum[2],tmp,y_3); - sum[3] = MAC16_16(sum[3],tmp,y_0); - tmp=*x++; - y_1=*y++; - sum[0] = MAC16_16(sum[0],tmp,y_2); - sum[1] = MAC16_16(sum[1],tmp,y_3); - sum[2] = MAC16_16(sum[2],tmp,y_0); - sum[3] = MAC16_16(sum[3],tmp,y_1); - tmp=*x++; - y_2=*y++; - sum[0] = MAC16_16(sum[0],tmp,y_3); - sum[1] = MAC16_16(sum[1],tmp,y_0); - sum[2] = MAC16_16(sum[2],tmp,y_1); - sum[3] = MAC16_16(sum[3],tmp,y_2); - } - if (j++<len) - { - opus_val16 tmp = *x++; - y_3=*y++; - sum[0] = MAC16_16(sum[0],tmp,y_0); - sum[1] = MAC16_16(sum[1],tmp,y_1); - sum[2] = MAC16_16(sum[2],tmp,y_2); - sum[3] = MAC16_16(sum[3],tmp,y_3); - } - if (j++<len) - { - opus_val16 tmp=*x++; - y_0=*y++; - sum[0] = MAC16_16(sum[0],tmp,y_1); - sum[1] = MAC16_16(sum[1],tmp,y_2); - sum[2] = MAC16_16(sum[2],tmp,y_3); - sum[3] = MAC16_16(sum[3],tmp,y_0); - } - if (j<len) - { - opus_val16 tmp=*x++; - y_1=*y++; - sum[0] = MAC16_16(sum[0],tmp,y_2); - sum[1] = MAC16_16(sum[1],tmp,y_3); - sum[2] = MAC16_16(sum[2],tmp,y_0); - sum[3] = MAC16_16(sum[3],tmp,y_1); - } -} - -static OPUS_INLINE void dual_inner_prod(const opus_val16 *x, const opus_val16 *y01, const opus_val16 *y02, - int N, opus_val32 *xy1, opus_val32 *xy2) -{ - int i; - opus_val32 xy01=0; - opus_val32 xy02=0; - for (i=0;i<N;i++) - { - xy01 = MAC16_16(xy01, x[i], y01[i]); - xy02 = MAC16_16(xy02, x[i], y02[i]); - } - *xy1 = xy01; - *xy2 = xy02; -} - -/*We make sure a C version is always available for cases where the overhead of - vectorization and passing around an arch flag aren't worth it.*/ -static OPUS_INLINE opus_val32 celt_inner_prod(const opus_val16 *x, - const opus_val16 *y, int N) -{ - int i; - opus_val32 xy=0; - for (i=0;i<N;i++) - xy = MAC16_16(xy, x[i], y[i]); - return xy; -} - -void celt_pitch_xcorr(const opus_val16 *_x, const opus_val16 *_y, - opus_val32 *xcorr, int len, int max_pitch); - -#endif diff --git a/c/rnnoise/rnn.c b/c/rnnoise/rnn.c deleted file mode 100644 index c54958e..0000000 --- a/c/rnnoise/rnn.c +++ /dev/null @@ -1,178 +0,0 @@ -/* Copyright (c) 2008-2011 Octasic Inc. - 2012-2017 Jean-Marc Valin */ -/* - Redistribution and use in source and binary forms, with or without - modification, are permitted provided that the following conditions - are met: - - - Redistributions of source code must retain the above copyright - notice, this list of conditions and the following disclaimer. - - - Redistributions in binary form must reproduce the above copyright - notice, this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. - - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE FOUNDATION OR - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF - LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -*/ - -#ifdef HAVE_CONFIG_H -#include "config.h" -#endif - -#include <math.h> -#include "opus_types.h" -#include "common.h" -#include "arch.h" -#include "tansig_table.h" -#include "rnn.h" -#include "rnn_data.h" -#include <stdio.h> - -static OPUS_INLINE float tansig_approx(float x) -{ - int i; - float y, dy; - float sign=1; - /* Tests are reversed to catch NaNs */ - if (!(x<8)) - return 1; - if (!(x>-8)) - return -1; -#ifndef FIXED_POINT - /* Another check in case of -ffast-math */ - if (celt_isnan(x)) - return 0; -#endif - if (x<0) - { - x=-x; - sign=-1; - } - i = (int)floor(.5f+25*x); - x -= .04f*i; - y = tansig_table[i]; - dy = 1-y*y; - y = y + x*dy*(1 - y*x); - return sign*y; -} - -static OPUS_INLINE float sigmoid_approx(float x) -{ - return .5 + .5*tansig_approx(.5*x); -} - -static OPUS_INLINE float relu(float x) -{ - return x < 0 ? 0 : x; -} - -void compute_dense(const DenseLayer *layer, float *output, const float *input) -{ - int i, j; - int N, M; - int stride; - M = layer->nb_inputs; - N = layer->nb_neurons; - stride = N; - for (i=0;i<N;i++) - { - /* Compute update gate. */ - float sum = layer->bias[i]; - for (j=0;j<M;j++) - sum += layer->input_weights[j*stride + i]*input[j]; - output[i] = WEIGHTS_SCALE*sum; - } - if (layer->activation == ACTIVATION_SIGMOID) { - for (i=0;i<N;i++) - output[i] = sigmoid_approx(output[i]); - } else if (layer->activation == ACTIVATION_TANH) { - for (i=0;i<N;i++) - output[i] = tansig_approx(output[i]); - } else if (layer->activation == ACTIVATION_RELU) { - for (i=0;i<N;i++) - output[i] = relu(output[i]); - } else { - *(int*)0=0; - } -} - -void compute_gru(const GRULayer *gru, float *state, const float *input) -{ - int i, j; - int N, M; - int stride; - float z[MAX_NEURONS]; - float r[MAX_NEURONS]; - float h[MAX_NEURONS]; - M = gru->nb_inputs; - N = gru->nb_neurons; - stride = 3*N; - for (i=0;i<N;i++) - { - /* Compute update gate. */ - float sum = gru->bias[i]; - for (j=0;j<M;j++) - sum += gru->input_weights[j*stride + i]*input[j]; - for (j=0;j<N;j++) - sum += gru->recurrent_weights[j*stride + i]*state[j]; - z[i] = sigmoid_approx(WEIGHTS_SCALE*sum); - } - for (i=0;i<N;i++) - { - /* Compute reset gate. */ - float sum = gru->bias[N + i]; - for (j=0;j<M;j++) - sum += gru->input_weights[N + j*stride + i]*input[j]; - for (j=0;j<N;j++) - sum += gru->recurrent_weights[N + j*stride + i]*state[j]; - r[i] = sigmoid_approx(WEIGHTS_SCALE*sum); - } - for (i=0;i<N;i++) - { - /* Compute output. */ - float sum = gru->bias[2*N + i]; - for (j=0;j<M;j++) - sum += gru->input_weights[2*N + j*stride + i]*input[j]; - for (j=0;j<N;j++) - sum += gru->recurrent_weights[2*N + j*stride + i]*state[j]*r[j]; - if (gru->activation == ACTIVATION_SIGMOID) sum = sigmoid_approx(WEIGHTS_SCALE*sum); - else if (gru->activation == ACTIVATION_TANH) sum = tansig_approx(WEIGHTS_SCALE*sum); - else if (gru->activation == ACTIVATION_RELU) sum = relu(WEIGHTS_SCALE*sum); - else *(int*)0=0; - h[i] = z[i]*state[i] + (1-z[i])*sum; - } - for (i=0;i<N;i++) - state[i] = h[i]; -} - -#define INPUT_SIZE 42 - -void compute_rnn(RNNState *rnn, float *gains, float *vad, const float *input) { - int i; - float dense_out[MAX_NEURONS]; - float noise_input[MAX_NEURONS*3]; - float denoise_input[MAX_NEURONS*3]; - compute_dense(rnn->model->input_dense, dense_out, input); - compute_gru(rnn->model->vad_gru, rnn->vad_gru_state, dense_out); - compute_dense(rnn->model->vad_output, vad, rnn->vad_gru_state); - for (i=0;i<rnn->model->input_dense_size;i++) noise_input[i] = dense_out[i]; - for (i=0;i<rnn->model->vad_gru_size;i++) noise_input[i+rnn->model->input_dense_size] = rnn->vad_gru_state[i]; - for (i=0;i<INPUT_SIZE;i++) noise_input[i+rnn->model->input_dense_size+rnn->model->vad_gru_size] = input[i]; - compute_gru(rnn->model->noise_gru, rnn->noise_gru_state, noise_input); - - for (i=0;i<rnn->model->vad_gru_size;i++) denoise_input[i] = rnn->vad_gru_state[i]; - for (i=0;i<rnn->model->noise_gru_size;i++) denoise_input[i+rnn->model->vad_gru_size] = rnn->noise_gru_state[i]; - for (i=0;i<INPUT_SIZE;i++) denoise_input[i+rnn->model->vad_gru_size+rnn->model->noise_gru_size] = input[i]; - compute_gru(rnn->model->denoise_gru, rnn->denoise_gru_state, denoise_input); - compute_dense(rnn->model->denoise_output, gains, rnn->denoise_gru_state); -} diff --git a/c/rnnoise/rnn.h b/c/rnnoise/rnn.h deleted file mode 100644 index 10329f5..0000000 --- a/c/rnnoise/rnn.h +++ /dev/null @@ -1,69 +0,0 @@ -/* Copyright (c) 2017 Jean-Marc Valin */ -/* - Redistribution and use in source and binary forms, with or without - modification, are permitted provided that the following conditions - are met: - - - Redistributions of source code must retain the above copyright - notice, this list of conditions and the following disclaimer. - - - Redistributions in binary form must reproduce the above copyright - notice, this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. - - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE FOUNDATION OR - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF - LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -*/ - -#ifndef RNN_H_ -#define RNN_H_ - -#include "rnnoise.h" - -#include "opus_types.h" - -#define WEIGHTS_SCALE (1.f/256) - -#define MAX_NEURONS 128 - -#define ACTIVATION_TANH 0 -#define ACTIVATION_SIGMOID 1 -#define ACTIVATION_RELU 2 - -typedef signed char rnn_weight; - -typedef struct { - const rnn_weight *bias; - const rnn_weight *input_weights; - int nb_inputs; - int nb_neurons; - int activation; -} DenseLayer; - -typedef struct { - const rnn_weight *bias; - const rnn_weight *input_weights; - const rnn_weight *recurrent_weights; - int nb_inputs; - int nb_neurons; - int activation; -} GRULayer; - -typedef struct RNNState RNNState; - -void compute_dense(const DenseLayer *layer, float *output, const float *input); - -void compute_gru(const GRULayer *gru, float *state, const float *input); - -void compute_rnn(RNNState *rnn, float *gains, float *vad, const float *input); - -#endif /* _MLP_H_ */ diff --git a/c/rnnoise/rnn_data.c b/c/rnnoise/rnn_data.c deleted file mode 100644 index 22c5316..0000000 --- a/c/rnnoise/rnn_data.c +++ /dev/null @@ -1,11051 +0,0 @@ -/*This file is automatically generated from a Keras model*/ - -#ifdef HAVE_CONFIG_H -#include "config.h" -#endif - -#include "rnn.h" -#include "rnn_data.h" - -static const rnn_weight input_dense_weights[1008] = { - -10, 0, -3, 1, -8, -6, 3, -13, - 1, 0, -3, -7, -5, -3, 6, -1, - -6, 0, -6, -4, -1, -2, 1, 1, - -7, 2, 21, 10, -5, -20, 24, 23, - 37, 8, -2, 33, -6, 22, 13, -2, - 50, 8, 13, 1, -15, 30, -10, 30, - 0, 3, 5, 27, 1, 4, -3, 41, - 56, 35, -2, 49, -13, 11, 13, -2, - -47, 5, -16, -60, -15, 77, -17, 26, - -3, 14, -21, 19, -5, -19, -13, 0, - 10, 14, 9, 31, -13, -41, -10, 4, - 22, 18, -48, -6, -10, 62, -3, -18, - -14, 12, 26, -28, 3, 14, 25, -13, - -19, 6, 5, 36, -3, -65, -12, 0, - 31, -7, -9, 101, -4, 26, 16, 17, - -12, -12, 14, -36, -3, 5, -15, 21, - 2, 30, -3, 38, -4, 1, -6, 7, - -7, 14, 38, -22, -30, -3, -7, 3, - -39, -70, -126, 25, 34, 94, -67, -22, - -33, 83, -47, -118, 4, 70, 33, 25, - 62, -128, -76, -118, -113, 49, -12, -100, - -18, -114, -33, 43, 32, 61, 40, -9, - -106, 2, 36, -100, -40, -5, 20, -75, - 61, -51, -9, 126, -27, -52, 5, -24, - -21, -126, -114, -12, 15, 106, -2, 73, - -125, 50, 13, -120, 35, 35, 4, -61, - 29, -124, 6, -53, -69, -125, 64, -89, - 36, -107, -103, -7, 27, 121, 69, 77, - -35, 35, 95, -125, -49, 97, -45, -43, - -23, 23, -28, -65, -118, 2, 8, -126, - 27, -97, 92, 5, 55, 82, 17, -57, - -115, 37, 8, -106, -46, 41, -2, 21, - -44, 8, -73, -58, -39, 34, 89, -95, - 95, -117, 120, -58, 31, 123, 1, -32, - -109, -110, 60, -120, -43, -74, 5, 91, - 26, 21, 114, 82, -83, -126, 123, 22, - -16, -67, 25, -83, 46, 48, -34, -121, - -124, -63, -35, -9, 31, 82, 123, 6, - -3, 117, 93, -2, -13, -36, 124, -112, - -6, -102, -5, -33, -15, 44, -69, -127, - -23, -40, -34, -85, 68, 83, -1, 40, - 8, 84, 118, -58, -55, -102, 123, -55, - -14, -123, 44, -63, -14, 21, 35, 16, - 24, -126, -13, -114, 35, 20, -36, 61, - -9, 97, 34, 19, -32, -109, 76, -104, - 99, -119, 45, -125, -51, -28, -8, -69, - -8, 125, -45, -93, 113, 103, -41, -82, - 52, 7, 126, 0, -40, 104, 55, -58, - 17, -124, -93, -58, 8, -45, 1, 56, - -123, 108, -47, -23, 115, 127, 17, -68, - -13, 116, -82, -44, 45, 67, -120, -101, - -15, -125, 120, -113, 17, -48, -73, 126, - -64, -86, -118, -19, 112, -1, -66, -27, - -62, 121, -86, -58, 50, 89, -38, -75, - 95, -111, 12, -113, 2, -68, 2, -94, - -121, 91, -5, 0, 79, 43, -7, -18, - 79, 35, -38, 47, 1, -45, 83, -50, - 102, 32, 55, -96, 15, -122, -69, 45, - -27, 91, -62, -30, 46, -95, 22, -72, - -97, -1, 14, -122, 28, 127, 61, -126, - 121, 9, 68, -120, 49, -60, 90, 3, - 43, 68, 54, 34, -10, 28, 21, -24, - -54, 22, -113, -12, 82, -2, -17, -9, - 127, 8, 116, -92, 0, -70, -33, 123, - 66, 116, -74, -4, 74, -72, -22, -47, - 1, -83, -60, -124, 1, 122, -57, -43, - 49, 40, -126, -128, -8, -29, 28, -24, - -123, -121, -70, -93, -37, -126, 11, -125, - -37, 11, -31, -51, -124, 116, -128, 8, - -25, 109, 75, -12, 7, 8, 10, 117, - 124, -128, -128, 29, -26, 101, 21, -128, - 87, 8, -39, 23, -128, 127, -127, 74, - -55, 74, 112, 127, 4, 55, 44, -92, - 123, 34, -93, 47, -21, -92, 17, 49, - -121, 92, 7, -126, -125, 124, -74, 3, - -59, 18, -91, 3, -9, 9, 56, 116, - 7, -29, 33, 87, -21, -128, -13, 57, - 74, 9, -29, -61, -97, -21, -95, -12, - -114, 16, 82, 125, -7, 10, -24, 9, - 77, -128, -102, -25, 3, -126, 10, 13, - -18, 51, 26, 127, -79, 35, 51, 12, - -50, -24, 1, -7, 22, 81, 65, 120, - -30, -38, 85, 122, -4, -106, -11, 27, - 53, 41, 8, -104, -66, -38, -124, 10, - 12, 76, 117, -109, 9, 11, 2, -18, - 3, 113, -16, -79, -39, -123, -20, -128, - 2, 13, -33, -58, 10, 84, -104, 13, - 64, 109, 1, 54, -12, 28, 24, 63, - -126, 118, -82, 46, -12, -15, 14, -43, - 60, 22, -32, -19, -46, 91, -107, 24, - -94, 26, -47, 125, 6, 58, -15, -75, - -26, -38, -35, 103, -16, -17, -13, 63, - -2, 45, -45, -73, -23, 70, -87, 51, - -17, 53, 76, 14, -18, -31, -14, 103, - 8, 21, -28, -33, -20, -47, 6, 39, - 40, -30, 7, -76, 55, 31, -20, -21, - -59, 1, 25, -11, 17, 5, -13, -39, - 0, -76, 50, -33, -29, -50, -16, -11, - -12, -1, -46, 40, -10, 65, -19, 21, - -41, -32, -83, -19, -4, 49, -60, 118, - -24, -46, 9, 102, -20, 8, -19, 25, - 31, -3, -37, 0, 25, 7, 29, 2, - -39, 127, -64, -20, 64, 115, -30, 36, - 100, 35, 122, 127, 127, -127, 127, -127, - 19, 127, -89, -79, -32, 39, -127, 125, - -80, 126, -127, 26, 8, 98, -8, -57, - -90, -50, 126, 61, 127, -126, 40, -106, - -68, 104, -125, -119, 11, 10, -127, 66, - -56, -12, -126, -104, 27, 75, 38, -124, - -126, -125, 84, -123, -45, -114, -128, 127, - 103, -101, -124, 127, -11, -23, -123, 92, - -123, 24, 126, 41, -2, -39, -27, -94, - 40, -112, -48, 127, 58, 14, 38, -75, - -64, 73, 117, 100, -119, -11, 6, 32, - -126, -14, 35, 121, -10, 54, -60, 89, - -3, 69, -25, -20, 43, -86, -34, 24, - 27, 7, -81, -99, -23, -16, -26, 13, - 35, -97, 80, -29, -13, -121, -12, -65, - -94, 70, -89, -126, -95, 88, 33, 96, - 29, -90, 69, 114, -78, 65, 90, -47, - -47, 89, 1, -12, 3, 8, 30, 5, - 2, -30, -1, 6, -7, 10, -4, 46, - -27, -40, 22, -6, -17, 45, 24, -9, - 23, -14, -63, -26, -12, -57, 27, 25, - 55, -76, -47, 21, 34, 33, 26, 17, - 14, 6, 9, 26, 25, -25, -25, -18 -}; - -static const rnn_weight input_dense_bias[24] = { - 38, -6, 127, 127, 127, -43, -127, 78, - 127, 5, 127, 123, 127, 127, -128, -76, - -126, 28, 127, 125, -30, 127, -89, -20 -}; - -static const DenseLayer input_dense = { - input_dense_bias, - input_dense_weights, - 42, 24, ACTIVATION_TANH -}; - -static const rnn_weight vad_gru_weights[1728] = { - -124, 23, -123, -33, -95, -4, 8, -84, - 4, 101, -119, 116, -4, 123, 103, -51, - 29, -124, -114, -49, 31, 9, 75, -128, - 0, -49, 37, -50, 46, -21, -63, -104, - 54, 82, 33, 21, 70, 127, -9, -79, - -39, -23, -127, 107, 122, -96, -46, -18, - -39, 13, -28, -48, 14, 56, -52, 49, - -1, -121, 25, -18, -36, -52, -57, -30, - 54, -124, -26, -47, 10, 39, 12, 2, - 9, -127, -128, 102, 21, 11, -64, -71, - 89, -113, -111, 54, 31, 94, 121, -40, - 30, 40, -109, 73, -9, 108, -92, 2, - -127, 116, 127, 127, -122, 95, 127, -37, - -127, 28, 89, 10, 24, -104, -62, -67, - -14, 38, 14, -71, 22, -41, 20, -50, - 39, 63, 86, 127, -18, 79, 4, -51, - 2, 33, 117, -113, -78, 56, -91, 37, - 34, -45, -44, -22, 21, -16, 56, 30, - -84, -79, 38, -74, 127, 9, -25, 2, - 82, 61, 25, -26, 26, 11, 117, -65, - 12, -58, 42, -62, -93, 11, 11, 124, - -123, 80, -125, 11, -90, 42, 94, 4, - -109, -1, 85, -52, 45, -26, -27, 77, - -5, 30, 90, 0, 95, -7, 53, 29, - -82, 22, -9, 74, 2, -12, -73, 114, - 97, -64, 122, -77, 43, 91, 86, 126, - 106, 72, 90, -43, 46, 96, -51, 21, - 22, 68, 22, 41, 79, 75, -46, -105, - 23, -116, 127, -123, 102, 57, 85, 10, - -29, 34, 125, 126, 124, 81, -15, 54, - 96, -128, 39, -124, 103, 74, 126, 127, - -50, -71, -122, -64, 93, -75, 71, 105, - 122, 123, 126, 122, -127, 33, -63, -74, - 124, -71, 33, 41, -56, 19, 6, 65, - 41, 90, -116, -3, -46, 75, -13, 98, - -74, -42, 74, -95, -96, 81, 24, 32, - -19, -123, 74, 55, 109, 115, 0, 32, - 33, 12, -20, 9, 127, 127, -61, 79, - -48, -54, -49, 101, -9, 27, -106, 74, - 119, 77, 87, -126, -24, 127, 124, 31, - 34, 127, 40, 3, -90, 127, 23, 57, - -53, 127, -69, -88, -33, 127, 19, -46, - -9, -125, 13, -126, -113, 127, -41, 46, - 106, -62, 3, -10, 111, 49, -34, -24, - -20, -112, 11, 101, -50, -34, 50, 65, - -64, -106, 70, -48, 60, 9, -122, -45, - 15, -112, -26, -4, 1, 39, 23, 58, - -45, -80, 127, 82, 58, 30, -94, -119, - 51, -89, 95, -107, 30, 127, 125, 58, - -52, -42, -38, -20, -122, 115, 39, -26, - 5, 73, 13, -39, 43, -23, -20, -125, - 23, 35, 53, -61, -66, 72, -20, 33, - 8, 35, 4, 7, 18, 19, 16, -45, - -50, -71, 31, -29, -41, -27, 10, 14, - 27, 9, -23, 98, 6, -94, 92, 127, - -114, 59, -26, -100, -62, -127, -17, -85, - -60, 126, -42, -6, 33, -120, -26, -126, - -127, -35, -114, -31, 25, -126, -100, -126, - -64, -46, -31, 30, 25, -74, -111, -97, - -81, -104, -114, -19, -9, -116, -69, 22, - 30, 59, 8, -51, 16, -97, 18, -4, - -89, 80, -50, 3, 36, -67, 56, 69, - -26, 107, -10, 58, -28, -4, -57, -72, - -111, 0, -75, -119, 14, -75, -49, -66, - -49, 8, -121, 22, -54, 121, 30, 54, - -26, -126, -123, 56, 5, 48, 21, -127, - -11, 23, 25, -82, 6, -25, 119, 78, - 4, -104, 27, 61, -48, 37, -13, -52, - 50, -50, 44, -1, -22, -43, -59, -78, - -67, -32, -26, 9, -3, 40, 16, 19, - 3, -9, 20, -6, -37, 28, 39, 17, - -19, -10, 1, 6, -59, 74, 47, 3, - -119, 0, -128, -107, -25, -22, -69, -23, - -111, -42, -93, -120, 90, -85, -54, -118, - 76, -79, 124, 101, -77, -75, -17, -71, - -114, 68, 55, 79, -1, -123, -20, 127, - -65, -123, -128, -87, 123, 9, -115, -14, - 7, -4, 127, -79, -115, 125, -28, 89, - -83, 49, 89, 119, -69, -5, 12, -49, - 60, 57, -24, -99, -110, 76, -83, 125, - 73, 81, 11, 8, -45, 1, 83, 13, - -70, -2, 97, 112, -97, 53, -9, -94, - 124, 44, -49, -24, 52, 76, -110, -70, - -114, -12, 72, -4, -114, 43, -43, 81, - 102, -84, -27, 62, -40, 52, 58, 124, - -35, -51, -123, -43, 56, -75, -34, -35, - -106, 93, -43, 14, -16, 46, 62, -97, - 21, 30, -53, 21, -11, -33, -20, -95, - 4, -126, 12, 45, 20, 108, 85, 11, - 20, -40, 99, 4, -25, -18, -23, -12, - -126, -55, -20, -44, -51, 91, -127, 127, - -44, 7, 127, 78, 38, 125, -6, -94, - -103, 73, 126, -126, 18, 59, -46, 106, - 76, 116, -31, 75, -4, 92, 102, 32, - -31, 73, 42, -21, -28, 57, 127, -8, - -107, 115, 124, -94, -4, -128, 29, -57, - 70, -82, 50, -13, -44, 38, 67, -93, - 6, -39, -46, 56, 68, 27, 61, 26, - 18, -72, 127, 22, 18, -31, 127, 61, - -65, -38, 1, -67, -1, 8, -73, 46, - -116, -94, 58, -49, 71, -40, -63, -82, - -20, -60, 93, 76, 69, -106, 34, -31, - 4, -25, 107, -18, 45, 4, -61, 126, - 54, -126, -125, 41, 19, 44, 32, -98, - 125, -24, 125, -96, -125, 15, 87, -4, - -90, 18, -40, 28, -69, 67, 22, 41, - 39, 7, -48, -44, 12, 69, -13, 2, - 44, -38, 111, -7, -126, -22, -9, 74, - -128, -36, -7, -123, -15, -79, -91, -37, - -127, -122, 104, 30, 7, 98, -37, 111, - -116, -47, 127, -45, 118, -111, -123, -120, - -77, -64, -125, 124, 77, 111, 77, 18, - -113, 117, -9, 67, -77, 126, 49, -20, - -124, 39, 41, -124, -34, 114, -87, -126, - 98, -20, 59, -17, -24, 125, 107, 54, - 35, 33, -44, 12, -29, 125, -71, -28, - -63, -114, 28, -17, 121, -36, 127, 89, - -122, -49, -18, -48, 17, 24, 19, -64, - -128, 13, 86, 45, 13, -49, 55, 84, - 48, 80, -39, 99, -127, 70, -33, 30, - 50, 126, -65, -117, -13, -20, -24, 127, - 115, -72, -104, 63, 126, -42, 57, 17, - 46, 21, 119, 110, -100, -60, -112, 62, - -33, 28, 26, -22, -60, -33, -54, 78, - 25, 32, -114, 86, 44, 26, 43, 76, - 121, 19, 97, -2, -3, -73, -68, 6, - -116, 6, -43, -97, 46, -128, -120, -31, - -119, -29, 16, 16, -126, -128, -126, -46, - -9, -3, 92, -31, -76, -126, -3, -107, - -12, -23, -69, 5, 51, 27, -42, 23, - -70, -128, -29, 22, 29, -126, -55, 50, - -71, -3, 127, 44, -27, -70, -63, -66, - -70, 104, 86, 115, 29, -92, 41, -90, - 44, -11, -28, 20, -11, -63, -16, 43, - 31, 17, -73, -31, -1, -17, -11, -39, - 56, 18, 124, 72, -14, 28, 69, -121, - -125, 34, 127, 63, 86, -80, -126, -125, - -124, -47, 124, 77, 124, -19, 23, -7, - -50, 96, -128, -93, 102, -53, -36, -87, - 119, -125, 92, -126, 118, 102, 72, -2, - 125, 10, 97, 124, -125, 125, 71, -20, - -47, -116, -121, -4, -9, -32, 79, -124, - -36, 33, -128, -74, 125, 23, 127, -29, - -115, -32, 124, -89, 32, -107, 43, -17, - 24, 24, 18, 29, -13, -15, -36, 62, - -91, 4, -41, 95, 28, -23, 6, 46, - 84, 66, 77, 68, -70, -1, -23, -6, - 65, 70, -21, 9, 77, -12, 2, -118, - 4, 9, -108, 84, 52, 2, 52, 13, - -10, 58, -110, 18, 66, -95, -23, 70, - 31, -3, 56, 56, -3, -7, 1, -27, - -48, -61, 41, -4, 10, -62, 32, -7, - -24, 9, -48, -60, -4, 79, -20, -38, - -76, 68, -49, -97, 0, -15, 5, -100, - -49, -95, -99, -115, -9, -40, 10, 104, - 13, 56, 127, -27, -109, -94, -118, -102, - -44, -85, 52, 127, -4, 14, 62, 121, - -122, -26, -79, -42, -34, 1, 25, -38, - -79, -58, -31, -31, -90, -30, -123, 32, - -56, 125, 66, 124, -1, 3, 91, -103, - -7, 23, 78, -18, 9, 69, -69, 76, - -38, -33, -2, -98, 18, 106, 84, 55, - 87, -47, 35, -124, 64, 41, -14, 46, - 25, -2, 120, -21, 82, 19, -79, -37, - -3, -8, -16, 21, 19, -5, -28, -112, - 39, -6, -30, 53, -69, 53, 46, 127, - 123, 78, 20, 28, -7, 73, 72, 17, - -40, 41, 111, 57, 32, -95, 29, 28, - -39, -65, 54, -20, -63, 29, -67, 3, - 44, -57, -47, 11, 61, -22, -44, 61, - 48, -100, 20, 125, 96, -24, -16, 3, - -69, -126, 74, -125, 9, 45, -67, -123, - -59, -72, 118, 69, 45, 50, -57, 67, - 13, -66, -106, 47, 62, 22, -1, -22, - -25, -40, -125, 3, 125, 32, 102, -56, - -25, -75, -30, 122, 60, -13, 36, -73, - 7, -84, 124, 40, -118, 17, -87, -118, - -8, 3, -27, 111, -40, 40, -51, 127, - 125, -45, -30, -54, 46, 80, -1, -30, - 101, -17, 18, 26, 54, 7, -12, 1, - -127, 123, -122, -27, -75, 64, 10, 25, - -15, -44, 127, -127, 5, -84, -81, -7, - 19, -26, 126, 15, 116, -126, 14, -76, - 44, 62, -110, -124, 125, -29, -87, -3, - -69, 82, 90, 57, -123, 123, 100, -19, - -51, -32, 69, 37, -57, -128, -124, -72, - -13, 51, -7, -45, -73, 5, 99, -26, - -117, -96, -109, 4, -31, -12, 0, 31, - -42, -27, 12, -81, 118, 39, 83, 14, - 41, -126, 107, -82, 94, -116, -122, -47, - -109, -84, -128, -35, -56, 66, 8, -65, - 19, 42, -46, -72, -109, 41, 43, -127, - -113, 58, 127, 42, -75, -1, 65, 117, - -55, -113, -123, 124, 43, -96, -115, -19, - 68, 15, 94, 3, 75, 0, 34, 9, - 42, 110, -48, 92, -76, 99, -17, 27, - 32, 13, 125, 50, -17, 56, 4, 53, - 34, -8, 99, 80, -126, -21, -65, -11, - -46, 44, -81, -3, -121, 123, 66, -81, - -84, 119, 127, 84, 105, 45, -66, -42, - -23, 32, -25, 12, 111, 127, 88, 125, - 30, 24, -127, -9, -54, 127, -116, -119, - 88, 70, 94, -120, 35, -93, 15, 22, - -21, 25, -110, -123, -45, 8, -109, 125, - -122, -86, -126, 8, -14, -120, -45, -45, - 69, -125, -122, 6, 81, 86, 125, 95, - 54, 77, 54, -123, 126, -85, -117, 56, - 11, 0, -61, -91, -12, -2, -113, -3, - -15, -122, -63, -91, 10, 84, -111, 125, - 93, 21, 62, -78, -116, 13, -57, 28, - -124, 126, 110, 12, 15, 95, 15, -19, - -125, -97, 52, -7, 101, 9, 20, -125, - -26, -56, 72, 77, 12, -126, 22, -29, - 47, 62, 95, 112, 69, 32, 97, -83, - -8, -5, 67, -63, -123, 79, 59, 0, - -6, -17, 4, -111, -52, 27, 65, 0 -}; - -static const rnn_weight vad_gru_recurrent_weights[1728] = { - 65, 83, 35, 56, 24, -34, -28, -2, - 125, 19, 42, -9, 124, -53, 24, -87, - 11, 35, -81, -35, -125, -31, 123, -21, - 33, -91, 113, -93, 45, -6, 53, 38, - -92, 8, -27, 87, 4, 43, 43, 10, - -128, -128, -46, 127, -38, -45, 25, -87, - 19, 5, 52, -96, -23, -29, 121, -126, - -24, -20, -2, 69, -50, 6, 71, -81, - -125, 90, -94, 1, -38, 36, 89, 17, - -60, 71, -48, 18, -15, 44, -18, 59, - 11, 114, -51, 32, 110, 1, 4, 109, - -24, 127, 27, 60, 88, 24, 45, -59, - 75, -36, 8, 57, -32, -25, 13, 126, - -89, -61, -76, 127, 18, -62, -68, 23, - -113, 5, 126, 43, -88, 26, -78, 18, - 75, 21, 9, -74, 20, 41, 126, -118, - -15, 9, 116, 126, -127, 34, -6, 126, - -128, -53, -54, -55, -121, 70, 127, -12, - -68, 82, -25, 104, -126, 126, -21, -26, - 124, -75, -127, -120, 13, 61, -64, -108, - -63, -65, -44, -35, -61, -39, 109, -74, - 113, -3, 108, -30, 125, 120, 39, 125, - -128, -95, -99, 111, 9, 25, 114, -75, - -92, -54, -12, -32, -38, 10, 31, 10, - 63, 51, 40, -99, 74, 4, 50, -128, - -36, -35, -11, -28, -126, -7, 66, -58, - -126, -22, -83, -61, -127, 49, 126, -8, - 7, 62, 36, -11, -32, -44, 63, 116, - 41, 65, -127, 126, 63, -30, -96, 74, - -92, 127, 38, -18, -128, 68, -5, 101, - -4, 85, 58, 79, 0, -58, 8, 119, - -70, -1, -79, -68, 114, -28, -90, -6, - -112, 2, 127, -8, 10, 55, -59, -126, - 127, 125, 80, 72, 35, -54, 95, -124, - -124, 79, 23, -46, -61, -127, -100, 99, - -77, 8, -87, 5, -2, 49, 85, 7, - -71, 82, 53, -41, 22, -22, -93, -103, - 6, 52, -56, 14, -8, -111, 85, 16, - 54, 32, -118, -24, 61, -53, 96, -70, - -5, -17, -67, -84, -7, -82, -107, -96, - 21, -83, -58, 50, 12, -126, -1, -28, - 34, -126, 115, 17, 91, 1, -127, 72, - 11, 126, -81, 6, 96, -8, 77, 15, - -6, 63, -27, 20, -123, -109, 85, -79, - -17, 126, -92, 2, -61, 20, 14, 17, - 121, 123, 30, 57, 120, 127, 57, 42, - 117, 98, 67, 39, -20, -70, 100, 7, - 125, 122, 40, 16, -79, 125, 83, 41, - -106, -57, 24, 55, 27, -66, -111, -44, - -7, -43, -66, 121, 42, -128, -45, 35, - 15, -127, 34, -35, -34, -40, -18, -6, - 63, 111, 31, 116, 127, 19, 24, -71, - -39, 34, 11, 19, -40, 27, 12, 106, - -10, 56, -82, -106, -2, -50, -52, 114, - -126, -34, -43, -68, 10, 76, 57, -118, - -128, 37, -104, 76, 125, 3, -76, 127, - -29, 84, -94, -15, 55, 125, 79, 127, - -57, -125, 104, -68, 126, 126, -77, 51, - 45, 33, -109, 115, -11, 1, 95, -121, - -5, -9, -126, -114, 39, 68, -126, -107, - -51, -42, 24, -8, 51, -27, -43, 66, - -45, 62, -98, -109, 69, 67, 0, -125, - -128, 49, 31, 126, -122, 2, -55, -67, - -126, -70, -128, -125, -77, 25, 16, -8, - -102, 11, -75, 82, 38, -5, 5, 19, - 34, 47, -127, -93, 21, 24, -97, -18, - 31, 39, 34, -20, 22, 123, 7, -77, - -81, -46, -9, 1, 23, 39, -127, -43, - -8, -50, 10, -21, 59, -9, -4, -13, - -27, 44, 127, 52, -47, 70, -43, 52, - 101, -49, 27, 45, 49, 33, -125, 55, - 114, 20, -1, 76, -24, -96, 105, 24, - 126, 75, -21, -105, 13, -42, 40, 126, - -30, -39, -95, 125, -63, 11, 6, 125, - 125, -14, 5, 42, -61, -4, 49, 88, - 6, -107, -28, 19, -29, 47, 126, 6, - -46, -89, -18, 91, -20, -6, 118, -21, - -22, 39, 115, 11, -42, 54, 73, -55, - -77, 62, -27, -59, -99, -12, -127, -40, - 56, -3, -124, -91, 71, -111, 6, -19, - 82, -24, -35, 102, -42, 7, -126, -126, - -125, 18, 98, -52, 127, 105, -52, 40, - -83, 126, -122, 109, 5, 127, 48, 6, - 5, -125, 100, -16, 29, 85, -89, 8, - 4, 41, 62, -127, 62, 122, 85, 122, - -107, 8, -125, 93, -127, 127, 102, 19, - 19, -66, 41, -42, 114, 127, -48, -117, - -29, -6, -73, -102, -3, -19, 0, 88, - 42, 87, -117, -20, 2, 122, 28, 63, - 71, 66, 120, 93, 124, -43, 49, 103, - 31, 90, -91, -22, -126, 26, -24, -21, - 51, -126, 87, -103, -69, -10, -66, -23, - 20, 97, 36, 25, -127, 30, -20, -63, - 30, 51, -116, 23, 40, -39, 36, -83, - -77, -25, -50, 110, 14, 13, -109, 125, - -65, -55, -87, 124, -126, -32, -72, -108, - 127, 127, -125, -124, 61, 121, 102, -128, - -127, 16, 100, 127, -124, -68, 72, -93, - -128, 43, -93, -19, -125, -97, -113, -33, - 83, 127, -44, 127, -75, 127, 16, 44, - 50, -122, 23, 118, 46, 19, 26, -128, - 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126, 40, -108, -6, -6, 57, 64, -28, - -76, 30, -117, -93, 31, -92, -44, -64, - 94, 58, 65, 114, 41, 47, 71, 42, - -26, 99, -126, 57, -5, 74, -19, -113, - -1, 67, -21, 126, 1, -3, 33, 60, - -82, 37, -48, 89, 114, -38, 127, -114, - 35, 58, -5, 21, -46, 121, -123, -43, - 127, 115, 123, 122, -101, 126, 127, 81, - 52, 89, -127, 102, 42, 117, -9, -2, - 125, 127, 110, 96, 120, 66, 70, 124, - 55, 84, -38, -58, 119, -127, -16, -79, - 123, 18, -127, -50, -38, 120, -85, 1, - 7, -56, 108, -77, -2, 21, 37, 1, - 13, -105, -69, 28, -87, 33, -104, -51, - 126, 41, 3, -121, 28, 71, 58, 86, - -8, 127, 94, -55, 125, 40, -19, 127, - -33, -87, -23, 7, -111, -68, 9, 84, - -119, 55, -82, 78, -37, -20, -9, -23, - 53, -13, 15, -46, 116, 126, -127, 56, - -126, 125, -7, -1, 45, 26, 125, 121, - 29, 47, -86, 30, 10, 76, -125, -7, - 23, 92, -12, -39, -18, 92, -97, -8, - -85, -41, 49, -50, 123, -37, -126, -30, - 14, 79, -49, -65, 9, -36, -38, -96, - 85, -24, -13, 37, -25, -5, -64, -127, - 55, -60, -18, -61, -63, 127, 56, 67, - 15, 124, 72, 120, 127, 40, -10, 114, - 24, -23, 46, 78, -53, 125, 86, 124, - 86, 0, 38, 93, 21, 127, 123, 75, - -72, 13, 48, 33, 83, -51, 15, -32, - -49, -33, 120, 64, 7, 9, 65, 60, - 21, -21, -61, -53, -113, 84, -97, 101, - 37, -114, -27, 41, 73, 126, -10, 59, - 61, -15, 70, -13, 82, -4, 69, 56, - 94, -91, -50, 92, -74, -48, 53, -7, - -107, 127, 28, 30, -26, -21, -61, 77, - 82, 64, -91, -125, 122, -104, 127, 123, - 122, 123, 76, -126, 127, -6, -80, 7, - 40, -66, -65, 54, -2, 23, 96, -64, - 74, 2, -53, -12, -123, 39, 60, -20, - 16, -17, -97, 23, -4, -53, -122, 32, - -16, -54, -95, 43, 71, -1, -67, -33, - 41, 18, 72, 28, -83, 31, -100, -91, - -27, 10, -128, -106, 2, 76, -13, 42, - 34, 112, -19, 44, 40, -9, -11, 65, - 92, -43, -125, 2, 47, -32, 25, 122, - -29, 12, 101, -8, -126, -23, 43, 7, - 125, -20, -124, 82, -2, 13, -73, -106, - 115, 31, 116, -23, -44, -71, 84, 3, - 47, 91, 127, 127, -15, 95, 7, 93, - 5, 113, -50, 54, 11, 13, -127, 17, - 72, 43, -23, 5, -70, 20, 15, -27, - 99, 69, -109, -122, -94, 16, 127, 0, - 116, 104, 45, 108, -34, 87, 72, -14, - 118, 46, 42, 109, -26, 95, 93, 127, - 60, 127, -93, -54, -122, 34, -105, 56, - 55, 103, 125, -71, -50, 95, -72, 127, - 107, 21, 73, 126, 61, 127, 127, 24, - -62, 90, 73, 90, -46, -78, -124, 72, - 123, -42, 50, -107, 17, -32, -62, -89, - 124, 1, 80, -2, 117, 119, -65, -127, - -95, -121, -52, 103, 66, 75, -3, -62, - -127, 127, -74, 124, 79, 49, 40, 105, - -67, -71, -70, 43, 127, 119, -4, 66, - 43, 23, 91, -126, 15, 63, -119, 112, - 103, 15, -99, 31, -127, 69, 116, -46, - -67, 2, -126, -29, 30, 30, -69, -98, - -47, -87, -70, -127, 23, -73, 30, -7, - 94, -52, -65, 98, -45, 97, 53, 23, - -9, -22, -52, -47, 6, -1, -85, -15, - -61, -14, 68, 110, -10, -121, -25, -35, - -15, -94, -123, 27, 75, 48, -66, -56, - -44, 93, 109, 67, -36, 24, 70, -126, - 8, -127, 126, 52, 11, -32, 120, -13, - -26, -28, -125, 127, 106, -50, 124, 36, - -126, -12, 0, -23, 76, -71, -126, -12, - -17, -82, 12, 124, 57, 33, 4, 77, - -46, 71, -34, 72, 125, -128, 124, -24, - -128, 75, -120, 69, -45, 55, 33, 127, - -33, 4, -105, -41, -59, -91, 123, 44, - -127, 127, -67, 52, 25, -125, -65, 100, - -25, 123, 6, 11, -123, -92, -33, 126, - -17, -4, 29, 33, 127, 96, 3, 87, - -48, -18, -70, 123, 58, -127, -3, -52, - -1, -36, -41, 127, 51, -52, -27, 46, - -83, 57, 9, 126, 127, 94, 79, -37, - -127, -40, 67, 52, 82, -66, 122, -13, - -73, 127, -8, -80, 46, -48, 4, -54 -}; - -static const rnn_weight vad_gru_bias[72] = { - 124, 125, -57, -126, 53, 123, 127, -75, - 68, 102, -2, 116, 124, 127, 124, 125, - 126, 123, -16, 48, 125, 126, 78, 85, - 11, 126, -30, -30, -64, -3, -105, -29, - -17, 69, 63, 2, -32, -10, -62, 113, - -52, 112, -109, 112, 7, -40, 73, 53, - 62, 6, -2, 0, 0, 100, -16, 26, - -24, 56, 26, -10, -33, 41, 70, 109, - -29, 127, 34, -66, 49, 53, 27, 62 -}; - -static const GRULayer vad_gru = { - vad_gru_bias, - vad_gru_weights, - vad_gru_recurrent_weights, - 24, 24, ACTIVATION_RELU -}; - -static const rnn_weight noise_gru_weights[12960] = { - -10, -8, 5, -72, 7, 55, -38, 3, - 10, 4, 21, 60, 73, 0, -3, 34, - 49, -36, 17, 8, 18, 41, -51, -42, - 34, -8, 126, 15, 112, 74, -60, -60, - 53, -17, 65, 6, 74, -1, 26, 80, - -46, -99, -47, 40, 29, -21, 85, -75, - 27, -117, 46, -22, -76, 56, 16, -67, - -49, -63, -35, -10, -20, 10, 68, 7, - -1, 37, 58, -53, 6, -79, -20, 12, - 6, 91, -63, 67, 58, -13, -23, -74, - -50, -77, -53, -22, -56, 123, -33, 28, - 74, -85, -9, -57, -32, 38, 21, 122, - 40, 23, -30, -81, -68, -29, -14, -98, - -1, -62, -32, 19, 102, 26, 28, -23, - 104, 28, -43, -20, -41, 28, 80, -22, - -88, 6, -26, 14, 34, -46, 57, -33, - -105, -16, 3, -17, -55, -1, -47, -122, - 11, 16, 62, 78, -1, -64, 71, 57, - -5, 45, 65, -93, 31, 30, -25, 21, - 23, 32, -1, -75, -10, 75, -90, 21, - 7, -110, -77, -39, 18, -39, 54, -97, - 12, 52, -97, 17, 73, 120, -81, -114, - 67, 82, 29, -71, -47, 69, -64, 17, - -105, -24, -70, -32, -2, -112, -31, -48, - 1, 22, 92, -21, -89, -65, 16, 49, - 3, 15, 80, -21, -1, 37, -4, -25, - 12, -80, -43, 56, -7, 36, -20, 18, - -12, 39, 66, 74, -100, 117, 76, -82, - -93, 63, 56, 36, 5, 41, -57, 31, - 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54, -2, -3, 109, -40, -2, 119, 74, - -26, -116, -105, -90, 25, -111, -43, -92, - -3, -104, 102, 11, 19, -83, 14, -62, - 38, 57, 50, -10, 36, -95, 124, 32, - -34, -123, -7, -109, 124, -119, -67, -116, - -31, 114, -65, -34, -126, 8, 8, 5, - 53, -28, 53, 84, -9, -14, 92, -70, - 74, 116, -4, 121, -49, 108, 0, 126, - 123, -1, -25, 24, 56, -121, 20, -47, - -41, -11, -22, -32, -40, -41, -66, 29, - -128, -30, -28, 31, -39, 30, 57, -96, - 63, -121, 71, 1, -29, -20, 72, 114, - 12, -43, 23, -75, 24, -4, -123, 17, - 18, -68, -23, 51, -30, 39, -125, -48, - 13, -119, -75, -74, 51, 125, -10, 29, - -103, 6, -28, 22, -45, 19, 17, 19, - 33, -3, -18, -30, -12, -25, -128, 61, - 94, 47, -56, 59, -62, 66, -28, 18, - -115, 12, -3, -80, 60, -62, 55, -16, - 68, 23, -6, 109, 11, 0, -7, -96, - -11, 21, 44, -75, -8, -10, -10, 69, - 14, 14, -41, 26, 67, 37, -30, 44, - 11, -16, 3, 66, 1, -18, 21, 96, - -29, -100, 27, -8, -98, 21, -2, 58, - -45, -15, 93, 37, -66, -48, -7, -5, - 39, -57, 17, -81, 42, 0, -40, 123, - 3, 118, -14, 56, -113, -68, -127, 74, - -78, 46, 97, -61, -42, 68, -32, 16, - -10, -82, -6, 1, 98, -48, 20, 32, - -102, -35, 45, -5, -91, 26, 37, 18, - 59, -88, -29, 17, 43, 33, 14, 6, - -37, -37, 5, -7, -37, -13, 72, -6, - -128, -43, 17, 32, 45, -26, 4, -85, - -59, 8, 5, -27, 51, 55, 42, -79, - -13, -51, 49, 70, -26, -21, 9, 27, - 21, -26, -76, 28, 1, 89, -76, 23, - -4, 10, 31, -13, -22, 3, 41, 24, - 18, 25, -55, 10, -23, 4, -72, -18, - -91, -50, 1, -55, 12, -26, -43, 11, - -14, 27, -82, -73, 36, 27, -20, 62, - 53, 100, 75, -12, -37, -77, -127, 32, - -21, -24, 34, -26, -39, -5, -66, 94, - -97, 19, 16, 61, 59, 65, 37, -64, - 26, -34, 63, 74, 7, 38, -2, -27, - 82, -73, -10, 37, -43, 1, 23, 24, - 25, -5, 13, 6, -76, 78, 46, 44, - -107, 14, 7, -22, 28, -125, 47, -48, - 28, -16, 15, 1, -16, 21, 15, 51, - 37, -17, 2, 39, -23, -28, 10, -51, - -48, -1, 6, 88, 38, 22, -40, 37, - -22, -23, 67, -4, -3, -6, 9, 108, - -32, 31, 77, 28, -101, -23, -10, -38, - -13, 12, -34, 55, 24, -4, 48, 29, - -72, -83, 41, -31, -49, -68, 5, -3, - 124, -19, 44, -94, -4, -8, -31, 9, - -21, 58, -60, 24, 13, -9, 97, 53, - 93, -51, 105, 55, 36, -32, 6, -51, - -99, 19, 39, -63, -64, 29, 22, 5, - -24, -74, 72, -6, 35, 37, -25, 65, - 74, 29, 30, 65, 91, 30, -42, 15, - 42, -64, -87, -68, 53, -78, -33, 21, - -60, 33, 7, 6, 10, 68, 55, -47, - 51, -56, 79, -29, -1, -66, -29, 50, - 66, -12, -67, 69, -53, -90, -31, -123, - 49, 7, 10, -6, 55, -61, -14, -6, - 59, -2, -41, 21, 10, -21, -24, -23, - -34, 30, -49, -41, -27, 36, -56, 46, - 7, 18, -23, 78, -49, 1, -37, 43, - 77, -21, -19, 18, 14, 35, 92, 39, - -39, 44, -58, -1, 4, -63, 27, 79, - -14, -7, -41, -34, -24, -25, 13, -14, - -30, 5, -62, 13, -52, 53, 40, -18, - -29, 52, -20, 11, 20, 23, -47, 51, - 30, -91, -46, 39, 4, 53, -18, 2, - -28, -12, 62, -29, -57, -13, -20, 60, - -15, 3, 49, -26, 0, -30, -18, 97, - 11, 52, 43, 87, 107, -94, -30, 63, - -4, -62, 48, 2, 22, 7, -11, -79, - -41, 18, -28, 9, 30, -58, 80, -64, - 45, 2, 28, -49, -25, -34, 25, 87, - 108, -8, -42, -34, 61, -14, -13, 62, - -98, -5, 23, 15, -2, -1, -6, -52, - 40, -33, 61, -38, 76, -115, -23, 22, - 17, 25, 63, -37, -32, 26, -19, -8, - 54, 6, -39, -28, 25, 40, -29, 33, - 10, -50, 20, 25, 6, -22, 69, -24, - -115, 2, -13, -28, 28, -8, 109, -18, - -64, 96, 6, 7, 31, -10, 7, -34, - 24, -10, 50, 23, -59, -55, 45, 37, - -98, 27, -17, -47, 63, 57, 13, 35, - 4, -85, -65, 52, -54, -19, -40, 4, - -68, -61, -85, 98, -81, 44, 25, -17, - 44, -33, -31, -44, 21, -6, -29, -32, - -2, 50, -31, -16, 46, 50, -54, -18, - 70, -88, -44, 26, -51, -34, 21, 48, - -16, -15, 5, -28, -37, 25, -52, 25, - 37, -60, 19, -18, -49, 72, -120, -1, - 65, -61, -28, 25, -114, 89, -61, 126, - -48, -64, 69, 37, 46, 9, 18, -117, - -35, 64, -75, 28, 127, 33, -63, 22, - -15, -28, -9, -41, 27, 68, -4, 54, - 4, -89, -8, -10, 83, 73, -11, -90, - -8, 14, -92, -38, 11, -22, -36, 33, - -37, -38, -126, -74, -5, -12, -8, -4, - -28, -47, -30, -30, -6, 43, -5, 56, - 3, -16, -83, -73, -51, 23, -99, -10, - -2, 57, -18, -17, -53, 3, -21, 35, - 25, -116, -20, -33, 89, -44, 49, 102, - -74, -57, -65, -127, -33, 59, 60, 20, - -60, -1, -18, 10, -30, 106, 3, -24, - 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18, -71, 78, -108, -87, 34, -4, -30, - -98, 124, -115, -18, -116, 35, 10, -125 -}; - -static const rnn_weight noise_gru_bias[144] = { - 51, 32, 88, 60, -64, 92, 5, -36, - -49, 95, 102, -20, -1, 14, 8, 21, - -36, -68, 62, 46, 10, -60, -103, -16, - -30, -42, -43, 35, -4, 23, 97, 46, - -29, -16, 71, 52, -20, -23, 91, 16, - 69, -13, -23, 73, -17, 13, 30, 23, - 1, -27, 53, -24, -71, 45, 42, -49, - 28, -16, -20, 61, 40, -104, 54, -5, - 31, 10, -51, -37, -6, -85, 9, 51, - 16, 2, -26, 56, -39, -5, -27, -13, - -49, 30, 4, -64, -41, 45, -23, 14, - -19, -10, -55, -61, -35, 46, -31, -12, - -93, -28, 11, -6, -46, -12, 1, 15, - -37, -107, -50, 3, 54, -26, -86, 14, - 66, -54, -38, -70, -1, 69, 46, -12, - -128, -55, 0, 17, 48, -64, -24, 9, - -67, -107, -101, -43, -4, 80, -52, -90, - -23, -64, 31, 86, -50, 2, -38, 7 -}; - -static const GRULayer noise_gru = { - noise_gru_bias, - noise_gru_weights, - noise_gru_recurrent_weights, - 90, 48, ACTIVATION_RELU -}; - -static const rnn_weight denoise_gru_weights[32832] = { - -53, 26, -20, 28, -57, -30, -79, 58, - -68, 103, 70, 4, 92, 14, -71, -3, - 26, 54, -9, -86, -8, 49, -60, 121, - -98, -4, 103, -38, -89, 28, 85, 30, - 33, -45, 42, 53, -37, -116, 72, -44, - 24, 1, 17, -26, -7, 9, 5, -71, - -97, -86, -118, -59, -27, -51, 26, 14, - -89, -63, 76, -16, -5, 11, 86, 121, - 67, 5, -20, -44, -43, -7, 18, 25, - -41, 14, 11, 24, -5, -58, 15, 10, - 89, 41, -100, 42, 41, 89, -89, 30, - -16, -35, -29, -119, -45, -1, -104, 24, - 9, 46, 21, 122, -5, -29, -64, 19, - 72, -60, 79, -52, -15, -37, 15, 38, - -13, -9, 28, 56, -12, 121, 23, -104, - -81, -7, -94, 17, 124, 49, 108, -41, - 118, -33, -106, 42, -27, 50, 57, -24, - 26, -107, 15, -103, -23, -13, -7, 23, - -40, -113, 14, -36, -59, 25, 44, 54, - 37, 40, -10, 59, 29, -16, -49, 18, - 4, -27, 15, 15, 37, 29, 50, -61, - 28, -16, -96, 48, -102, -97, 12, -31, - 43, 54, 9, -58, -42, 18, 10, 115, - -16, -29, -14, -66, -38, 69, -65, 50, - 7, 6, 11, 8, -53, -1, 25, 32, - 77, -5, -42, 58, -43, -63, -86, -36, - 18, 21, -49, 38, 72, 22, -25, 22, - 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25, 12, 41, -5, -32, 78, 123, 28, - 59, 58, -85, 16, -13, 60, -115, -23, - 50, 127, -83, 39, 94, -50, -96, -97, - -17, 91, -28, 11, -127, -63, -25, -92, - -106, 89, 78, -11, -27, -22, 8, 13, - 26, 53, 25, 19, 93, 49, -21, -10, - 0, 37, 59, -6, -34, -22, 13, 80, - 35, 0, 30, 89, 64, -17, -25, 16, - 73, -32, -47, 92, 31, -32, 82, 3, - 44, -22, 3, 44, 1, 1, 10, 22, - 13, 9, -18, 20, -2, -15, 41, -1, - 33, 18, 22, 51, 6, -16, -41, 17, - -5, -43, 78, 25, 45, 66, -15, 0, - 14, 3, 51, -36, 24, -13, -7, -15, - -4, -11, 28, 29, 11, -20, -3, 54, - 14, -9, -127, 8, 12, 61, 9, 28, - 55, 0, 9, 13, -61, 28, 40, 39, - -49, -32, -20, 9, -16, 59, -15, -21, - 5, -39, 28, -33, -26, 51, 4, -10, - -19, 27, -31, -4, -34, 74, 3, 16, - 104, 2, 121, 23, -27, -1, 6, -32, - -15, -28, -32, -14, 65, 100, -2, 5, - -4, -8, 55, 67, 10, 6, 10, -9, - -39, -78, 42, 35, 9, 24, -24, 50, - -7, 44, -37, 4, 0, 14, 45, -29, - 33, 21, 54, -3, 20, 46, 20, -34, - 33, -71, -32, 8, -24, 8, -29, -19, - -7, 116, -27, 52, -9, 26, 121, 54, - -86, -5, -66, 44, -40, 56, -21, -38, - -24, -42, 2, -20, -11, 23, -8, -7, - -101, -44, 15, 38, 60, -15, -3, -4, - 50, -12, -91, 10, -49, 7, 31, 30, - -61, -55, 20, -100, 17, 13, -57, 32, - 88, -62, 56, -23, -9, -8, 3, 26, - 4, 2, 9, 70, 11, 36, -30, -126, - -55, 71, 28, 47, 94, 44, -8, 20, - -3, 6, 18, 56, 124, 78, 1, 19, - -57, -19, -121, 42, 54, -51, -12, -39, - -44, -16, -80, -77, 31, 16, -13, -76, - 29, -2, 1, -47, -4, 59, 79, -10, - 22, -35, 69, -50, 7, -17, 64, -58 -}; - -static const rnn_weight denoise_gru_bias[288] = { - -41, -76, -24, -96, 25, 117, -55, 54, - -73, -28, 53, -79, 20, -8, -87, 28, - 44, 38, -66, -19, -45, 25, 119, 78, - 54, -92, 31, 13, -3, -13, -28, -67, - 3, 31, 54, -48, -16, -97, -12, 2, - -117, -48, -24, 56, 18, 115, -59, 126, - -30, 6, 16, -126, -11, -6, 15, -67, - 33, -113, 59, -12, 126, -3, 61, 58, - -71, -4, 42, 41, -48, 11, -33, 50, - 43, 4, 0, 15, -46, -16, 23, -18, - 8, -30, 13, 66, 77, -6, 34, 103, - 40, 50, 39, 72, -10, 22, -16, 24, - 1, 127, -9, -48, -55, -27, 36, -16, - 90, 4, 12, -17, 59, 23, -34, 20, - -84, 19, 41, 121, 116, 111, -10, -127, - 41, 44, 4, 34, -1, 20, -11, 2, - 127, -127, 44, 16, 21, 126, 66, 125, - 126, 78, 25, 45, 72, 3, 123, 40, - 105, -62, 25, -105, 44, 33, 13, -51, - 119, 126, 126, 53, 0, -88, -32, -27, - -33, -18, 11, 1, 27, -62, -6, -57, - 71, 46, 21, -7, -6, -55, 127, 30, - -41, -6, -21, -21, -38, 87, -16, 34, - 44, -126, -112, -30, 61, -17, 115, 1, - -39, 19, -43, 76, -64, 48, -13, 11, - 73, 71, 93, 104, 23, 10, 63, 34, - -7, 126, 57, 3, 127, 15, -71, -126, - -25, 125, 7, 7, 39, -18, -27, 126, - 95, -127, -95, 36, -4, 125, 37, 72, - 127, -29, 69, 84, 99, 39, 127, 40, - -127, -92, 0, 127, -14, 70, 39, -98, - 25, 127, -54, 48, 47, 19, -21, 93, - 61, 127, 3, -62, 127, -75, 24, -3, - -18, 102, 40, -6, -14, -36, -41, 46, - 89, -17, 29, -55, 7, -10, -59, 22, - -21, 25, 18, -58, 25, 126, -84, 127 -}; - -static const GRULayer denoise_gru = { - denoise_gru_bias, - denoise_gru_weights, - denoise_gru_recurrent_weights, - 114, 96, ACTIVATION_RELU -}; - -static const rnn_weight denoise_output_weights[2112] = { - 24, 90, 127, 108, 73, 38, 24, 13, - 4, 16, 41, 51, 46, 35, 24, 14, - 19, 23, 27, 23, 11, 10, 14, -1, - 20, 67, 122, 95, 44, 11, 4, 5, - 8, 15, 19, 17, 11, 5, 1, -2, - -1, 5, 5, 1, 28, 2, -25, -16, - -83, -45, 4, 36, 29, 24, 20, 12, - -1, -2, 4, 13, 17, 18, 21, 22, - 20, 11, -11, -26, -15, -21, -18, -15, - -22, -22, -18, -22, -25, -20, -24, -25, - -19, -21, -22, -16, -18, -24, -22, -7, - 6, 26, 25, 7, 12, 17, 11, 4, - 11, 11, 1, 1, 6, 14, 19, 11, - 13, 29, 37, 14, -16, -45, -3, -8, - -17, -22, -19, -11, -19, -21, -22, -24, - -25, -20, -19, -14, -7, -5, -3, -1, - 0, 1, 14, 13, 10, -12, 27, 5, - -33, 11, 51, 26, -23, -22, -11, -8, - -4, -8, -21, -32, -41, -45, -43, -39, - -34, -16, -3, 2, -7, -10, -16, -12, - -12, -8, -4, 1, 24, 53, 81, 98, - 99, 80, 60, 54, 49, 38, 16, 5, - 0, 15, 5, 14, 11, 12, 3, 7, - 16, 19, 17, 10, 6, 1, -11, -11, - -18, -26, -31, -26, -17, -14, -2, -15, - -23, -27, -28, -31, -25, -29, -36, -37, - -26, -22, -17, -15, -18, -17, -14, -14, - -9, -9, 1, 4, 1, -6, -29, -23, - -21, -14, -24, -24, -20, -21, -16, -13, - -14, -15, -12, -16, -13, -10, -10, -7, - 4, 18, -8, -11, -24, -12, -6, -10, - -14, -21, -21, -20, -15, -22, -53, -65, - -58, -43, -27, -31, -38, -45, -48, 0, - -5, -8, -4, 2, 10, 12, 12, 6, - 12, 21, 25, 22, 23, 23, 26, 38, - 44, 41, 38, 36, 24, 18, -21, -31, - -28, -37, -20, -5, -4, -15, -14, -16, - -21, -21, -9, -10, -8, 0, -5, 4, - 20, 14, 15, 47, 26, 26, 25, 5, - 3, 8, 17, 17, 10, 14, 14, 4, - 0, 5, 6, 12, 12, 11, 14, 28, - 47, 62, 8, 8, -7, 2, 2, 2, - -5, -4, 2, 2, -4, -5, -11, -22, - -34, -46, -53, -55, -45, -39, -35, -43, - -15, -7, 24, 40, 50, 55, 62, 63, - 60, 58, 50, 48, 46, 47, 45, 40, - 30, 20, 12, 7, 3, 4, -9, 2, - -13, -9, -13, -15, -20, -17, -19, -32, - -45, -54, -65, -67, -63, -62, -48, -24, - -11, 5, 11, -38, -5, -7, -8, -12, - -17, -15, -11, -7, -8, -12, -10, -11, - -14, -13, -14, -17, -7, 12, 24, 15, - -11, -79, -1, 14, -8, 26, 14, 13, - 13, 6, -16, -16, 10, 28, 16, 5, - -1, -1, 5, 9, 7, 6, 8, 14, - -10, -7, -2, -1, -9, -18, -20, -18, - -13, -11, -14, -20, -29, -37, -46, -46, - -48, -54, -56, -72, -83, 11, 0, 11, - 37, 45, 52, 80, 118, 96, 33, -10, - -13, -10, 4, 7, -6, -3, 5, 3, - -2, -9, -9, -7, -4, -3, 12, 13, - 17, 24, 20, 16, 10, 11, 15, 17, - 11, 3, 1, -1, -6, -9, -5, -14, - -21, -16, 8, 1, -10, 5, -3, -51, - -14, -10, -28, -27, -21, -14, -4, -3, - -6, 1, 5, 4, 5, 13, 11, -1, - -3, 5, 11, 30, 37, 34, 31, 27, - 24, 24, 29, 34, 28, 25, 29, 27, - 29, 30, 36, 38, 38, 8, -17, -18, - -41, -58, -45, -39, -51, -52, -40, -47, - -60, -52, -38, -25, -27, -36, -43, -33, - -19, -3, 1, -3, 3, 1, 6, 14, - 12, 9, 6, 3, 8, 13, 10, 8, - 15, 31, 46, 69, 82, 81, 76, 67, - 42, 15, 14, 28, 21, 36, 42, 27, - 28, 26, 20, 11, 7, 4, 7, 6, - 7, 20, 26, 17, 12, 1, -13, -22, - -16, -23, -16, -9, -11, -10, -12, -10, - -5, -6, -8, -6, -3, -2, 9, 10, - 7, 7, 9, 22, 34, 25, -5, -8, - -3, 2, -14, -7, -2, 1, 7, 33, - 56, 59, 58, 42, 2, -11, -10, -11, - -10, -12, -10, -4, 9, 14, 21, 11, - 9, 6, 7, 8, 13, 16, 18, 22, - 26, 30, 30, 30, 26, 18, 9, 5, - 2, 3, -18, -29, -57, -45, -39, -45, - -35, -19, -7, -6, -2, -4, -11, -13, - -1, 0, -6, -22, -47, -50, -18, 12, - -13, -19, -45, -41, -43, -38, -34, -31, - -31, -21, -13, -10, -13, -13, -9, -8, - -9, -9, -6, -4, -4, 2, -9, -18, - -6, 2, 0, 5, 8, 5, 5, 7, - 8, 7, 6, 2, -5, -6, -2, 3, - 3, -8, -14, -1, 45, 35, 41, 21, - 32, 31, 20, 17, 22, 20, 19, 16, - 10, 4, 11, 15, 6, 4, 13, 4, - -7, -18, 7, -26, -11, 9, -12, -28, - -34, -16, -2, -8, -20, -20, -27, -10, - 2, 4, 9, 1, -4, 4, 9, -1, - 84, 95, 23, 17, 19, 21, 17, 25, - 32, 23, 8, 2, 5, 9, 13, 17, - 16, 16, 16, 18, 23, 24, -27, -32, - -10, -21, -8, -1, -10, -10, -5, -1, - 2, 1, 3, 0, -9, -11, -10, 0, - 10, 9, 18, 28, 12, 18, 15, 11, - 2, 1, -4, 4, 8, 7, 8, 7, - 3, 4, 3, 11, 14, 4, -5, -2, - 3, -29, -4, -2, -7, 0, -4, -7, - -16, -7, 5, 2, 0, 0, -3, 2, - 5, 1, -3, -18, -63, -113, -128, -117, - -23, -13, -2, -21, -21, -29, -54, -37, - -2, -2, -17, -29, -35, -29, -19, -16, - -14, -16, -19, -16, -15, -21, 28, 19, - 29, 20, 30, 19, 13, 12, 11, 14, - 17, 20, 28, 29, 25, 24, 24, 32, - 31, 34, 60, 97, -37, -41, -57, -61, - -54, -50, -54, -57, -49, -49, -47, -45, - -45, -50, -56, -59, -54, -49, -52, -60, - -51, -40, -16, -16, 0, -9, -16, -11, - -5, -6, -10, -17, -27, -35, -29, -31, - -40, -42, -44, -38, -31, -25, -23, -6, - -5, -2, -17, -38, -24, -16, -19, -12, - 12, 38, 47, 37, 24, 6, -15, -9, - 13, 37, 61, 56, 11, -7, 27, 18, - -10, -14, -14, -14, -19, -18, -13, -12, - -12, -13, -15, -11, -5, -6, -8, -8, - -7, -4, -1, -8, -4, 0, -9, 2, - 2, 6, -4, -7, -4, -6, -7, -12, - -15, -17, -10, -8, -15, -21, -25, -31, - -72, -127, -128, 20, 42, 17, 8, -4, - 1, 6, 3, -18, -28, -2, 1, 5, - 28, 8, -3, 8, 16, 24, 15, 0, - -9, 19, 12, 16, 43, 69, 55, 41, - 35, 22, 14, 8, 3, 8, 16, 20, - 26, 33, 34, 30, 19, 15, -10, -12, - -10, -10, -7, -11, -3, -4, -8, -7, - -2, 1, 0, -3, -7, -8, -8, -6, - -1, -2, -4, -4, -76, -91, -66, -74, - -76, -41, -48, -47, -44, -41, -39, -36, - -42, -48, -37, -37, -39, -41, -47, -58, - -68, -70, -78, -79, -69, -70, -70, -67, - -72, -72, -72, -68, -63, -60, -58, -58, - -55, -53, -49, -43, -43, -37, -34, -16, - -6, -3, -1, -11, -7, -4, -3, -3, - -2, 2, 1, -6, -7, -11, -11, -3, - -17, -41, -58, -44, -36, -43, 6, -15, - -19, -19, -21, -17, 0, 16, 16, 13, - 12, -5, 0, -4, -27, -27, -12, -3, - 0, -2, -7, -15, 7, 0, -8, -6, - -2, 8, 4, 0, -5, -7, -11, -13, - -13, -11, -7, -9, -9, -6, -10, -5, - 6, 0, 37, 34, 32, 43, 40, 35, - 34, 36, 40, 38, 35, 38, 37, 40, - 44, 37, 31, 30, 25, 38, 44, 23, - 18, 10, 8, 8, 3, 5, 4, 2, - 3, 6, 6, 5, 7, 6, -3, -8, - -8, -13, -14, -24, -17, 9, -110, 22, - -17, -65, -43, -35, 5, 5, -19, -29, - -27, -18, -11, -6, -4, -6, -10, -9, - -4, 1, 3, 2, 36, -40, -99, -102, - 20, 27, 7, -16, -27, -30, -23, -15, - -6, 1, 3, -2, -8, -10, -9, 4, - 8, -10, -44, -30, -9, -2, -5, -15, - -9, -3, 1, -2, -18, -17, -21, -26, - -25, -34, -38, -44, -46, -46, -38, -87, - 43, 32, 14, 5, 8, 12, 10, 4, - -12, -14, -4, 2, -1, -7, -6, 2, - 3, -3, -2, -1, 4, 14, -89, -105, - -6, -8, 0, 1, -3, -7, -8, -4, - 8, 15, 9, 3, -1, -5, -6, -4, - -2, 1, 5, 9, -4, -6, -1, -1, - -6, -1, -5, -3, 0, -3, -4, -2, - -4, -5, -5, -10, -9, -5, -8, -14, - -20, -44, -20, -5, 1, 20, 22, -17, - -35, -38, -33, -23, -2, 8, 10, 7, - -2, -40, -59, -50, -30, -8, -17, -32, - -125, -75, -53, -13, -1, -9, -12, -12, - -9, -7, -3, -1, -4, -9, -11, -13, - -8, -10, -14, -6, -6, -24, 46, -1, - 8, -6, 4, 0, 34, 19, -20, -27, - -23, -19, -6, 3, 15, 33, 37, 29, - 22, 11, 3, -6, 1, 0, 12, 7, - 3, -4, 3, 3, 7, 12, 6, -1, - -2, -5, -4, -6, -7, -4, -3, -1, - 3, 8, -7, 1, 9, 5, -1, -3, - -7, -3, 3, 6, 10, 7, 1, 0, - 2, 0, 1, -3, -5, 2, 2, -9, - 5, -2, -25, -17, -17, -14, -14, -13, - -24, -38, -48, -48, -43, -31, -24, -17, - -13, -12, -12, -12, -5, 7, 21, 21, - -5, 4, 10, -3, 2, 7, 8, 8, - 6, 6, 3, -3, -11, -15, -13, -12, - -20, -26, -28, -41, 30, 17, 18, 26, - 24, 22, 22, 32, 40, 39, 34, 32, - 27, 34, 36, 26, 20, 18, 23, 35, - 41, 27, -10, -7, 1, 7, 8, 0, - 6, 14, 15, 11, 6, 7, 7, 6, - 10, 11, 11, 14, 14, 17, 33, 71, - 17, 10, -6, -1, 12, 14, 7, 7, - 18, 15, 2, -7, -6, 0, 5, 7, - 2, -3, -5, -6, -1, 4, -11, 6, - 5, 3, 10, 13, 9, 5, 14, 19, - 9, -4, -17, -18, -9, 1, 3, 5, - 17, 38, 53, 31, -34, -26, -28, -22, - -17, -24, -23, -21, -26, -21, -21, -25, - -20, -17, -13, -19, -16, -23, -31, -23, - -9, -20, 21, 26, 16, 13, 20, 11, - 15, 19, 19, 18, 24, 26, 29, 27, - 29, 25, 25, 15, 28, 38, 44, 59, - 14, 18, 31, 37, 42, 40, 43, 45, - 49, 54, 54, 56, 53, 50, 43, 37, - 30, 26, 23, 20, 14, 10, 9, 11, - 16, 5, 15, 12, 14, 15, 13, 12, - 14, 17, 17, 16, 16, 16, 15, 6, - 4, 2, -14, 2, 0, -2, -7, 18, - 26, 20, 22, 29, 29, 14, 9, 17, - 21, 12, 2, 5, 9, 14, 10, 5, - 2, 5, 86, 127, 127, 68, 29, -3, - -3, 15, 23, 28, 31, 21, 5, -3, - -7, -5, -2, -1, -6, -17, -18, -14, - 3, -2, -24, -29, -32, -33, -40, -46, - -45, -45, -45, -44, -42, -39, -35, -29, - -28, -29, -28, -23, -7, 9, 24, 37, - 62, 62, 67, 64, 59, 76, 105, 95, - 61, 41, 28, 23, 23, 18, 14, 19, - 22, 22, 14, 11, -51, -39, -20, -13, - -13, -6, -5, -7, -9, -14, -15, -18, - -25, -26, -30, -35, -35, -44, -44, -51, - -71, -105, -16, -4, -18, 2, 28, 7, - -3, 7, 13, 3, -3, 2, 9, 14, - 14, 5, -8, -14, -4, 17, 47, 98, - -23, -41, -55, -45, -41, -38, -34, -32, - -31, -29, -25, -22, -19, -17, -14, -13, - -13, -13, -14, -13, -4, 0, 14, 26, - 11, 2, 4, -7, -8, -15, -22, -28, - -26, -9, 6, 14, 11, -3, -4, -1, - 3, 31, 65, 45, 4, -1, 37, 31, - 2, -7, -21, -29, -20, 5, 10, -10, - -13, -13, -8, 1, 4, -4, -12, -31, - -15, 39, -3, -6, -12, -16, -24, -27, - -31, -28, -30, -38, -45, -45, -48, -50, - -50, -46, -43, -41, -38, -39, -34, -34, - 15, 16, 3, 2, 10, 12, -4, -2, - 15, 26, 25, 21, 27, 35, 44, 43, - 28, 21, 43, 42, 17, 40, 9, 7, - 10, 12, 10, 5, 1, 5, 11, 11, - 9, 10, 16, 19, 22, 34, 44, 51, - 48, 48, 48, 60, -43, -29, -12, -2, - -9, -24, -19, -13, -12, -14, -15, -13, - -17, -18, -19, -19, -17, -20, -23, -34, - -39, -44, -6, -31, -32, -25, 52, 106, - 110, 19, -4, -14, -13, -5, -2, -8, - 2, 6, 5, 11, 15, 20, 38, 61, - -40, -19, -2, -5, -2, -4, -1, -6, - -8, -6, -8, -4, -5, -4, 3, 0, - -2, -4, -5, -3, -14, -24, -16, -24, - -22, 2, -2, -29, -33, -27, -23, -25, - -24, -16, -18, -17, 5, 38, 47, 41, - 37, 27, 13, 0, 67, 78, 39, -26, - -7, -10, -15, -6, 3, -3, -5, -3, - -2, 0, 3, 1, -3, -4, -3, -1, - 1, 0, -2, -15, 24, -12, -48, 24, - -26, -82, -69, -40, -15, -16, -9, -1, - 7, 12, 18, 20, 26, 33, 27, 30 -}; - -static const rnn_weight denoise_output_bias[22] = { - -82, -66, -125, -95, -127, -127, -127, -127, - -127, -94, -113, -127, -80, -65, -109, -127, - -126, -105, -53, -49, -18, -9 -}; - -static const DenseLayer denoise_output = { - denoise_output_bias, - denoise_output_weights, - 96, 22, ACTIVATION_SIGMOID -}; - -static const rnn_weight vad_output_weights[24] = { - 127, 127, 127, 127, 127, 20, 127, -126, - -126, -54, 14, 125, -126, -126, 127, -125, - -126, 127, -127, -127, -57, -30, 127, 80 -}; - -static const rnn_weight vad_output_bias[1] = { - -50 -}; - -static const DenseLayer vad_output = { - vad_output_bias, - vad_output_weights, - 24, 1, ACTIVATION_SIGMOID -}; - -const struct RNNModel rnnoise_model_orig = { - 24, - &input_dense, - - 24, - &vad_gru, - - 48, - &noise_gru, - - 96, - &denoise_gru, - - 22, - &denoise_output, - - 1, - &vad_output -}; diff --git a/c/rnnoise/rnn_data.h b/c/rnnoise/rnn_data.h deleted file mode 100644 index f2186fe..0000000 --- a/c/rnnoise/rnn_data.h +++ /dev/null @@ -1,34 +0,0 @@ -#ifndef RNN_DATA_H -#define RNN_DATA_H - -#include "rnn.h" - -struct RNNModel { - int input_dense_size; - const DenseLayer *input_dense; - - int vad_gru_size; - const GRULayer *vad_gru; - - int noise_gru_size; - const GRULayer *noise_gru; - - int denoise_gru_size; - const GRULayer *denoise_gru; - - int denoise_output_size; - const DenseLayer *denoise_output; - - int vad_output_size; - const DenseLayer *vad_output; -}; - -struct RNNState { - const RNNModel *model; - float *vad_gru_state; - float *noise_gru_state; - float *denoise_gru_state; -}; - - -#endif diff --git a/c/rnnoise/rnn_reader.c b/c/rnnoise/rnn_reader.c deleted file mode 100644 index 2a031db..0000000 --- a/c/rnnoise/rnn_reader.c +++ /dev/null @@ -1,168 +0,0 @@ -/* Copyright (c) 2018 Gregor Richards */ -/* - Redistribution and use in source and binary forms, with or without - modification, are permitted provided that the following conditions - are met: - - - Redistributions of source code must retain the above copyright - notice, this list of conditions and the following disclaimer. - - - Redistributions in binary form must reproduce the above copyright - notice, this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. - - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE FOUNDATION OR - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF - LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -*/ - -#ifdef HAVE_CONFIG_H -#include "config.h" -#endif - -#include <stdio.h> -#include <stdlib.h> -#include <sys/types.h> - -#include "rnn.h" -#include "rnn_data.h" -#include "rnnoise.h" - -/* Although these values are the same as in rnn.h, we make them separate to - * avoid accidentally burning internal values into a file format */ -#define F_ACTIVATION_TANH 0 -#define F_ACTIVATION_SIGMOID 1 -#define F_ACTIVATION_RELU 2 - -RNNModel *rnnoise_model_from_file(FILE *f) -{ - int i, in; - - if (fscanf(f, "rnnoise-nu model file version %d\n", &in) != 1 || in != 1) - return NULL; - - RNNModel *ret = calloc(1, sizeof(RNNModel)); - if (!ret) - return NULL; - -#define ALLOC_LAYER(type, name) \ - type *name; \ - name = calloc(1, sizeof(type)); \ - if (!name) { \ - rnnoise_model_free(ret); \ - return NULL; \ - } \ - ret->name = name - - ALLOC_LAYER(DenseLayer, input_dense); - ALLOC_LAYER(GRULayer, vad_gru); - ALLOC_LAYER(GRULayer, noise_gru); - ALLOC_LAYER(GRULayer, denoise_gru); - ALLOC_LAYER(DenseLayer, denoise_output); - ALLOC_LAYER(DenseLayer, vad_output); - -#define INPUT_VAL(name) do { \ - if (fscanf(f, "%d", &in) != 1 || in < 0 || in > 128) { \ - rnnoise_model_free(ret); \ - return NULL; \ - } \ - name = in; \ - } while (0) - -#define INPUT_ACTIVATION(name) do { \ - int activation; \ - INPUT_VAL(activation); \ - switch (activation) { \ - case F_ACTIVATION_SIGMOID: \ - name = ACTIVATION_SIGMOID; \ - break; \ - case F_ACTIVATION_RELU: \ - name = ACTIVATION_RELU; \ - break; \ - default: \ - name = ACTIVATION_TANH; \ - } \ - } while (0) - -#define INPUT_ARRAY(name, len) do { \ - rnn_weight *values = malloc((len) * sizeof(rnn_weight)); \ - if (!values) { \ - rnnoise_model_free(ret); \ - return NULL; \ - } \ - name = values; \ - for (i = 0; i < (len); i++) { \ - if (fscanf(f, "%d", &in) != 1) { \ - rnnoise_model_free(ret); \ - return NULL; \ - } \ - values[i] = in; \ - } \ - } while (0) - -#define INPUT_DENSE(name) do { \ - INPUT_VAL(name->nb_inputs); \ - INPUT_VAL(name->nb_neurons); \ - ret->name ## _size = name->nb_neurons; \ - INPUT_ACTIVATION(name->activation); \ - INPUT_ARRAY(name->input_weights, name->nb_inputs * name->nb_neurons); \ - INPUT_ARRAY(name->bias, name->nb_neurons); \ - } while (0) - -#define INPUT_GRU(name) do { \ - INPUT_VAL(name->nb_inputs); \ - INPUT_VAL(name->nb_neurons); \ - ret->name ## _size = name->nb_neurons; \ - INPUT_ACTIVATION(name->activation); \ - INPUT_ARRAY(name->input_weights, name->nb_inputs * name->nb_neurons * 3); \ - INPUT_ARRAY(name->recurrent_weights, name->nb_neurons * name->nb_neurons * 3); \ - INPUT_ARRAY(name->bias, name->nb_neurons * 3); \ - } while (0) - - INPUT_DENSE(input_dense); - INPUT_GRU(vad_gru); - INPUT_GRU(noise_gru); - INPUT_GRU(denoise_gru); - INPUT_DENSE(denoise_output); - INPUT_DENSE(vad_output); - - return ret; -} - -void rnnoise_model_free(RNNModel *model) -{ -#define FREE_MAYBE(ptr) do { if (ptr) free(ptr); } while (0) -#define FREE_DENSE(name) do { \ - if (model->name) { \ - free((void *) model->name->input_weights); \ - free((void *) model->name->bias); \ - free((void *) model->name); \ - } \ - } while (0) -#define FREE_GRU(name) do { \ - if (model->name) { \ - free((void *) model->name->input_weights); \ - free((void *) model->name->recurrent_weights); \ - free((void *) model->name->bias); \ - free((void *) model->name); \ - } \ - } while (0) - - if (!model) - return; - FREE_DENSE(input_dense); - FREE_GRU(vad_gru); - FREE_GRU(noise_gru); - FREE_GRU(denoise_gru); - FREE_DENSE(denoise_output); - FREE_DENSE(vad_output); - free(model); -} diff --git a/c/rnnoise/rnn_train.py b/c/rnnoise/rnn_train.py deleted file mode 100755 index b561963..0000000 --- a/c/rnnoise/rnn_train.py +++ /dev/null @@ -1,66 +0,0 @@ -#!/usr/bin/python - -from __future__ import print_function - -from keras.models import Sequential -from keras.models import Model -from keras.layers import Input -from keras.layers import Dense -from keras.layers import LSTM -from keras.layers import GRU -from keras.layers import SimpleRNN -from keras.layers import Dropout -from keras import losses -import h5py - -from keras import backend as K -import numpy as np - -print('Build model...') -main_input = Input(shape=(None, 22), name='main_input') -#x = Dense(44, activation='relu')(main_input) -#x = GRU(44, dropout=0.0, recurrent_dropout=0.0, activation='tanh', recurrent_activation='sigmoid', return_sequences=True)(x) -x=main_input -x = GRU(128, activation='tanh', recurrent_activation='sigmoid', return_sequences=True)(x) -#x = GRU(128, return_sequences=True)(x) -#x = GRU(22, activation='relu', return_sequences=True)(x) -x = Dense(22, activation='sigmoid')(x) -#x = Dense(22, activation='softplus')(x) -model = Model(inputs=main_input, outputs=x) - -batch_size = 32 - -print('Loading data...') -with h5py.File('denoise_data.h5', 'r') as hf: - all_data = hf['denoise_data'][:] -print('done.') - -window_size = 500 - -nb_sequences = len(all_data)//window_size -print(nb_sequences, ' sequences') -x_train = all_data[:nb_sequences*window_size, :-22] -x_train = np.reshape(x_train, (nb_sequences, window_size, 22)) - -y_train = np.copy(all_data[:nb_sequences*window_size, -22:]) -y_train = np.reshape(y_train, (nb_sequences, window_size, 22)) - -#y_train = -20*np.log10(np.add(y_train, .03)); - -all_data = 0; -x_train = x_train.astype('float32') -y_train = y_train.astype('float32') - -print(len(x_train), 'train sequences. x shape =', x_train.shape, 'y shape = ', y_train.shape) - -# try using different optimizers and different optimizer configs -model.compile(loss='mean_squared_error', - optimizer='adam', - metrics=['binary_accuracy']) - -print('Train...') -model.fit(x_train, y_train, - batch_size=batch_size, - epochs=200, - validation_data=(x_train, y_train)) -model.save("newweights.hdf5") diff --git a/c/rnnoise/rnnoise.h b/c/rnnoise/rnnoise.h deleted file mode 100644 index 719d306..0000000 --- a/c/rnnoise/rnnoise.h +++ /dev/null @@ -1,65 +0,0 @@ -/* Copyright (c) 2018 Gregor Richards - * Copyright (c) 2017 Mozilla */ -/* - Redistribution and use in source and binary forms, with or without - modification, are permitted provided that the following conditions - are met: - - - Redistributions of source code must retain the above copyright - notice, this list of conditions and the following disclaimer. - - - Redistributions in binary form must reproduce the above copyright - notice, this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. - - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE FOUNDATION OR - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF - LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -*/ - -#ifndef RNNOISE_H -#define RNNOISE_H 1 - -#include <stdio.h> - - -#ifndef RNNOISE_EXPORT -# if defined(WIN32) -# if defined(RNNOISE_BUILD) && defined(DLL_EXPORT) -# define RNNOISE_EXPORT __declspec(dllexport) -# else -# define RNNOISE_EXPORT -# endif -# elif defined(__GNUC__) && defined(RNNOISE_BUILD) -# define RNNOISE_EXPORT __attribute__ ((visibility ("default"))) -# else -# define RNNOISE_EXPORT -# endif -#endif - -typedef struct DenoiseState DenoiseState; -typedef struct RNNModel RNNModel; - -RNNOISE_EXPORT int rnnoise_get_size(); - -RNNOISE_EXPORT int rnnoise_init(DenoiseState *st, RNNModel *model); - -RNNOISE_EXPORT DenoiseState *rnnoise_create(RNNModel *model); - -RNNOISE_EXPORT void rnnoise_destroy(DenoiseState *st); - -RNNOISE_EXPORT float rnnoise_process_frame(DenoiseState *st, float *out, const float *in); - -RNNOISE_EXPORT RNNModel *rnnoise_model_from_file(FILE *f); - -RNNOISE_EXPORT void rnnoise_model_free(RNNModel *model); - -#endif
\ No newline at end of file diff --git a/c/rnnoise/tansig_table.h b/c/rnnoise/tansig_table.h deleted file mode 100644 index c76f844..0000000 --- a/c/rnnoise/tansig_table.h +++ /dev/null @@ -1,45 +0,0 @@ -/* This file is auto-generated by gen_tables */ - -static const float tansig_table[201] = { -0.000000f, 0.039979f, 0.079830f, 0.119427f, 0.158649f, -0.197375f, 0.235496f, 0.272905f, 0.309507f, 0.345214f, -0.379949f, 0.413644f, 0.446244f, 0.477700f, 0.507977f, -0.537050f, 0.564900f, 0.591519f, 0.616909f, 0.641077f, -0.664037f, 0.685809f, 0.706419f, 0.725897f, 0.744277f, -0.761594f, 0.777888f, 0.793199f, 0.807569f, 0.821040f, -0.833655f, 0.845456f, 0.856485f, 0.866784f, 0.876393f, -0.885352f, 0.893698f, 0.901468f, 0.908698f, 0.915420f, -0.921669f, 0.927473f, 0.932862f, 0.937863f, 0.942503f, -0.946806f, 0.950795f, 0.954492f, 0.957917f, 0.961090f, -0.964028f, 0.966747f, 0.969265f, 0.971594f, 0.973749f, -0.975743f, 0.977587f, 0.979293f, 0.980869f, 0.982327f, -0.983675f, 0.984921f, 0.986072f, 0.987136f, 0.988119f, -0.989027f, 0.989867f, 0.990642f, 0.991359f, 0.992020f, -0.992631f, 0.993196f, 0.993718f, 0.994199f, 0.994644f, -0.995055f, 0.995434f, 0.995784f, 0.996108f, 0.996407f, -0.996682f, 0.996937f, 0.997172f, 0.997389f, 0.997590f, -0.997775f, 0.997946f, 0.998104f, 0.998249f, 0.998384f, -0.998508f, 0.998623f, 0.998728f, 0.998826f, 0.998916f, -0.999000f, 0.999076f, 0.999147f, 0.999213f, 0.999273f, -0.999329f, 0.999381f, 0.999428f, 0.999472f, 0.999513f, -0.999550f, 0.999585f, 0.999617f, 0.999646f, 0.999673f, -0.999699f, 0.999722f, 0.999743f, 0.999763f, 0.999781f, -0.999798f, 0.999813f, 0.999828f, 0.999841f, 0.999853f, -0.999865f, 0.999875f, 0.999885f, 0.999893f, 0.999902f, -0.999909f, 0.999916f, 0.999923f, 0.999929f, 0.999934f, -0.999939f, 0.999944f, 0.999948f, 0.999952f, 0.999956f, -0.999959f, 0.999962f, 0.999965f, 0.999968f, 0.999970f, -0.999973f, 0.999975f, 0.999977f, 0.999978f, 0.999980f, -0.999982f, 0.999983f, 0.999984f, 0.999986f, 0.999987f, -0.999988f, 0.999989f, 0.999990f, 0.999990f, 0.999991f, -0.999992f, 0.999992f, 0.999993f, 0.999994f, 0.999994f, -0.999994f, 0.999995f, 0.999995f, 0.999996f, 0.999996f, -0.999996f, 0.999997f, 0.999997f, 0.999997f, 0.999997f, -0.999997f, 0.999998f, 0.999998f, 0.999998f, 0.999998f, -0.999998f, 0.999998f, 0.999999f, 0.999999f, 0.999999f, -0.999999f, 0.999999f, 0.999999f, 0.999999f, 0.999999f, -0.999999f, 0.999999f, 0.999999f, 0.999999f, 0.999999f, -1.000000f, 1.000000f, 1.000000f, 1.000000f, 1.000000f, -1.000000f, 1.000000f, 1.000000f, 1.000000f, 1.000000f, -1.000000f, -}; diff --git a/scripts/embedlicenses.go b/scripts/embedlicenses.go index 47301fd..f52abd5 100644 --- a/scripts/embedlicenses.go +++ b/scripts/embedlicenses.go @@ -7,7 +7,7 @@ import ( "strings" ) -func main() { +func main() { //nolint cwd, err := os.Getwd() if err != nil { panic(err) diff --git a/scripts/signer.go b/scripts/signer.go index aff95e9..e32a7cb 100644 --- a/scripts/signer.go +++ b/scripts/signer.go @@ -12,7 +12,7 @@ import ( "golang.org/x/crypto/ed25519" ) -func main() { +func main() { //nolint var doGenerate bool flag.BoolVar(&doGenerate, "g", false, "Generate a keypair") @@ -69,7 +69,7 @@ func mainView(ctx *ntcontext, w *nucular.Window) { } w.Row(10).Dynamic(1) if w.MenuItem(label.T("Source code")) { - exec.Command("xdg-open", "https://github.com/lawl/NoiseTorch").Run() + exec.Command("xdg-open", "https://github.com/noisetorch/NoiseTorch").Run() } if w.MenuItem(label.T("Version")) { ctx.views.Push(versionView) @@ -346,7 +346,7 @@ func licenseView(ctx *ntcontext, w *nucular.Window) { field := &ctx.licenseTextArea field.Flags |= nucular.EditMultiline if len(field.Buffer) < 1 { - field.Buffer = []rune(licenseString) + field.Buffer = []rune(licenseString) // nolint } field.Edit(w) |