diff options
author | Per Åhgren <peah@webrtc.org> | 2020-03-20 00:22:58 +0100 |
---|---|---|
committer | Commit Bot <commit-bot@chromium.org> | 2020-03-20 12:10:16 +0000 |
commit | e1b7af9f94d6feb357a0d73de14a792cde0e3a21 (patch) | |
tree | fbdc1cf2c7e4417a61e887bc674b951452a8a353 /common_audio | |
parent | 0a1e65e9be066ed5cd401a67855f77cb7c95894f (diff) | |
download | webrtc-e1b7af9f94d6feb357a0d73de14a792cde0e3a21.tar.gz |
Changed fft4g to be built as C++
This CL changes so that the fft4g code is built as C++.
The CL also
-adds namespaces
-removes unused code.
To simplify the review, the CL is partitioned into different patchsets
where each comprising of one step in the modification of the code
(e.g., patch set 1 performs the renaming of the .c files to .cc).
Bug: webrtc:5298
Change-Id: I1dba78cc07c48622888be7b6f49a506795bc22ed
Reviewed-on: https://webrtc-review.googlesource.com/c/src/+/171100
Reviewed-by: Ivo Creusen <ivoc@webrtc.org>
Reviewed-by: Henrik Lundin <henrik.lundin@webrtc.org>
Commit-Queue: Per Åhgren <peah@webrtc.org>
Cr-Commit-Position: refs/heads/master@{#30841}
Diffstat (limited to 'common_audio')
-rw-r--r-- | common_audio/third_party/fft4g/BUILD.gn | 2 | ||||
-rw-r--r-- | common_audio/third_party/fft4g/fft4g.c | 1332 | ||||
-rw-r--r-- | common_audio/third_party/fft4g/fft4g.cc | 864 | ||||
-rw-r--r-- | common_audio/third_party/fft4g/fft4g.h | 8 |
4 files changed, 867 insertions, 1339 deletions
diff --git a/common_audio/third_party/fft4g/BUILD.gn b/common_audio/third_party/fft4g/BUILD.gn index 789df92403..c7dd8f7108 100644 --- a/common_audio/third_party/fft4g/BUILD.gn +++ b/common_audio/third_party/fft4g/BUILD.gn @@ -10,7 +10,7 @@ import("../../../webrtc.gni") rtc_library("fft4g") { sources = [ - "fft4g.c", + "fft4g.cc", "fft4g.h", ] } diff --git a/common_audio/third_party/fft4g/fft4g.c b/common_audio/third_party/fft4g/fft4g.c deleted file mode 100644 index 9cf7b9f6ca..0000000000 --- a/common_audio/third_party/fft4g/fft4g.c +++ /dev/null @@ -1,1332 +0,0 @@ -/* - * http://www.kurims.kyoto-u.ac.jp/~ooura/fft.html - * Copyright Takuya OOURA, 1996-2001 - * - * You may use, copy, modify and distribute this code for any purpose (include - * commercial use) and without fee. Please refer to this package when you modify - * this code. - * - * Changes: - * Trivial type modifications by the WebRTC authors. - */ - -/* -Fast Fourier/Cosine/Sine Transform - dimension :one - data length :power of 2 - decimation :frequency - radix :4, 2 - data :inplace - table :use -functions - cdft: Complex Discrete Fourier Transform - rdft: Real Discrete Fourier Transform - ddct: Discrete Cosine Transform - ddst: Discrete Sine Transform - dfct: Cosine Transform of RDFT (Real Symmetric DFT) - dfst: Sine Transform of RDFT (Real Anti-symmetric DFT) -function prototypes - void cdft(int, int, float *, int *, float *); - void rdft(size_t, int, float *, size_t *, float *); - void ddct(int, int, float *, int *, float *); - void ddst(int, int, float *, int *, float *); - void dfct(int, float *, float *, int *, float *); - void dfst(int, float *, float *, int *, float *); - - --------- Complex DFT (Discrete Fourier Transform) -------- - [definition] - <case1> - X[k] = sum_j=0^n-1 x[j]*exp(2*pi*i*j*k/n), 0<=k<n - <case2> - X[k] = sum_j=0^n-1 x[j]*exp(-2*pi*i*j*k/n), 0<=k<n - (notes: sum_j=0^n-1 is a summation from j=0 to n-1) - [usage] - <case1> - ip[0] = 0; // first time only - cdft(2*n, 1, a, ip, w); - <case2> - ip[0] = 0; // first time only - cdft(2*n, -1, a, ip, w); - [parameters] - 2*n :data length (int) - n >= 1, n = power of 2 - a[0...2*n-1] :input/output data (float *) - input data - a[2*j] = Re(x[j]), - a[2*j+1] = Im(x[j]), 0<=j<n - output data - a[2*k] = Re(X[k]), - a[2*k+1] = Im(X[k]), 0<=k<n - ip[0...*] :work area for bit reversal (int *) - length of ip >= 2+sqrt(n) - strictly, - length of ip >= - 2+(1<<(int)(log(n+0.5)/log(2))/2). - ip[0],ip[1] are pointers of the cos/sin table. - w[0...n/2-1] :cos/sin table (float *) - w[],ip[] are initialized if ip[0] == 0. - [remark] - Inverse of - cdft(2*n, -1, a, ip, w); - is - cdft(2*n, 1, a, ip, w); - for (j = 0; j <= 2 * n - 1; j++) { - a[j] *= 1.0 / n; - } - . - - --------- Real DFT / Inverse of Real DFT -------- - [definition] - <case1> RDFT - R[k] = sum_j=0^n-1 a[j]*cos(2*pi*j*k/n), 0<=k<=n/2 - I[k] = sum_j=0^n-1 a[j]*sin(2*pi*j*k/n), 0<k<n/2 - <case2> IRDFT (excluding scale) - a[k] = (R[0] + R[n/2]*cos(pi*k))/2 + - sum_j=1^n/2-1 R[j]*cos(2*pi*j*k/n) + - sum_j=1^n/2-1 I[j]*sin(2*pi*j*k/n), 0<=k<n - [usage] - <case1> - ip[0] = 0; // first time only - rdft(n, 1, a, ip, w); - <case2> - ip[0] = 0; // first time only - rdft(n, -1, a, ip, w); - [parameters] - n :data length (size_t) - n >= 2, n = power of 2 - a[0...n-1] :input/output data (float *) - <case1> - output data - a[2*k] = R[k], 0<=k<n/2 - a[2*k+1] = I[k], 0<k<n/2 - a[1] = R[n/2] - <case2> - input data - a[2*j] = R[j], 0<=j<n/2 - a[2*j+1] = I[j], 0<j<n/2 - a[1] = R[n/2] - ip[0...*] :work area for bit reversal (size_t *) - length of ip >= 2+sqrt(n/2) - strictly, - length of ip >= - 2+(1<<(int)(log(n/2+0.5)/log(2))/2). - ip[0],ip[1] are pointers of the cos/sin table. - w[0...n/2-1] :cos/sin table (float *) - w[],ip[] are initialized if ip[0] == 0. - [remark] - Inverse of - rdft(n, 1, a, ip, w); - is - rdft(n, -1, a, ip, w); - for (j = 0; j <= n - 1; j++) { - a[j] *= 2.0 / n; - } - . - - --------- DCT (Discrete Cosine Transform) / Inverse of DCT -------- - [definition] - <case1> IDCT (excluding scale) - C[k] = sum_j=0^n-1 a[j]*cos(pi*j*(k+1/2)/n), 0<=k<n - <case2> DCT - C[k] = sum_j=0^n-1 a[j]*cos(pi*(j+1/2)*k/n), 0<=k<n - [usage] - <case1> - ip[0] = 0; // first time only - ddct(n, 1, a, ip, w); - <case2> - ip[0] = 0; // first time only - ddct(n, -1, a, ip, w); - [parameters] - n :data length (int) - n >= 2, n = power of 2 - a[0...n-1] :input/output data (float *) - output data - a[k] = C[k], 0<=k<n - ip[0...*] :work area for bit reversal (int *) - length of ip >= 2+sqrt(n/2) - strictly, - length of ip >= - 2+(1<<(int)(log(n/2+0.5)/log(2))/2). - ip[0],ip[1] are pointers of the cos/sin table. - w[0...n*5/4-1] :cos/sin table (float *) - w[],ip[] are initialized if ip[0] == 0. - [remark] - Inverse of - ddct(n, -1, a, ip, w); - is - a[0] *= 0.5; - ddct(n, 1, a, ip, w); - for (j = 0; j <= n - 1; j++) { - a[j] *= 2.0 / n; - } - . - - --------- DST (Discrete Sine Transform) / Inverse of DST -------- - [definition] - <case1> IDST (excluding scale) - S[k] = sum_j=1^n A[j]*sin(pi*j*(k+1/2)/n), 0<=k<n - <case2> DST - S[k] = sum_j=0^n-1 a[j]*sin(pi*(j+1/2)*k/n), 0<k<=n - [usage] - <case1> - ip[0] = 0; // first time only - ddst(n, 1, a, ip, w); - <case2> - ip[0] = 0; // first time only - ddst(n, -1, a, ip, w); - [parameters] - n :data length (int) - n >= 2, n = power of 2 - a[0...n-1] :input/output data (float *) - <case1> - input data - a[j] = A[j], 0<j<n - a[0] = A[n] - output data - a[k] = S[k], 0<=k<n - <case2> - output data - a[k] = S[k], 0<k<n - a[0] = S[n] - ip[0...*] :work area for bit reversal (int *) - length of ip >= 2+sqrt(n/2) - strictly, - length of ip >= - 2+(1<<(int)(log(n/2+0.5)/log(2))/2). - ip[0],ip[1] are pointers of the cos/sin table. - w[0...n*5/4-1] :cos/sin table (float *) - w[],ip[] are initialized if ip[0] == 0. - [remark] - Inverse of - ddst(n, -1, a, ip, w); - is - a[0] *= 0.5; - ddst(n, 1, a, ip, w); - for (j = 0; j <= n - 1; j++) { - a[j] *= 2.0 / n; - } - . - - --------- Cosine Transform of RDFT (Real Symmetric DFT) -------- - [definition] - C[k] = sum_j=0^n a[j]*cos(pi*j*k/n), 0<=k<=n - [usage] - ip[0] = 0; // first time only - dfct(n, a, t, ip, w); - [parameters] - n :data length - 1 (int) - n >= 2, n = power of 2 - a[0...n] :input/output data (float *) - output data - a[k] = C[k], 0<=k<=n - t[0...n/2] :work area (float *) - ip[0...*] :work area for bit reversal (int *) - length of ip >= 2+sqrt(n/4) - strictly, - length of ip >= - 2+(1<<(int)(log(n/4+0.5)/log(2))/2). - ip[0],ip[1] are pointers of the cos/sin table. - w[0...n*5/8-1] :cos/sin table (float *) - w[],ip[] are initialized if ip[0] == 0. - [remark] - Inverse of - a[0] *= 0.5; - a[n] *= 0.5; - dfct(n, a, t, ip, w); - is - a[0] *= 0.5; - a[n] *= 0.5; - dfct(n, a, t, ip, w); - for (j = 0; j <= n; j++) { - a[j] *= 2.0 / n; - } - . - - --------- Sine Transform of RDFT (Real Anti-symmetric DFT) -------- - [definition] - S[k] = sum_j=1^n-1 a[j]*sin(pi*j*k/n), 0<k<n - [usage] - ip[0] = 0; // first time only - dfst(n, a, t, ip, w); - [parameters] - n :data length + 1 (int) - n >= 2, n = power of 2 - a[0...n-1] :input/output data (float *) - output data - a[k] = S[k], 0<k<n - (a[0] is used for work area) - t[0...n/2-1] :work area (float *) - ip[0...*] :work area for bit reversal (int *) - length of ip >= 2+sqrt(n/4) - strictly, - length of ip >= - 2+(1<<(int)(log(n/4+0.5)/log(2))/2). - ip[0],ip[1] are pointers of the cos/sin table. - w[0...n*5/8-1] :cos/sin table (float *) - w[],ip[] are initialized if ip[0] == 0. - [remark] - Inverse of - dfst(n, a, t, ip, w); - is - dfst(n, a, t, ip, w); - for (j = 1; j <= n - 1; j++) { - a[j] *= 2.0 / n; - } - . - - -Appendix : - The cos/sin table is recalculated when the larger table required. - w[] and ip[] are compatible with all routines. -*/ - -#include <stddef.h> - -static void makewt(size_t nw, size_t *ip, float *w); -static void makect(size_t nc, size_t *ip, float *c); -static void bitrv2(size_t n, size_t *ip, float *a); -#if 0 // Not used. -static void bitrv2conj(int n, int *ip, float *a); -#endif -static void cftfsub(size_t n, float *a, float *w); -static void cftbsub(size_t n, float *a, float *w); -static void cft1st(size_t n, float *a, float *w); -static void cftmdl(size_t n, size_t l, float *a, float *w); -static void rftfsub(size_t n, float *a, size_t nc, float *c); -static void rftbsub(size_t n, float *a, size_t nc, float *c); -#if 0 // Not used. -static void dctsub(int n, float *a, int nc, float *c) -static void dstsub(int n, float *a, int nc, float *c) -#endif - - -#if 0 // Not used. -void WebRtc_cdft(int n, int isgn, float *a, int *ip, float *w) -{ - if (n > (ip[0] << 2)) { - makewt(n >> 2, ip, w); - } - if (n > 4) { - if (isgn >= 0) { - bitrv2(n, ip + 2, a); - cftfsub(n, a, w); - } else { - bitrv2conj(n, ip + 2, a); - cftbsub(n, a, w); - } - } else if (n == 4) { - cftfsub(n, a, w); - } -} -#endif - - -void WebRtc_rdft(size_t n, int isgn, float *a, size_t *ip, float *w) -{ - size_t nw, nc; - float xi; - - nw = ip[0]; - if (n > (nw << 2)) { - nw = n >> 2; - makewt(nw, ip, w); - } - nc = ip[1]; - if (n > (nc << 2)) { - nc = n >> 2; - makect(nc, ip, w + nw); - } - if (isgn >= 0) { - if (n > 4) { - bitrv2(n, ip + 2, a); - cftfsub(n, a, w); - rftfsub(n, a, nc, w + nw); - } else if (n == 4) { - cftfsub(n, a, w); - } - xi = a[0] - a[1]; - a[0] += a[1]; - a[1] = xi; - } else { - a[1] = 0.5f * (a[0] - a[1]); - a[0] -= a[1]; - if (n > 4) { - rftbsub(n, a, nc, w + nw); - bitrv2(n, ip + 2, a); - cftbsub(n, a, w); - } else if (n == 4) { - cftfsub(n, a, w); - } - } -} - -#if 0 // Not used. -static void ddct(int n, int isgn, float *a, int *ip, float *w) -{ - int j, nw, nc; - float xr; - - nw = ip[0]; - if (n > (nw << 2)) { - nw = n >> 2; - makewt(nw, ip, w); - } - nc = ip[1]; - if (n > nc) { - nc = n; - makect(nc, ip, w + nw); - } - if (isgn < 0) { - xr = a[n - 1]; - for (j = n - 2; j >= 2; j -= 2) { - a[j + 1] = a[j] - a[j - 1]; - a[j] += a[j - 1]; - } - a[1] = a[0] - xr; - a[0] += xr; - if (n > 4) { - rftbsub(n, a, nc, w + nw); - bitrv2(n, ip + 2, a); - cftbsub(n, a, w); - } else if (n == 4) { - cftfsub(n, a, w); - } - } - dctsub(n, a, nc, w + nw); - if (isgn >= 0) { - if (n > 4) { - bitrv2(n, ip + 2, a); - cftfsub(n, a, w); - rftfsub(n, a, nc, w + nw); - } else if (n == 4) { - cftfsub(n, a, w); - } - xr = a[0] - a[1]; - a[0] += a[1]; - for (j = 2; j < n; j += 2) { - a[j - 1] = a[j] - a[j + 1]; - a[j] += a[j + 1]; - } - a[n - 1] = xr; - } -} - - -static void ddst(int n, int isgn, float *a, int *ip, float *w) -{ - int j, nw, nc; - float xr; - - nw = ip[0]; - if (n > (nw << 2)) { - nw = n >> 2; - makewt(nw, ip, w); - } - nc = ip[1]; - if (n > nc) { - nc = n; - makect(nc, ip, w + nw); - } - if (isgn < 0) { - xr = a[n - 1]; - for (j = n - 2; j >= 2; j -= 2) { - a[j + 1] = -a[j] - a[j - 1]; - a[j] -= a[j - 1]; - } - a[1] = a[0] + xr; - a[0] -= xr; - if (n > 4) { - rftbsub(n, a, nc, w + nw); - bitrv2(n, ip + 2, a); - cftbsub(n, a, w); - } else if (n == 4) { - cftfsub(n, a, w); - } - } - dstsub(n, a, nc, w + nw); - if (isgn >= 0) { - if (n > 4) { - bitrv2(n, ip + 2, a); - cftfsub(n, a, w); - rftfsub(n, a, nc, w + nw); - } else if (n == 4) { - cftfsub(n, a, w); - } - xr = a[0] - a[1]; - a[0] += a[1]; - for (j = 2; j < n; j += 2) { - a[j - 1] = -a[j] - a[j + 1]; - a[j] -= a[j + 1]; - } - a[n - 1] = -xr; - } -} - - -static void dfct(int n, float *a, float *t, int *ip, float *w) -{ - int j, k, l, m, mh, nw, nc; - float xr, xi, yr, yi; - - nw = ip[0]; - if (n > (nw << 3)) { - nw = n >> 3; - makewt(nw, ip, w); - } - nc = ip[1]; - if (n > (nc << 1)) { - nc = n >> 1; - makect(nc, ip, w + nw); - } - m = n >> 1; - yi = a[m]; - xi = a[0] + a[n]; - a[0] -= a[n]; - t[0] = xi - yi; - t[m] = xi + yi; - if (n > 2) { - mh = m >> 1; - for (j = 1; j < mh; j++) { - k = m - j; - xr = a[j] - a[n - j]; - xi = a[j] + a[n - j]; - yr = a[k] - a[n - k]; - yi = a[k] + a[n - k]; - a[j] = xr; - a[k] = yr; - t[j] = xi - yi; - t[k] = xi + yi; - } - t[mh] = a[mh] + a[n - mh]; - a[mh] -= a[n - mh]; - dctsub(m, a, nc, w + nw); - if (m > 4) { - bitrv2(m, ip + 2, a); - cftfsub(m, a, w); - rftfsub(m, a, nc, w + nw); - } else if (m == 4) { - cftfsub(m, a, w); - } - a[n - 1] = a[0] - a[1]; - a[1] = a[0] + a[1]; - for (j = m - 2; j >= 2; j -= 2) { - a[2 * j + 1] = a[j] + a[j + 1]; - a[2 * j - 1] = a[j] - a[j + 1]; - } - l = 2; - m = mh; - while (m >= 2) { - dctsub(m, t, nc, w + nw); - if (m > 4) { - bitrv2(m, ip + 2, t); - cftfsub(m, t, w); - rftfsub(m, t, nc, w + nw); - } else if (m == 4) { - cftfsub(m, t, w); - } - a[n - l] = t[0] - t[1]; - a[l] = t[0] + t[1]; - k = 0; - for (j = 2; j < m; j += 2) { - k += l << 2; - a[k - l] = t[j] - t[j + 1]; - a[k + l] = t[j] + t[j + 1]; - } - l <<= 1; - mh = m >> 1; - for (j = 0; j < mh; j++) { - k = m - j; - t[j] = t[m + k] - t[m + j]; - t[k] = t[m + k] + t[m + j]; - } - t[mh] = t[m + mh]; - m = mh; - } - a[l] = t[0]; - a[n] = t[2] - t[1]; - a[0] = t[2] + t[1]; - } else { - a[1] = a[0]; - a[2] = t[0]; - a[0] = t[1]; - } -} - -static void dfst(int n, float *a, float *t, int *ip, float *w) -{ - int j, k, l, m, mh, nw, nc; - float xr, xi, yr, yi; - - nw = ip[0]; - if (n > (nw << 3)) { - nw = n >> 3; - makewt(nw, ip, w); - } - nc = ip[1]; - if (n > (nc << 1)) { - nc = n >> 1; - makect(nc, ip, w + nw); - } - if (n > 2) { - m = n >> 1; - mh = m >> 1; - for (j = 1; j < mh; j++) { - k = m - j; - xr = a[j] + a[n - j]; - xi = a[j] - a[n - j]; - yr = a[k] + a[n - k]; - yi = a[k] - a[n - k]; - a[j] = xr; - a[k] = yr; - t[j] = xi + yi; - t[k] = xi - yi; - } - t[0] = a[mh] - a[n - mh]; - a[mh] += a[n - mh]; - a[0] = a[m]; - dstsub(m, a, nc, w + nw); - if (m > 4) { - bitrv2(m, ip + 2, a); - cftfsub(m, a, w); - rftfsub(m, a, nc, w + nw); - } else if (m == 4) { - cftfsub(m, a, w); - } - a[n - 1] = a[1] - a[0]; - a[1] = a[0] + a[1]; - for (j = m - 2; j >= 2; j -= 2) { - a[2 * j + 1] = a[j] - a[j + 1]; - a[2 * j - 1] = -a[j] - a[j + 1]; - } - l = 2; - m = mh; - while (m >= 2) { - dstsub(m, t, nc, w + nw); - if (m > 4) { - bitrv2(m, ip + 2, t); - cftfsub(m, t, w); - rftfsub(m, t, nc, w + nw); - } else if (m == 4) { - cftfsub(m, t, w); - } - a[n - l] = t[1] - t[0]; - a[l] = t[0] + t[1]; - k = 0; - for (j = 2; j < m; j += 2) { - k += l << 2; - a[k - l] = -t[j] - t[j + 1]; - a[k + l] = t[j] - t[j + 1]; - } - l <<= 1; - mh = m >> 1; - for (j = 1; j < mh; j++) { - k = m - j; - t[j] = t[m + k] + t[m + j]; - t[k] = t[m + k] - t[m + j]; - } - t[0] = t[m + mh]; - m = mh; - } - a[l] = t[0]; - } - a[0] = 0; -} -#endif // Not used. - - -/* -------- initializing routines -------- */ - - -#include <math.h> - -static void makewt(size_t nw, size_t *ip, float *w) -{ - size_t j, nwh; - float delta, x, y; - - ip[0] = nw; - ip[1] = 1; - if (nw > 2) { - nwh = nw >> 1; - delta = atanf(1.0f) / nwh; - w[0] = 1; - w[1] = 0; - w[nwh] = (float)cos(delta * nwh); - w[nwh + 1] = w[nwh]; - if (nwh > 2) { - for (j = 2; j < nwh; j += 2) { - x = (float)cos(delta * j); - y = (float)sin(delta * j); - w[j] = x; - w[j + 1] = y; - w[nw - j] = y; - w[nw - j + 1] = x; - } - bitrv2(nw, ip + 2, w); - } - } -} - - -static void makect(size_t nc, size_t *ip, float *c) -{ - size_t j, nch; - float delta; - - ip[1] = nc; - if (nc > 1) { - nch = nc >> 1; - delta = atanf(1.0f) / nch; - c[0] = (float)cos(delta * nch); - c[nch] = 0.5f * c[0]; - for (j = 1; j < nch; j++) { - c[j] = 0.5f * (float)cos(delta * j); - c[nc - j] = 0.5f * (float)sin(delta * j); - } - } -} - - -/* -------- child routines -------- */ - - -static void bitrv2(size_t n, size_t *ip, float *a) -{ - size_t j, j1, k, k1, l, m, m2; - float xr, xi, yr, yi; - - ip[0] = 0; - l = n; - m = 1; - while ((m << 3) < l) { - l >>= 1; - for (j = 0; j < m; j++) { - ip[m + j] = ip[j] + l; - } - m <<= 1; - } - m2 = 2 * m; - if ((m << 3) == l) { - for (k = 0; k < m; k++) { - for (j = 0; j < k; j++) { - j1 = 2 * j + ip[k]; - k1 = 2 * k + ip[j]; - xr = a[j1]; - xi = a[j1 + 1]; - yr = a[k1]; - yi = a[k1 + 1]; - a[j1] = yr; - a[j1 + 1] = yi; - a[k1] = xr; - a[k1 + 1] = xi; - j1 += m2; - k1 += 2 * m2; - xr = a[j1]; - xi = a[j1 + 1]; - yr = a[k1]; - yi = a[k1 + 1]; - a[j1] = yr; - a[j1 + 1] = yi; - a[k1] = xr; - a[k1 + 1] = xi; - j1 += m2; - k1 -= m2; - xr = a[j1]; - xi = a[j1 + 1]; - yr = a[k1]; - yi = a[k1 + 1]; - a[j1] = yr; - a[j1 + 1] = yi; - a[k1] = xr; - a[k1 + 1] = xi; - j1 += m2; - k1 += 2 * m2; - xr = a[j1]; - xi = a[j1 + 1]; - yr = a[k1]; - yi = a[k1 + 1]; - a[j1] = yr; - a[j1 + 1] = yi; - a[k1] = xr; - a[k1 + 1] = xi; - } - j1 = 2 * k + m2 + ip[k]; - k1 = j1 + m2; - xr = a[j1]; - xi = a[j1 + 1]; - yr = a[k1]; - yi = a[k1 + 1]; - a[j1] = yr; - a[j1 + 1] = yi; - a[k1] = xr; - a[k1 + 1] = xi; - } - } else { - for (k = 1; k < m; k++) { - for (j = 0; j < k; j++) { - j1 = 2 * j + ip[k]; - k1 = 2 * k + ip[j]; - xr = a[j1]; - xi = a[j1 + 1]; - yr = a[k1]; - yi = a[k1 + 1]; - a[j1] = yr; - a[j1 + 1] = yi; - a[k1] = xr; - a[k1 + 1] = xi; - j1 += m2; - k1 += m2; - xr = a[j1]; - xi = a[j1 + 1]; - yr = a[k1]; - yi = a[k1 + 1]; - a[j1] = yr; - a[j1 + 1] = yi; - a[k1] = xr; - a[k1 + 1] = xi; - } - } - } -} - -#if 0 // Not used. -static void bitrv2conj(int n, int *ip, float *a) -{ - int j, j1, k, k1, l, m, m2; - float xr, xi, yr, yi; - - ip[0] = 0; - l = n; - m = 1; - while ((m << 3) < l) { - l >>= 1; - for (j = 0; j < m; j++) { - ip[m + j] = ip[j] + l; - } - m <<= 1; - } - m2 = 2 * m; - if ((m << 3) == l) { - for (k = 0; k < m; k++) { - for (j = 0; j < k; j++) { - j1 = 2 * j + ip[k]; - k1 = 2 * k + ip[j]; - xr = a[j1]; - xi = -a[j1 + 1]; - yr = a[k1]; - yi = -a[k1 + 1]; - a[j1] = yr; - a[j1 + 1] = yi; - a[k1] = xr; - a[k1 + 1] = xi; - j1 += m2; - k1 += 2 * m2; - xr = a[j1]; - xi = -a[j1 + 1]; - yr = a[k1]; - yi = -a[k1 + 1]; - a[j1] = yr; - a[j1 + 1] = yi; - a[k1] = xr; - a[k1 + 1] = xi; - j1 += m2; - k1 -= m2; - xr = a[j1]; - xi = -a[j1 + 1]; - yr = a[k1]; - yi = -a[k1 + 1]; - a[j1] = yr; - a[j1 + 1] = yi; - a[k1] = xr; - a[k1 + 1] = xi; - j1 += m2; - k1 += 2 * m2; - xr = a[j1]; - xi = -a[j1 + 1]; - yr = a[k1]; - yi = -a[k1 + 1]; - a[j1] = yr; - a[j1 + 1] = yi; - a[k1] = xr; - a[k1 + 1] = xi; - } - k1 = 2 * k + ip[k]; - a[k1 + 1] = -a[k1 + 1]; - j1 = k1 + m2; - k1 = j1 + m2; - xr = a[j1]; - xi = -a[j1 + 1]; - yr = a[k1]; - yi = -a[k1 + 1]; - a[j1] = yr; - a[j1 + 1] = yi; - a[k1] = xr; - a[k1 + 1] = xi; - k1 += m2; - a[k1 + 1] = -a[k1 + 1]; - } - } else { - a[1] = -a[1]; - a[m2 + 1] = -a[m2 + 1]; - for (k = 1; k < m; k++) { - for (j = 0; j < k; j++) { - j1 = 2 * j + ip[k]; - k1 = 2 * k + ip[j]; - xr = a[j1]; - xi = -a[j1 + 1]; - yr = a[k1]; - yi = -a[k1 + 1]; - a[j1] = yr; - a[j1 + 1] = yi; - a[k1] = xr; - a[k1 + 1] = xi; - j1 += m2; - k1 += m2; - xr = a[j1]; - xi = -a[j1 + 1]; - yr = a[k1]; - yi = -a[k1 + 1]; - a[j1] = yr; - a[j1 + 1] = yi; - a[k1] = xr; - a[k1 + 1] = xi; - } - k1 = 2 * k + ip[k]; - a[k1 + 1] = -a[k1 + 1]; - a[k1 + m2 + 1] = -a[k1 + m2 + 1]; - } - } -} -#endif - -static void cftfsub(size_t n, float *a, float *w) -{ - size_t j, j1, j2, j3, l; - float x0r, x0i, x1r, x1i, x2r, x2i, x3r, x3i; - - l = 2; - if (n > 8) { - cft1st(n, a, w); - l = 8; - while ((l << 2) < n) { - cftmdl(n, l, a, w); - l <<= 2; - } - } - if ((l << 2) == n) { - for (j = 0; j < l; j += 2) { - j1 = j + l; - j2 = j1 + l; - j3 = j2 + l; - x0r = a[j] + a[j1]; - x0i = a[j + 1] + a[j1 + 1]; - x1r = a[j] - a[j1]; - x1i = a[j + 1] - a[j1 + 1]; - x2r = a[j2] + a[j3]; - x2i = a[j2 + 1] + a[j3 + 1]; - x3r = a[j2] - a[j3]; - x3i = a[j2 + 1] - a[j3 + 1]; - a[j] = x0r + x2r; - a[j + 1] = x0i + x2i; - a[j2] = x0r - x2r; - a[j2 + 1] = x0i - x2i; - a[j1] = x1r - x3i; - a[j1 + 1] = x1i + x3r; - a[j3] = x1r + x3i; - a[j3 + 1] = x1i - x3r; - } - } else { - for (j = 0; j < l; j += 2) { - j1 = j + l; - x0r = a[j] - a[j1]; - x0i = a[j + 1] - a[j1 + 1]; - a[j] += a[j1]; - a[j + 1] += a[j1 + 1]; - a[j1] = x0r; - a[j1 + 1] = x0i; - } - } -} - - -static void cftbsub(size_t n, float *a, float *w) -{ - size_t j, j1, j2, j3, l; - float x0r, x0i, x1r, x1i, x2r, x2i, x3r, x3i; - - l = 2; - if (n > 8) { - cft1st(n, a, w); - l = 8; - while ((l << 2) < n) { - cftmdl(n, l, a, w); - l <<= 2; - } - } - if ((l << 2) == n) { - for (j = 0; j < l; j += 2) { - j1 = j + l; - j2 = j1 + l; - j3 = j2 + l; - x0r = a[j] + a[j1]; - x0i = -a[j + 1] - a[j1 + 1]; - x1r = a[j] - a[j1]; - x1i = -a[j + 1] + a[j1 + 1]; - x2r = a[j2] + a[j3]; - x2i = a[j2 + 1] + a[j3 + 1]; - x3r = a[j2] - a[j3]; - x3i = a[j2 + 1] - a[j3 + 1]; - a[j] = x0r + x2r; - a[j + 1] = x0i - x2i; - a[j2] = x0r - x2r; - a[j2 + 1] = x0i + x2i; - a[j1] = x1r - x3i; - a[j1 + 1] = x1i - x3r; - a[j3] = x1r + x3i; - a[j3 + 1] = x1i + x3r; - } - } else { - for (j = 0; j < l; j += 2) { - j1 = j + l; - x0r = a[j] - a[j1]; - x0i = -a[j + 1] + a[j1 + 1]; - a[j] += a[j1]; - a[j + 1] = -a[j + 1] - a[j1 + 1]; - a[j1] = x0r; - a[j1 + 1] = x0i; - } - } -} - - -static void cft1st(size_t n, float *a, float *w) -{ - size_t j, k1, k2; - float wk1r, wk1i, wk2r, wk2i, wk3r, wk3i; - float x0r, x0i, x1r, x1i, x2r, x2i, x3r, x3i; - - x0r = a[0] + a[2]; - x0i = a[1] + a[3]; - x1r = a[0] - a[2]; - x1i = a[1] - a[3]; - x2r = a[4] + a[6]; - x2i = a[5] + a[7]; - x3r = a[4] - a[6]; - x3i = a[5] - a[7]; - a[0] = x0r + x2r; - a[1] = x0i + x2i; - a[4] = x0r - x2r; - a[5] = x0i - x2i; - a[2] = x1r - x3i; - a[3] = x1i + x3r; - a[6] = x1r + x3i; - a[7] = x1i - x3r; - wk1r = w[2]; - x0r = a[8] + a[10]; - x0i = a[9] + a[11]; - x1r = a[8] - a[10]; - x1i = a[9] - a[11]; - x2r = a[12] + a[14]; - x2i = a[13] + a[15]; - x3r = a[12] - a[14]; - x3i = a[13] - a[15]; - a[8] = x0r + x2r; - a[9] = x0i + x2i; - a[12] = x2i - x0i; - a[13] = x0r - x2r; - x0r = x1r - x3i; - x0i = x1i + x3r; - a[10] = wk1r * (x0r - x0i); - a[11] = wk1r * (x0r + x0i); - x0r = x3i + x1r; - x0i = x3r - x1i; - a[14] = wk1r * (x0i - x0r); - a[15] = wk1r * (x0i + x0r); - k1 = 0; - for (j = 16; j < n; j += 16) { - k1 += 2; - k2 = 2 * k1; - wk2r = w[k1]; - wk2i = w[k1 + 1]; - wk1r = w[k2]; - wk1i = w[k2 + 1]; - wk3r = wk1r - 2 * wk2i * wk1i; - wk3i = 2 * wk2i * wk1r - wk1i; - x0r = a[j] + a[j + 2]; - x0i = a[j + 1] + a[j + 3]; - x1r = a[j] - a[j + 2]; - x1i = a[j + 1] - a[j + 3]; - x2r = a[j + 4] + a[j + 6]; - x2i = a[j + 5] + a[j + 7]; - x3r = a[j + 4] - a[j + 6]; - x3i = a[j + 5] - a[j + 7]; - a[j] = x0r + x2r; - a[j + 1] = x0i + x2i; - x0r -= x2r; - x0i -= x2i; - a[j + 4] = wk2r * x0r - wk2i * x0i; - a[j + 5] = wk2r * x0i + wk2i * x0r; - x0r = x1r - x3i; - x0i = x1i + x3r; - a[j + 2] = wk1r * x0r - wk1i * x0i; - a[j + 3] = wk1r * x0i + wk1i * x0r; - x0r = x1r + x3i; - x0i = x1i - x3r; - a[j + 6] = wk3r * x0r - wk3i * x0i; - a[j + 7] = wk3r * x0i + wk3i * x0r; - wk1r = w[k2 + 2]; - wk1i = w[k2 + 3]; - wk3r = wk1r - 2 * wk2r * wk1i; - wk3i = 2 * wk2r * wk1r - wk1i; - x0r = a[j + 8] + a[j + 10]; - x0i = a[j + 9] + a[j + 11]; - x1r = a[j + 8] - a[j + 10]; - x1i = a[j + 9] - a[j + 11]; - x2r = a[j + 12] + a[j + 14]; - x2i = a[j + 13] + a[j + 15]; - x3r = a[j + 12] - a[j + 14]; - x3i = a[j + 13] - a[j + 15]; - a[j + 8] = x0r + x2r; - a[j + 9] = x0i + x2i; - x0r -= x2r; - x0i -= x2i; - a[j + 12] = -wk2i * x0r - wk2r * x0i; - a[j + 13] = -wk2i * x0i + wk2r * x0r; - x0r = x1r - x3i; - x0i = x1i + x3r; - a[j + 10] = wk1r * x0r - wk1i * x0i; - a[j + 11] = wk1r * x0i + wk1i * x0r; - x0r = x1r + x3i; - x0i = x1i - x3r; - a[j + 14] = wk3r * x0r - wk3i * x0i; - a[j + 15] = wk3r * x0i + wk3i * x0r; - } -} - - -static void cftmdl(size_t n, size_t l, float *a, float *w) -{ - size_t j, j1, j2, j3, k, k1, k2, m, m2; - float wk1r, wk1i, wk2r, wk2i, wk3r, wk3i; - float x0r, x0i, x1r, x1i, x2r, x2i, x3r, x3i; - - m = l << 2; - for (j = 0; j < l; j += 2) { - j1 = j + l; - j2 = j1 + l; - j3 = j2 + l; - x0r = a[j] + a[j1]; - x0i = a[j + 1] + a[j1 + 1]; - x1r = a[j] - a[j1]; - x1i = a[j + 1] - a[j1 + 1]; - x2r = a[j2] + a[j3]; - x2i = a[j2 + 1] + a[j3 + 1]; - x3r = a[j2] - a[j3]; - x3i = a[j2 + 1] - a[j3 + 1]; - a[j] = x0r + x2r; - a[j + 1] = x0i + x2i; - a[j2] = x0r - x2r; - a[j2 + 1] = x0i - x2i; - a[j1] = x1r - x3i; - a[j1 + 1] = x1i + x3r; - a[j3] = x1r + x3i; - a[j3 + 1] = x1i - x3r; - } - wk1r = w[2]; - for (j = m; j < l + m; j += 2) { - j1 = j + l; - j2 = j1 + l; - j3 = j2 + l; - x0r = a[j] + a[j1]; - x0i = a[j + 1] + a[j1 + 1]; - x1r = a[j] - a[j1]; - x1i = a[j + 1] - a[j1 + 1]; - x2r = a[j2] + a[j3]; - x2i = a[j2 + 1] + a[j3 + 1]; - x3r = a[j2] - a[j3]; - x3i = a[j2 + 1] - a[j3 + 1]; - a[j] = x0r + x2r; - a[j + 1] = x0i + x2i; - a[j2] = x2i - x0i; - a[j2 + 1] = x0r - x2r; - x0r = x1r - x3i; - x0i = x1i + x3r; - a[j1] = wk1r * (x0r - x0i); - a[j1 + 1] = wk1r * (x0r + x0i); - x0r = x3i + x1r; - x0i = x3r - x1i; - a[j3] = wk1r * (x0i - x0r); - a[j3 + 1] = wk1r * (x0i + x0r); - } - k1 = 0; - m2 = 2 * m; - for (k = m2; k < n; k += m2) { - k1 += 2; - k2 = 2 * k1; - wk2r = w[k1]; - wk2i = w[k1 + 1]; - wk1r = w[k2]; - wk1i = w[k2 + 1]; - wk3r = wk1r - 2 * wk2i * wk1i; - wk3i = 2 * wk2i * wk1r - wk1i; - for (j = k; j < l + k; j += 2) { - j1 = j + l; - j2 = j1 + l; - j3 = j2 + l; - x0r = a[j] + a[j1]; - x0i = a[j + 1] + a[j1 + 1]; - x1r = a[j] - a[j1]; - x1i = a[j + 1] - a[j1 + 1]; - x2r = a[j2] + a[j3]; - x2i = a[j2 + 1] + a[j3 + 1]; - x3r = a[j2] - a[j3]; - x3i = a[j2 + 1] - a[j3 + 1]; - a[j] = x0r + x2r; - a[j + 1] = x0i + x2i; - x0r -= x2r; - x0i -= x2i; - a[j2] = wk2r * x0r - wk2i * x0i; - a[j2 + 1] = wk2r * x0i + wk2i * x0r; - x0r = x1r - x3i; - x0i = x1i + x3r; - a[j1] = wk1r * x0r - wk1i * x0i; - a[j1 + 1] = wk1r * x0i + wk1i * x0r; - x0r = x1r + x3i; - x0i = x1i - x3r; - a[j3] = wk3r * x0r - wk3i * x0i; - a[j3 + 1] = wk3r * x0i + wk3i * x0r; - } - wk1r = w[k2 + 2]; - wk1i = w[k2 + 3]; - wk3r = wk1r - 2 * wk2r * wk1i; - wk3i = 2 * wk2r * wk1r - wk1i; - for (j = k + m; j < l + (k + m); j += 2) { - j1 = j + l; - j2 = j1 + l; - j3 = j2 + l; - x0r = a[j] + a[j1]; - x0i = a[j + 1] + a[j1 + 1]; - x1r = a[j] - a[j1]; - x1i = a[j + 1] - a[j1 + 1]; - x2r = a[j2] + a[j3]; - x2i = a[j2 + 1] + a[j3 + 1]; - x3r = a[j2] - a[j3]; - x3i = a[j2 + 1] - a[j3 + 1]; - a[j] = x0r + x2r; - a[j + 1] = x0i + x2i; - x0r -= x2r; - x0i -= x2i; - a[j2] = -wk2i * x0r - wk2r * x0i; - a[j2 + 1] = -wk2i * x0i + wk2r * x0r; - x0r = x1r - x3i; - x0i = x1i + x3r; - a[j1] = wk1r * x0r - wk1i * x0i; - a[j1 + 1] = wk1r * x0i + wk1i * x0r; - x0r = x1r + x3i; - x0i = x1i - x3r; - a[j3] = wk3r * x0r - wk3i * x0i; - a[j3 + 1] = wk3r * x0i + wk3i * x0r; - } - } -} - - -static void rftfsub(size_t n, float *a, size_t nc, float *c) -{ - size_t j, k, kk, ks, m; - float wkr, wki, xr, xi, yr, yi; - - m = n >> 1; - ks = 2 * nc / m; - kk = 0; - for (j = 2; j < m; j += 2) { - k = n - j; - kk += ks; - wkr = 0.5f - c[nc - kk]; - wki = c[kk]; - xr = a[j] - a[k]; - xi = a[j + 1] + a[k + 1]; - yr = wkr * xr - wki * xi; - yi = wkr * xi + wki * xr; - a[j] -= yr; - a[j + 1] -= yi; - a[k] += yr; - a[k + 1] -= yi; - } -} - - -static void rftbsub(size_t n, float *a, size_t nc, float *c) -{ - size_t j, k, kk, ks, m; - float wkr, wki, xr, xi, yr, yi; - - a[1] = -a[1]; - m = n >> 1; - ks = 2 * nc / m; - kk = 0; - for (j = 2; j < m; j += 2) { - k = n - j; - kk += ks; - wkr = 0.5f - c[nc - kk]; - wki = c[kk]; - xr = a[j] - a[k]; - xi = a[j + 1] + a[k + 1]; - yr = wkr * xr + wki * xi; - yi = wkr * xi - wki * xr; - a[j] -= yr; - a[j + 1] = yi - a[j + 1]; - a[k] += yr; - a[k + 1] = yi - a[k + 1]; - } - a[m + 1] = -a[m + 1]; -} - -#if 0 // Not used. -static void dctsub(int n, float *a, int nc, float *c) -{ - int j, k, kk, ks, m; - float wkr, wki, xr; - - m = n >> 1; - ks = nc / n; - kk = 0; - for (j = 1; j < m; j++) { - k = n - j; - kk += ks; - wkr = c[kk] - c[nc - kk]; - wki = c[kk] + c[nc - kk]; - xr = wki * a[j] - wkr * a[k]; - a[j] = wkr * a[j] + wki * a[k]; - a[k] = xr; - } - a[m] *= c[0]; -} - - -static void dstsub(int n, float *a, int nc, float *c) -{ - int j, k, kk, ks, m; - float wkr, wki, xr; - - m = n >> 1; - ks = nc / n; - kk = 0; - for (j = 1; j < m; j++) { - k = n - j; - kk += ks; - wkr = c[kk] - c[nc - kk]; - wki = c[kk] + c[nc - kk]; - xr = wki * a[k] - wkr * a[j]; - a[k] = wkr * a[k] + wki * a[j]; - a[j] = xr; - } - a[m] *= c[0]; -} -#endif // Not used. diff --git a/common_audio/third_party/fft4g/fft4g.cc b/common_audio/third_party/fft4g/fft4g.cc new file mode 100644 index 0000000000..fadd1bef0a --- /dev/null +++ b/common_audio/third_party/fft4g/fft4g.cc @@ -0,0 +1,864 @@ +/* + * http://www.kurims.kyoto-u.ac.jp/~ooura/fft.html + * Copyright Takuya OOURA, 1996-2001 + * + * You may use, copy, modify and distribute this code for any purpose (include + * commercial use) and without fee. Please refer to this package when you modify + * this code. + * + * Changes: + * Trivial type modifications by the WebRTC authors. + */ + +/* +Fast Fourier/Cosine/Sine Transform + dimension :one + data length :power of 2 + decimation :frequency + radix :4, 2 + data :inplace + table :use +functions + cdft: Complex Discrete Fourier Transform + rdft: Real Discrete Fourier Transform + ddct: Discrete Cosine Transform + ddst: Discrete Sine Transform + dfct: Cosine Transform of RDFT (Real Symmetric DFT) + dfst: Sine Transform of RDFT (Real Anti-symmetric DFT) +function prototypes + void cdft(int, int, float *, int *, float *); + void rdft(size_t, int, float *, size_t *, float *); + void ddct(int, int, float *, int *, float *); + void ddst(int, int, float *, int *, float *); + void dfct(int, float *, float *, int *, float *); + void dfst(int, float *, float *, int *, float *); + + +-------- Complex DFT (Discrete Fourier Transform) -------- + [definition] + <case1> + X[k] = sum_j=0^n-1 x[j]*exp(2*pi*i*j*k/n), 0<=k<n + <case2> + X[k] = sum_j=0^n-1 x[j]*exp(-2*pi*i*j*k/n), 0<=k<n + (notes: sum_j=0^n-1 is a summation from j=0 to n-1) + [usage] + <case1> + ip[0] = 0; // first time only + cdft(2*n, 1, a, ip, w); + <case2> + ip[0] = 0; // first time only + cdft(2*n, -1, a, ip, w); + [parameters] + 2*n :data length (int) + n >= 1, n = power of 2 + a[0...2*n-1] :input/output data (float *) + input data + a[2*j] = Re(x[j]), + a[2*j+1] = Im(x[j]), 0<=j<n + output data + a[2*k] = Re(X[k]), + a[2*k+1] = Im(X[k]), 0<=k<n + ip[0...*] :work area for bit reversal (int *) + length of ip >= 2+sqrt(n) + strictly, + length of ip >= + 2+(1<<(int)(log(n+0.5)/log(2))/2). + ip[0],ip[1] are pointers of the cos/sin table. + w[0...n/2-1] :cos/sin table (float *) + w[],ip[] are initialized if ip[0] == 0. + [remark] + Inverse of + cdft(2*n, -1, a, ip, w); + is + cdft(2*n, 1, a, ip, w); + for (j = 0; j <= 2 * n - 1; j++) { + a[j] *= 1.0 / n; + } + . + + +-------- Real DFT / Inverse of Real DFT -------- + [definition] + <case1> RDFT + R[k] = sum_j=0^n-1 a[j]*cos(2*pi*j*k/n), 0<=k<=n/2 + I[k] = sum_j=0^n-1 a[j]*sin(2*pi*j*k/n), 0<k<n/2 + <case2> IRDFT (excluding scale) + a[k] = (R[0] + R[n/2]*cos(pi*k))/2 + + sum_j=1^n/2-1 R[j]*cos(2*pi*j*k/n) + + sum_j=1^n/2-1 I[j]*sin(2*pi*j*k/n), 0<=k<n + [usage] + <case1> + ip[0] = 0; // first time only + rdft(n, 1, a, ip, w); + <case2> + ip[0] = 0; // first time only + rdft(n, -1, a, ip, w); + [parameters] + n :data length (size_t) + n >= 2, n = power of 2 + a[0...n-1] :input/output data (float *) + <case1> + output data + a[2*k] = R[k], 0<=k<n/2 + a[2*k+1] = I[k], 0<k<n/2 + a[1] = R[n/2] + <case2> + input data + a[2*j] = R[j], 0<=j<n/2 + a[2*j+1] = I[j], 0<j<n/2 + a[1] = R[n/2] + ip[0...*] :work area for bit reversal (size_t *) + length of ip >= 2+sqrt(n/2) + strictly, + length of ip >= + 2+(1<<(int)(log(n/2+0.5)/log(2))/2). + ip[0],ip[1] are pointers of the cos/sin table. + w[0...n/2-1] :cos/sin table (float *) + w[],ip[] are initialized if ip[0] == 0. + [remark] + Inverse of + rdft(n, 1, a, ip, w); + is + rdft(n, -1, a, ip, w); + for (j = 0; j <= n - 1; j++) { + a[j] *= 2.0 / n; + } + . + + +-------- DCT (Discrete Cosine Transform) / Inverse of DCT -------- + [definition] + <case1> IDCT (excluding scale) + C[k] = sum_j=0^n-1 a[j]*cos(pi*j*(k+1/2)/n), 0<=k<n + <case2> DCT + C[k] = sum_j=0^n-1 a[j]*cos(pi*(j+1/2)*k/n), 0<=k<n + [usage] + <case1> + ip[0] = 0; // first time only + ddct(n, 1, a, ip, w); + <case2> + ip[0] = 0; // first time only + ddct(n, -1, a, ip, w); + [parameters] + n :data length (int) + n >= 2, n = power of 2 + a[0...n-1] :input/output data (float *) + output data + a[k] = C[k], 0<=k<n + ip[0...*] :work area for bit reversal (int *) + length of ip >= 2+sqrt(n/2) + strictly, + length of ip >= + 2+(1<<(int)(log(n/2+0.5)/log(2))/2). + ip[0],ip[1] are pointers of the cos/sin table. + w[0...n*5/4-1] :cos/sin table (float *) + w[],ip[] are initialized if ip[0] == 0. + [remark] + Inverse of + ddct(n, -1, a, ip, w); + is + a[0] *= 0.5; + ddct(n, 1, a, ip, w); + for (j = 0; j <= n - 1; j++) { + a[j] *= 2.0 / n; + } + . + + +-------- DST (Discrete Sine Transform) / Inverse of DST -------- + [definition] + <case1> IDST (excluding scale) + S[k] = sum_j=1^n A[j]*sin(pi*j*(k+1/2)/n), 0<=k<n + <case2> DST + S[k] = sum_j=0^n-1 a[j]*sin(pi*(j+1/2)*k/n), 0<k<=n + [usage] + <case1> + ip[0] = 0; // first time only + ddst(n, 1, a, ip, w); + <case2> + ip[0] = 0; // first time only + ddst(n, -1, a, ip, w); + [parameters] + n :data length (int) + n >= 2, n = power of 2 + a[0...n-1] :input/output data (float *) + <case1> + input data + a[j] = A[j], 0<j<n + a[0] = A[n] + output data + a[k] = S[k], 0<=k<n + <case2> + output data + a[k] = S[k], 0<k<n + a[0] = S[n] + ip[0...*] :work area for bit reversal (int *) + length of ip >= 2+sqrt(n/2) + strictly, + length of ip >= + 2+(1<<(int)(log(n/2+0.5)/log(2))/2). + ip[0],ip[1] are pointers of the cos/sin table. + w[0...n*5/4-1] :cos/sin table (float *) + w[],ip[] are initialized if ip[0] == 0. + [remark] + Inverse of + ddst(n, -1, a, ip, w); + is + a[0] *= 0.5; + ddst(n, 1, a, ip, w); + for (j = 0; j <= n - 1; j++) { + a[j] *= 2.0 / n; + } + . + + +-------- Cosine Transform of RDFT (Real Symmetric DFT) -------- + [definition] + C[k] = sum_j=0^n a[j]*cos(pi*j*k/n), 0<=k<=n + [usage] + ip[0] = 0; // first time only + dfct(n, a, t, ip, w); + [parameters] + n :data length - 1 (int) + n >= 2, n = power of 2 + a[0...n] :input/output data (float *) + output data + a[k] = C[k], 0<=k<=n + t[0...n/2] :work area (float *) + ip[0...*] :work area for bit reversal (int *) + length of ip >= 2+sqrt(n/4) + strictly, + length of ip >= + 2+(1<<(int)(log(n/4+0.5)/log(2))/2). + ip[0],ip[1] are pointers of the cos/sin table. + w[0...n*5/8-1] :cos/sin table (float *) + w[],ip[] are initialized if ip[0] == 0. + [remark] + Inverse of + a[0] *= 0.5; + a[n] *= 0.5; + dfct(n, a, t, ip, w); + is + a[0] *= 0.5; + a[n] *= 0.5; + dfct(n, a, t, ip, w); + for (j = 0; j <= n; j++) { + a[j] *= 2.0 / n; + } + . + + +-------- Sine Transform of RDFT (Real Anti-symmetric DFT) -------- + [definition] + S[k] = sum_j=1^n-1 a[j]*sin(pi*j*k/n), 0<k<n + [usage] + ip[0] = 0; // first time only + dfst(n, a, t, ip, w); + [parameters] + n :data length + 1 (int) + n >= 2, n = power of 2 + a[0...n-1] :input/output data (float *) + output data + a[k] = S[k], 0<k<n + (a[0] is used for work area) + t[0...n/2-1] :work area (float *) + ip[0...*] :work area for bit reversal (int *) + length of ip >= 2+sqrt(n/4) + strictly, + length of ip >= + 2+(1<<(int)(log(n/4+0.5)/log(2))/2). + ip[0],ip[1] are pointers of the cos/sin table. + w[0...n*5/8-1] :cos/sin table (float *) + w[],ip[] are initialized if ip[0] == 0. + [remark] + Inverse of + dfst(n, a, t, ip, w); + is + dfst(n, a, t, ip, w); + for (j = 1; j <= n - 1; j++) { + a[j] *= 2.0 / n; + } + . + + +Appendix : + The cos/sin table is recalculated when the larger table required. + w[] and ip[] are compatible with all routines. +*/ + +#include <math.h> +#include <stddef.h> + +namespace webrtc { + +namespace { + +void makewt(size_t nw, size_t* ip, float* w); +void makect(size_t nc, size_t* ip, float* c); +void bitrv2(size_t n, size_t* ip, float* a); +void cftfsub(size_t n, float* a, float* w); +void cftbsub(size_t n, float* a, float* w); +void cft1st(size_t n, float* a, float* w); +void cftmdl(size_t n, size_t l, float* a, float* w); +void rftfsub(size_t n, float* a, size_t nc, float* c); +void rftbsub(size_t n, float* a, size_t nc, float* c); + +/* -------- initializing routines -------- */ + +void makewt(size_t nw, size_t* ip, float* w) { + size_t j, nwh; + float delta, x, y; + + ip[0] = nw; + ip[1] = 1; + if (nw > 2) { + nwh = nw >> 1; + delta = atanf(1.0f) / nwh; + w[0] = 1; + w[1] = 0; + w[nwh] = (float)cos(delta * nwh); + w[nwh + 1] = w[nwh]; + if (nwh > 2) { + for (j = 2; j < nwh; j += 2) { + x = (float)cos(delta * j); + y = (float)sin(delta * j); + w[j] = x; + w[j + 1] = y; + w[nw - j] = y; + w[nw - j + 1] = x; + } + bitrv2(nw, ip + 2, w); + } + } +} + +void makect(size_t nc, size_t* ip, float* c) { + size_t j, nch; + float delta; + + ip[1] = nc; + if (nc > 1) { + nch = nc >> 1; + delta = atanf(1.0f) / nch; + c[0] = (float)cos(delta * nch); + c[nch] = 0.5f * c[0]; + for (j = 1; j < nch; j++) { + c[j] = 0.5f * (float)cos(delta * j); + c[nc - j] = 0.5f * (float)sin(delta * j); + } + } +} + +/* -------- child routines -------- */ + +void bitrv2(size_t n, size_t* ip, float* a) { + size_t j, j1, k, k1, l, m, m2; + float xr, xi, yr, yi; + + ip[0] = 0; + l = n; + m = 1; + while ((m << 3) < l) { + l >>= 1; + for (j = 0; j < m; j++) { + ip[m + j] = ip[j] + l; + } + m <<= 1; + } + m2 = 2 * m; + if ((m << 3) == l) { + for (k = 0; k < m; k++) { + for (j = 0; j < k; j++) { + j1 = 2 * j + ip[k]; + k1 = 2 * k + ip[j]; + xr = a[j1]; + xi = a[j1 + 1]; + yr = a[k1]; + yi = a[k1 + 1]; + a[j1] = yr; + a[j1 + 1] = yi; + a[k1] = xr; + a[k1 + 1] = xi; + j1 += m2; + k1 += 2 * m2; + xr = a[j1]; + xi = a[j1 + 1]; + yr = a[k1]; + yi = a[k1 + 1]; + a[j1] = yr; + a[j1 + 1] = yi; + a[k1] = xr; + a[k1 + 1] = xi; + j1 += m2; + k1 -= m2; + xr = a[j1]; + xi = a[j1 + 1]; + yr = a[k1]; + yi = a[k1 + 1]; + a[j1] = yr; + a[j1 + 1] = yi; + a[k1] = xr; + a[k1 + 1] = xi; + j1 += m2; + k1 += 2 * m2; + xr = a[j1]; + xi = a[j1 + 1]; + yr = a[k1]; + yi = a[k1 + 1]; + a[j1] = yr; + a[j1 + 1] = yi; + a[k1] = xr; + a[k1 + 1] = xi; + } + j1 = 2 * k + m2 + ip[k]; + k1 = j1 + m2; + xr = a[j1]; + xi = a[j1 + 1]; + yr = a[k1]; + yi = a[k1 + 1]; + a[j1] = yr; + a[j1 + 1] = yi; + a[k1] = xr; + a[k1 + 1] = xi; + } + } else { + for (k = 1; k < m; k++) { + for (j = 0; j < k; j++) { + j1 = 2 * j + ip[k]; + k1 = 2 * k + ip[j]; + xr = a[j1]; + xi = a[j1 + 1]; + yr = a[k1]; + yi = a[k1 + 1]; + a[j1] = yr; + a[j1 + 1] = yi; + a[k1] = xr; + a[k1 + 1] = xi; + j1 += m2; + k1 += m2; + xr = a[j1]; + xi = a[j1 + 1]; + yr = a[k1]; + yi = a[k1 + 1]; + a[j1] = yr; + a[j1 + 1] = yi; + a[k1] = xr; + a[k1 + 1] = xi; + } + } + } +} + +void cftfsub(size_t n, float* a, float* w) { + size_t j, j1, j2, j3, l; + float x0r, x0i, x1r, x1i, x2r, x2i, x3r, x3i; + + l = 2; + if (n > 8) { + cft1st(n, a, w); + l = 8; + while ((l << 2) < n) { + cftmdl(n, l, a, w); + l <<= 2; + } + } + if ((l << 2) == n) { + for (j = 0; j < l; j += 2) { + j1 = j + l; + j2 = j1 + l; + j3 = j2 + l; + x0r = a[j] + a[j1]; + x0i = a[j + 1] + a[j1 + 1]; + x1r = a[j] - a[j1]; + x1i = a[j + 1] - a[j1 + 1]; + x2r = a[j2] + a[j3]; + x2i = a[j2 + 1] + a[j3 + 1]; + x3r = a[j2] - a[j3]; + x3i = a[j2 + 1] - a[j3 + 1]; + a[j] = x0r + x2r; + a[j + 1] = x0i + x2i; + a[j2] = x0r - x2r; + a[j2 + 1] = x0i - x2i; + a[j1] = x1r - x3i; + a[j1 + 1] = x1i + x3r; + a[j3] = x1r + x3i; + a[j3 + 1] = x1i - x3r; + } + } else { + for (j = 0; j < l; j += 2) { + j1 = j + l; + x0r = a[j] - a[j1]; + x0i = a[j + 1] - a[j1 + 1]; + a[j] += a[j1]; + a[j + 1] += a[j1 + 1]; + a[j1] = x0r; + a[j1 + 1] = x0i; + } + } +} + +void cftbsub(size_t n, float* a, float* w) { + size_t j, j1, j2, j3, l; + float x0r, x0i, x1r, x1i, x2r, x2i, x3r, x3i; + + l = 2; + if (n > 8) { + cft1st(n, a, w); + l = 8; + while ((l << 2) < n) { + cftmdl(n, l, a, w); + l <<= 2; + } + } + if ((l << 2) == n) { + for (j = 0; j < l; j += 2) { + j1 = j + l; + j2 = j1 + l; + j3 = j2 + l; + x0r = a[j] + a[j1]; + x0i = -a[j + 1] - a[j1 + 1]; + x1r = a[j] - a[j1]; + x1i = -a[j + 1] + a[j1 + 1]; + x2r = a[j2] + a[j3]; + x2i = a[j2 + 1] + a[j3 + 1]; + x3r = a[j2] - a[j3]; + x3i = a[j2 + 1] - a[j3 + 1]; + a[j] = x0r + x2r; + a[j + 1] = x0i - x2i; + a[j2] = x0r - x2r; + a[j2 + 1] = x0i + x2i; + a[j1] = x1r - x3i; + a[j1 + 1] = x1i - x3r; + a[j3] = x1r + x3i; + a[j3 + 1] = x1i + x3r; + } + } else { + for (j = 0; j < l; j += 2) { + j1 = j + l; + x0r = a[j] - a[j1]; + x0i = -a[j + 1] + a[j1 + 1]; + a[j] += a[j1]; + a[j + 1] = -a[j + 1] - a[j1 + 1]; + a[j1] = x0r; + a[j1 + 1] = x0i; + } + } +} + +void cft1st(size_t n, float* a, float* w) { + size_t j, k1, k2; + float wk1r, wk1i, wk2r, wk2i, wk3r, wk3i; + float x0r, x0i, x1r, x1i, x2r, x2i, x3r, x3i; + + x0r = a[0] + a[2]; + x0i = a[1] + a[3]; + x1r = a[0] - a[2]; + x1i = a[1] - a[3]; + x2r = a[4] + a[6]; + x2i = a[5] + a[7]; + x3r = a[4] - a[6]; + x3i = a[5] - a[7]; + a[0] = x0r + x2r; + a[1] = x0i + x2i; + a[4] = x0r - x2r; + a[5] = x0i - x2i; + a[2] = x1r - x3i; + a[3] = x1i + x3r; + a[6] = x1r + x3i; + a[7] = x1i - x3r; + wk1r = w[2]; + x0r = a[8] + a[10]; + x0i = a[9] + a[11]; + x1r = a[8] - a[10]; + x1i = a[9] - a[11]; + x2r = a[12] + a[14]; + x2i = a[13] + a[15]; + x3r = a[12] - a[14]; + x3i = a[13] - a[15]; + a[8] = x0r + x2r; + a[9] = x0i + x2i; + a[12] = x2i - x0i; + a[13] = x0r - x2r; + x0r = x1r - x3i; + x0i = x1i + x3r; + a[10] = wk1r * (x0r - x0i); + a[11] = wk1r * (x0r + x0i); + x0r = x3i + x1r; + x0i = x3r - x1i; + a[14] = wk1r * (x0i - x0r); + a[15] = wk1r * (x0i + x0r); + k1 = 0; + for (j = 16; j < n; j += 16) { + k1 += 2; + k2 = 2 * k1; + wk2r = w[k1]; + wk2i = w[k1 + 1]; + wk1r = w[k2]; + wk1i = w[k2 + 1]; + wk3r = wk1r - 2 * wk2i * wk1i; + wk3i = 2 * wk2i * wk1r - wk1i; + x0r = a[j] + a[j + 2]; + x0i = a[j + 1] + a[j + 3]; + x1r = a[j] - a[j + 2]; + x1i = a[j + 1] - a[j + 3]; + x2r = a[j + 4] + a[j + 6]; + x2i = a[j + 5] + a[j + 7]; + x3r = a[j + 4] - a[j + 6]; + x3i = a[j + 5] - a[j + 7]; + a[j] = x0r + x2r; + a[j + 1] = x0i + x2i; + x0r -= x2r; + x0i -= x2i; + a[j + 4] = wk2r * x0r - wk2i * x0i; + a[j + 5] = wk2r * x0i + wk2i * x0r; + x0r = x1r - x3i; + x0i = x1i + x3r; + a[j + 2] = wk1r * x0r - wk1i * x0i; + a[j + 3] = wk1r * x0i + wk1i * x0r; + x0r = x1r + x3i; + x0i = x1i - x3r; + a[j + 6] = wk3r * x0r - wk3i * x0i; + a[j + 7] = wk3r * x0i + wk3i * x0r; + wk1r = w[k2 + 2]; + wk1i = w[k2 + 3]; + wk3r = wk1r - 2 * wk2r * wk1i; + wk3i = 2 * wk2r * wk1r - wk1i; + x0r = a[j + 8] + a[j + 10]; + x0i = a[j + 9] + a[j + 11]; + x1r = a[j + 8] - a[j + 10]; + x1i = a[j + 9] - a[j + 11]; + x2r = a[j + 12] + a[j + 14]; + x2i = a[j + 13] + a[j + 15]; + x3r = a[j + 12] - a[j + 14]; + x3i = a[j + 13] - a[j + 15]; + a[j + 8] = x0r + x2r; + a[j + 9] = x0i + x2i; + x0r -= x2r; + x0i -= x2i; + a[j + 12] = -wk2i * x0r - wk2r * x0i; + a[j + 13] = -wk2i * x0i + wk2r * x0r; + x0r = x1r - x3i; + x0i = x1i + x3r; + a[j + 10] = wk1r * x0r - wk1i * x0i; + a[j + 11] = wk1r * x0i + wk1i * x0r; + x0r = x1r + x3i; + x0i = x1i - x3r; + a[j + 14] = wk3r * x0r - wk3i * x0i; + a[j + 15] = wk3r * x0i + wk3i * x0r; + } +} + +void cftmdl(size_t n, size_t l, float* a, float* w) { + size_t j, j1, j2, j3, k, k1, k2, m, m2; + float wk1r, wk1i, wk2r, wk2i, wk3r, wk3i; + float x0r, x0i, x1r, x1i, x2r, x2i, x3r, x3i; + + m = l << 2; + for (j = 0; j < l; j += 2) { + j1 = j + l; + j2 = j1 + l; + j3 = j2 + l; + x0r = a[j] + a[j1]; + x0i = a[j + 1] + a[j1 + 1]; + x1r = a[j] - a[j1]; + x1i = a[j + 1] - a[j1 + 1]; + x2r = a[j2] + a[j3]; + x2i = a[j2 + 1] + a[j3 + 1]; + x3r = a[j2] - a[j3]; + x3i = a[j2 + 1] - a[j3 + 1]; + a[j] = x0r + x2r; + a[j + 1] = x0i + x2i; + a[j2] = x0r - x2r; + a[j2 + 1] = x0i - x2i; + a[j1] = x1r - x3i; + a[j1 + 1] = x1i + x3r; + a[j3] = x1r + x3i; + a[j3 + 1] = x1i - x3r; + } + wk1r = w[2]; + for (j = m; j < l + m; j += 2) { + j1 = j + l; + j2 = j1 + l; + j3 = j2 + l; + x0r = a[j] + a[j1]; + x0i = a[j + 1] + a[j1 + 1]; + x1r = a[j] - a[j1]; + x1i = a[j + 1] - a[j1 + 1]; + x2r = a[j2] + a[j3]; + x2i = a[j2 + 1] + a[j3 + 1]; + x3r = a[j2] - a[j3]; + x3i = a[j2 + 1] - a[j3 + 1]; + a[j] = x0r + x2r; + a[j + 1] = x0i + x2i; + a[j2] = x2i - x0i; + a[j2 + 1] = x0r - x2r; + x0r = x1r - x3i; + x0i = x1i + x3r; + a[j1] = wk1r * (x0r - x0i); + a[j1 + 1] = wk1r * (x0r + x0i); + x0r = x3i + x1r; + x0i = x3r - x1i; + a[j3] = wk1r * (x0i - x0r); + a[j3 + 1] = wk1r * (x0i + x0r); + } + k1 = 0; + m2 = 2 * m; + for (k = m2; k < n; k += m2) { + k1 += 2; + k2 = 2 * k1; + wk2r = w[k1]; + wk2i = w[k1 + 1]; + wk1r = w[k2]; + wk1i = w[k2 + 1]; + wk3r = wk1r - 2 * wk2i * wk1i; + wk3i = 2 * wk2i * wk1r - wk1i; + for (j = k; j < l + k; j += 2) { + j1 = j + l; + j2 = j1 + l; + j3 = j2 + l; + x0r = a[j] + a[j1]; + x0i = a[j + 1] + a[j1 + 1]; + x1r = a[j] - a[j1]; + x1i = a[j + 1] - a[j1 + 1]; + x2r = a[j2] + a[j3]; + x2i = a[j2 + 1] + a[j3 + 1]; + x3r = a[j2] - a[j3]; + x3i = a[j2 + 1] - a[j3 + 1]; + a[j] = x0r + x2r; + a[j + 1] = x0i + x2i; + x0r -= x2r; + x0i -= x2i; + a[j2] = wk2r * x0r - wk2i * x0i; + a[j2 + 1] = wk2r * x0i + wk2i * x0r; + x0r = x1r - x3i; + x0i = x1i + x3r; + a[j1] = wk1r * x0r - wk1i * x0i; + a[j1 + 1] = wk1r * x0i + wk1i * x0r; + x0r = x1r + x3i; + x0i = x1i - x3r; + a[j3] = wk3r * x0r - wk3i * x0i; + a[j3 + 1] = wk3r * x0i + wk3i * x0r; + } + wk1r = w[k2 + 2]; + wk1i = w[k2 + 3]; + wk3r = wk1r - 2 * wk2r * wk1i; + wk3i = 2 * wk2r * wk1r - wk1i; + for (j = k + m; j < l + (k + m); j += 2) { + j1 = j + l; + j2 = j1 + l; + j3 = j2 + l; + x0r = a[j] + a[j1]; + x0i = a[j + 1] + a[j1 + 1]; + x1r = a[j] - a[j1]; + x1i = a[j + 1] - a[j1 + 1]; + x2r = a[j2] + a[j3]; + x2i = a[j2 + 1] + a[j3 + 1]; + x3r = a[j2] - a[j3]; + x3i = a[j2 + 1] - a[j3 + 1]; + a[j] = x0r + x2r; + a[j + 1] = x0i + x2i; + x0r -= x2r; + x0i -= x2i; + a[j2] = -wk2i * x0r - wk2r * x0i; + a[j2 + 1] = -wk2i * x0i + wk2r * x0r; + x0r = x1r - x3i; + x0i = x1i + x3r; + a[j1] = wk1r * x0r - wk1i * x0i; + a[j1 + 1] = wk1r * x0i + wk1i * x0r; + x0r = x1r + x3i; + x0i = x1i - x3r; + a[j3] = wk3r * x0r - wk3i * x0i; + a[j3 + 1] = wk3r * x0i + wk3i * x0r; + } + } +} + +void rftfsub(size_t n, float* a, size_t nc, float* c) { + size_t j, k, kk, ks, m; + float wkr, wki, xr, xi, yr, yi; + + m = n >> 1; + ks = 2 * nc / m; + kk = 0; + for (j = 2; j < m; j += 2) { + k = n - j; + kk += ks; + wkr = 0.5f - c[nc - kk]; + wki = c[kk]; + xr = a[j] - a[k]; + xi = a[j + 1] + a[k + 1]; + yr = wkr * xr - wki * xi; + yi = wkr * xi + wki * xr; + a[j] -= yr; + a[j + 1] -= yi; + a[k] += yr; + a[k + 1] -= yi; + } +} + +void rftbsub(size_t n, float* a, size_t nc, float* c) { + size_t j, k, kk, ks, m; + float wkr, wki, xr, xi, yr, yi; + + a[1] = -a[1]; + m = n >> 1; + ks = 2 * nc / m; + kk = 0; + for (j = 2; j < m; j += 2) { + k = n - j; + kk += ks; + wkr = 0.5f - c[nc - kk]; + wki = c[kk]; + xr = a[j] - a[k]; + xi = a[j + 1] + a[k + 1]; + yr = wkr * xr + wki * xi; + yi = wkr * xi - wki * xr; + a[j] -= yr; + a[j + 1] = yi - a[j + 1]; + a[k] += yr; + a[k + 1] = yi - a[k + 1]; + } + a[m + 1] = -a[m + 1]; +} + +} // namespace + +void WebRtc_rdft(size_t n, int isgn, float* a, size_t* ip, float* w) { + size_t nw, nc; + float xi; + + nw = ip[0]; + if (n > (nw << 2)) { + nw = n >> 2; + makewt(nw, ip, w); + } + nc = ip[1]; + if (n > (nc << 2)) { + nc = n >> 2; + makect(nc, ip, w + nw); + } + if (isgn >= 0) { + if (n > 4) { + bitrv2(n, ip + 2, a); + cftfsub(n, a, w); + rftfsub(n, a, nc, w + nw); + } else if (n == 4) { + cftfsub(n, a, w); + } + xi = a[0] - a[1]; + a[0] += a[1]; + a[1] = xi; + } else { + a[1] = 0.5f * (a[0] - a[1]); + a[0] -= a[1]; + if (n > 4) { + rftbsub(n, a, nc, w + nw); + bitrv2(n, ip + 2, a); + cftbsub(n, a, w); + } else if (n == 4) { + cftfsub(n, a, w); + } + } +} + +} // namespace webrtc diff --git a/common_audio/third_party/fft4g/fft4g.h b/common_audio/third_party/fft4g/fft4g.h index 0820b6e908..7cdc695633 100644 --- a/common_audio/third_party/fft4g/fft4g.h +++ b/common_audio/third_party/fft4g/fft4g.h @@ -11,15 +11,11 @@ #ifndef COMMON_AUDIO_THIRD_PARTY_FFT4G_FFT4G_H_ #define COMMON_AUDIO_THIRD_PARTY_FFT4G_FFT4G_H_ -#if defined(__cplusplus) -extern "C" { -#endif +namespace webrtc { // Refer to fft4g.c for documentation. void WebRtc_rdft(size_t n, int isgn, float* a, size_t* ip, float* w); -#if defined(__cplusplus) -} -#endif +} // namespace webrtc #endif /* COMMON_AUDIO_THIRD_PARTY_FFT4G_FFT4G_H_ */ |