/*
* Copyright (c) 2016 Muhammad Faiz <mfcc64@gmail.com>
*
* This file is part of FFmpeg.
*
* FFmpeg is free software; you can redistribute it and/or
* modify it under the terms of the GNU Lesser General Public
* License as published by the Free Software Foundation; either
* version 2.1 of the License, or (at your option) any later version.
*
* FFmpeg is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
* Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* License along with FFmpeg; if not, write to the Free Software
* Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
*/
#include "libavutil/opt.h"
#include "libavutil/eval.h"
#include "libavutil/avassert.h"
#include "libavcodec/avfft.h"
#include "avfilter.h"
#include "internal.h"
#include "audio.h"
#define RDFT_BITS_MIN 4
#define RDFT_BITS_MAX 16
enum WindowFunc {
WFUNC_RECTANGULAR,
WFUNC_HANN,
WFUNC_HAMMING,
WFUNC_BLACKMAN,
WFUNC_NUTTALL3,
WFUNC_MNUTTALL3,
WFUNC_NUTTALL,
WFUNC_BNUTTALL,
WFUNC_BHARRIS,
WFUNC_TUKEY,
NB_WFUNC
};
enum Scale {
SCALE_LINLIN,
SCALE_LINLOG,
SCALE_LOGLIN,
SCALE_LOGLOG,
NB_SCALE
};
#define NB_GAIN_ENTRY_MAX 4096
typedef struct GainEntry {
double freq;
double gain;
} GainEntry;
typedef struct OverlapIndex {
int buf_idx;
int overlap_idx;
} OverlapIndex;
typedef struct FIREqualizerContext {
const AVClass *class;
RDFTContext *analysis_rdft;
RDFTContext *analysis_irdft;
RDFTContext *rdft;
RDFTContext *irdft;
FFTContext *fft_ctx;
RDFTContext *cepstrum_rdft;
RDFTContext *cepstrum_irdft;
int analysis_rdft_len;
int rdft_len;
int cepstrum_len;
float *analysis_buf;
float *dump_buf;
float *kernel_tmp_buf;
float *kernel_buf;
float *cepstrum_buf;
float *conv_buf;
OverlapIndex *conv_idx;
int fir_len;
int nsamples_max;
int64_t next_pts;
int frame_nsamples_max;
int remaining;
char *gain_cmd;
char *gain_entry_cmd;
const char *gain;
const char *gain_entry;
double delay;
double accuracy;
int wfunc;
int fixed;
int multi;
int zero_phase;
int scale;
char *dumpfile;
int dumpscale;
int fft2;
int min_phase;
int nb_gain_entry;
int gain_entry_err;
GainEntry gain_entry_tbl[NB_GAIN_ENTRY_MAX];
} FIREqualizerContext;
#define OFFSET(x) offsetof(FIREqualizerContext, x)
#define FLAGS AV_OPT_FLAG_AUDIO_PARAM|AV_OPT_FLAG_FILTERING_PARAM
static const AVOption firequalizer_options[] = {
{ "gain", "set gain curve", OFFSET(gain), AV_OPT_TYPE_STRING, { .str = "gain_interpolate(f)" }, 0, 0, FLAGS },
{ "gain_entry", "set gain entry", OFFSET(gain_entry), AV_OPT_TYPE_STRING, { .str = NULL }, 0, 0, FLAGS },
{ "delay", "set delay", OFFSET(delay), AV_OPT_TYPE_DOUBLE, { .dbl = 0.01 }, 0.0, 1e10, FLAGS },
{ "accuracy", "set accuracy", OFFSET(accuracy), AV_OPT_TYPE_DOUBLE, { .dbl = 5.0 }, 0.0, 1e10, FLAGS },
{ "wfunc", "set window function", OFFSET(wfunc), AV_OPT_TYPE_INT, { .i64 = WFUNC_HANN }, 0, NB_WFUNC-1, FLAGS, "wfunc" },
{ "rectangular", "rectangular window", 0, AV_OPT_TYPE_CONST, { .i64 = WFUNC_RECTANGULAR }, 0, 0, FLAGS, "wfunc" },
{ "hann", "hann window", 0, AV_OPT_TYPE_CONST, { .i64 = WFUNC_HANN }, 0, 0, FLAGS, "wfunc" },
{ "hamming", "hamming window", 0, AV_OPT_TYPE_CONST, { .i64 = WFUNC_HAMMING }, 0, 0, FLAGS, "wfunc" },
{ "blackman", "blackman window", 0, AV_OPT_TYPE_CONST, { .i64 = WFUNC_BLACKMAN }, 0, 0, FLAGS, "wfunc" },
{ "nuttall3", "3-term nuttall window", 0, AV_OPT_TYPE_CONST, { .i64 = WFUNC_NUTTALL3 }, 0, 0, FLAGS, "wfunc" },
{ "mnuttall3", "minimum 3-term nuttall window", 0, AV_OPT_TYPE_CONST, { .i64 = WFUNC_MNUTTALL3 }, 0, 0, FLAGS, "wfunc" },
{ "nuttall", "nuttall window", 0, AV_OPT_TYPE_CONST, { .i64 = WFUNC_NUTTALL }, 0, 0, FLAGS, "wfunc" },
{ "bnuttall", "blackman-nuttall window", 0, AV_OPT_TYPE_CONST, { .i64 = WFUNC_BNUTTALL }, 0, 0, FLAGS, "wfunc" },
{ "bharris", "blackman-harris window", 0, AV_OPT_TYPE_CONST, { .i64 = WFUNC_BHARRIS }, 0, 0, FLAGS, "wfunc" },
{ "tukey", "tukey window", 0, AV_OPT_TYPE_CONST, { .i64 = WFUNC_TUKEY }, 0, 0, FLAGS, "wfunc" },
{ "fixed", "set fixed frame samples", OFFSET(fixed), AV_OPT_TYPE_BOOL, { .i64 = 0 }, 0, 1, FLAGS },
{ "multi", "set multi channels mode", OFFSET(multi), AV_OPT_TYPE_BOOL, { .i64 = 0 }, 0, 1, FLAGS },
{ "zero_phase", "set zero phase mode", OFFSET(zero_phase), AV_OPT_TYPE_BOOL, { .i64 = 0 }, 0, 1, FLAGS },
{ "scale", "set gain scale", OFFSET(scale), AV_OPT_TYPE_INT, { .i64 = SCALE_LINLOG }, 0, NB_SCALE-1, FLAGS, "scale" },
{ "linlin", "linear-freq linear-gain", 0, AV_OPT_TYPE_CONST, { .i64 = SCALE_LINLIN }, 0, 0, FLAGS, "scale" },
{ "linlog", "linear-freq logarithmic-gain", 0, AV_OPT_TYPE_CONST, { .i64 = SCALE_LINLOG }, 0, 0, FLAGS, "scale" },
{ "loglin", "logarithmic-freq linear-gain", 0, AV_OPT_TYPE_CONST, { .i64 = SCALE_LOGLIN }, 0, 0, FLAGS, "scale" },
{ "loglog", "logarithmic-freq logarithmic-gain", 0, AV_OPT_TYPE_CONST, { .i64 = SCALE_LOGLOG }, 0, 0, FLAGS, "scale" },
{ "dumpfile", "set dump file", OFFSET(dumpfile), AV_OPT_TYPE_STRING, { .str = NULL }, 0, 0, FLAGS },
{ "dumpscale", "set dump scale", OFFSET(dumpscale), AV_OPT_TYPE_INT, { .i64 = SCALE_LINLOG }, 0, NB_SCALE-1, FLAGS, "scale" },
{ "fft2", "set 2-channels fft", OFFSET(fft2), AV_OPT_TYPE_BOOL, { .i64 = 0 }, 0, 1, FLAGS },
{ "min_phase", "set minimum phase mode", OFFSET(min_phase), AV_OPT_TYPE_BOOL, { .i64 = 0 }, 0, 1, FLAGS },
{ NULL }
};
AVFILTER_DEFINE_CLASS(firequalizer);
static void common_uninit(FIREqualizerContext *s)
{
av_rdft_end(s->analysis_rdft);
av_rdft_end(s->analysis_irdft);
av_rdft_end(s->rdft);
av_rdft_end(s->irdft);
av_fft_end(s->fft_ctx);
av_rdft_end(s->cepstrum_rdft);
av_rdft_end(s->cepstrum_irdft);
s->analysis_rdft = s->analysis_irdft = s->rdft = s->irdft = NULL;
s->fft_ctx = NULL;
s->cepstrum_rdft = NULL;
s->cepstrum_irdft = NULL;
av_freep(&s->analysis_buf);
av_freep(&s->dump_buf);
av_freep(&s->kernel_tmp_buf);
av_freep(&s->kernel_buf);
av_freep(&s->cepstrum_buf);
av_freep(&s->conv_buf);
av_freep(&s->conv_idx);
}
static av_cold void uninit(AVFilterContext *ctx)
{
FIREqualizerContext *s = ctx->priv;
common_uninit(s);
av_freep(&s->gain_cmd);
av_freep(&s->gain_entry_cmd);
}
static int query_formats(AVFilterContext *ctx)
{
AVFilterChannelLayouts *layouts;
AVFilterFormats *formats;
static const enum AVSampleFormat sample_fmts[] = {
AV_SAMPLE_FMT_FLTP,
AV_SAMPLE_FMT_NONE
};
int ret;
layouts = ff_all_channel_counts();
if (!layouts)
return AVERROR(ENOMEM);
ret = ff_set_common_channel_layouts(ctx, layouts);
if (ret < 0)
return ret;
formats = ff_make_format_list(sample_fmts);
if (!formats)
return AVERROR(ENOMEM);
ret = ff_set_common_formats(ctx, formats);
if (ret < 0)
return ret;
formats = ff_all_samplerates();
if (!formats)
return AVERROR(ENOMEM);
return ff_set_common_samplerates(ctx, formats);
}
static void fast_convolute(FIREqualizerContext *av_restrict s, const float *av_restrict kernel_buf, float *av_restrict conv_buf,
OverlapIndex *av_restrict idx, float *av_restrict data, int nsamples)
{
if (nsamples <= s->nsamples_max) {
float *buf = conv_buf + idx->buf_idx * s->rdft_len;
float *obuf = conv_buf + !idx->buf_idx * s->rdft_len + idx->overlap_idx;
int center = s->fir_len/2;
int k;
memset(buf, 0, center * sizeof(*data));
memcpy(buf + center, data, nsamples * sizeof(*data));
memset(buf + center + nsamples, 0, (s->rdft_len - nsamples - center) * sizeof(*data));
av_rdft_calc(s->rdft, buf);
buf[0] *= kernel_buf[0];
buf[1] *= kernel_buf[s->rdft_len/2];
for (k = 1; k < s->rdft_len/2; k++) {
buf[2*k] *= kernel_buf[k];
buf[2*k+1] *= kernel_buf[k];
}
av_rdft_calc(s->irdft, buf);
for (k = 0; k < s->rdft_len - idx->overlap_idx; k++)
buf[k] += obuf[k];
memcpy(data, buf, nsamples * sizeof(*data));
idx->buf_idx = !idx->buf_idx;
idx->overlap_idx = nsamples;
} else {
while (nsamples > s->nsamples_max * 2) {
fast_convolute(s, kernel_buf, conv_buf, idx, data, s->nsamples_max);
data += s->nsamples_max;
nsamples -= s->nsamples_max;
}
fast_convolute(s, kernel_buf, conv_buf, idx, data, nsamples/2);
fast_convolute(s, kernel_buf, conv_buf, idx, data + nsamples/2, nsamples - nsamples/2);
}
}
static void fast_convolute_nonlinear(FIREqualizerContext *av_restrict s, const float *av_restrict kernel_buf,
float *av_restrict conv_buf, OverlapIndex *av_restrict idx,
float *av_restrict data, int nsamples)
{
if (nsamples <= s->nsamples_max) {
float *buf = conv_buf + idx->buf_idx * s->rdft_len;
float *obuf = conv_buf + !idx->buf_idx * s->rdft_len + idx->overlap_idx;
int k;
memcpy(buf, data, nsamples * sizeof(*data));
memset(buf + nsamples, 0, (s->rdft_len - nsamples) * sizeof(*data));
av_rdft_calc(s->rdft, buf);
buf[0] *= kernel_buf[0];
buf[1] *= kernel_buf[1];
for (k = 2; k < s->rdft_len; k += 2) {
float re, im;
re = buf[k] * kernel_buf[k] - buf[k+1] * kernel_buf[k+1];
im = buf[k] * kernel_buf[k+1] + buf[k+1] * kernel_buf[k];
buf[k] = re;
buf[k+1] = im;
}
av_rdft_calc(s->irdft, buf);
for (k = 0; k < s->rdft_len - idx->overlap_idx; k++)
buf[k] += obuf[k];
memcpy(data, buf, nsamples * sizeof(*data));
idx->buf_idx = !idx->buf_idx;
idx->overlap_idx = nsamples;
} else {
while (nsamples > s->nsamples_max * 2) {
fast_convolute_nonlinear(s, kernel_buf, conv_buf, idx, data, s->nsamples_max);
data += s->nsamples_max;
nsamples -= s->nsamples_max;
}
fast_convolute_nonlinear(s, kernel_buf, conv_buf, idx, data, nsamples/2);
fast_convolute_nonlinear(s, kernel_buf, conv_buf, idx, data + nsamples/2, nsamples - nsamples/2);
}
}
static void fast_convolute2(FIREqualizerContext *av_restrict s, const float *av_restrict kernel_buf, FFTComplex *av_restrict conv_buf,
OverlapIndex *av_restrict idx, float *av_restrict data0, float *av_restrict data1, int nsamples)
{
if (nsamples <= s->nsamples_max) {
FFTComplex *buf = conv_buf + idx->buf_idx * s->rdft_len;
FFTComplex *obuf = conv_buf + !idx->buf_idx * s->rdft_len + idx->overlap_idx;
int center = s->fir_len/2;
int k;
float tmp;
memset(buf, 0, center * sizeof(*buf));
for (k = 0; k < nsamples; k++) {
buf[center+k].re = data0[k];
buf[center+k].im = data1[k];
}
memset(buf + center + nsamples, 0, (s->rdft_len - nsamples - center) * sizeof(*buf));
av_fft_permute(s->fft_ctx, buf);
av_fft_calc(s->fft_ctx, buf);
/* swap re <-> im, do backward fft using forward fft_ctx */
/* normalize with 0.5f */
tmp = buf[0].re;
buf[0].re = 0.5f * kernel_buf[0] * buf[0].im;
buf[0].im = 0.5f * kernel_buf[0] * tmp;
for (k = 1; k < s->rdft_len/2; k++) {
int m = s->rdft_len - k;
tmp = buf[k].re;
buf[k].re = 0.5f * kernel_buf[k] * buf[k].im;
buf[k].im = 0.5f * kernel_buf[k] * tmp;
tmp = buf[m].re;
buf[m].re = 0.5f * kernel_buf[k] * buf[m].im;
buf[m].im = 0.5f * kernel_buf[k] * tmp;
}
tmp = buf[k].re;
buf[k].re = 0.5f * kernel_buf[k] * buf[k].im;
buf[k].im = 0.5f * kernel_buf[k] * tmp;
av_fft_permute(s->fft_ctx, buf);
av_fft_calc(s->fft_ctx, buf);
for (k = 0; k < s->rdft_len - idx->overlap_idx; k++) {
buf[k].re += obuf[k].re;
buf[k].im += obuf[k].im;
}
/* swapped re <-> im */
for (k = 0; k < nsamples; k++) {
data0[k] = buf[k].im;
data1[k] = buf[k].re;
}
idx->buf_idx = !idx->buf_idx;
idx->overlap_idx = nsamples;
} else {
while (nsamples > s->nsamples_max * 2) {
fast_convolute2(s, kernel_buf, conv_buf, idx, data0, data1, s->nsamples_max);
data0 += s->nsamples_max;
data1 += s->nsamples_max;
nsamples -= s->nsamples_max;
}
fast_convolute2(s, kernel_buf, conv_buf, idx, data0, data1, nsamples/2);
fast_convolute2(s, kernel_buf, conv_buf, idx, data0 + nsamples/2, data1 + nsamples/2, nsamples - nsamples/2);
}
}
static void dump_fir(AVFilterContext *ctx, FILE *fp, int ch)
{
FIREqualizerContext *s = ctx->priv;
int rate = ctx->inputs[0]->sample_rate;
int xlog = s->dumpscale == SCALE_LOGLIN || s->dumpscale == SCALE_LOGLOG;
int ylog = s->dumpscale == SCALE_LINLOG || s->dumpscale == SCALE_LOGLOG;
int x;
int center = s->fir_len / 2;
double delay = s->zero_phase ? 0.0 : (double) center / rate;
double vx, ya, yb;
if (!s->min_phase) {
s->analysis_buf[0] *= s->rdft_len/2;
for (x = 1; x <= center; x++) {
s->analysis_buf[x] *= s->rdft_len/2;
s->analysis_buf[s->analysis_rdft_len - x] *= s->rdft_len/2;
}
} else {
for (x = 0; x < s->fir_len; x++)
s->analysis_buf[x] *= s->rdft_len/2;
}
if (ch)
fprintf(fp, "\n\n");
fprintf(fp, "# time[%d] (time amplitude)\n", ch);
if (!s->min_phase) {
for (x = center; x > 0; x--)
fprintf(fp, "%15.10f %15.10f\n", delay - (double) x / rate, (double) s->analysis_buf[s->analysis_rdft_len - x]);
for (x = 0; x <= center; x++)
fprintf(fp, "%15.10f %15.10f\n", delay + (double)x / rate , (double) s->analysis_buf[x]);
} else {
for (x = 0; x < s->fir_len; x++)
fprintf(fp, "%15.10f %15.10f\n", (double)x / rate, (double) s->analysis_buf[x]);
}
av_rdft_calc(s->analysis_rdft, s->analysis_buf);
fprintf(fp, "\n\n# freq[%d] (frequency desired_gain actual_gain)\n", ch);
for (x = 0; x <= s->analysis_rdft_len/2; x++) {
int i = (x == s->analysis_rdft_len/2) ? 1 : 2 * x;
vx = (double)x * rate / s->analysis_rdft_len;
if (xlog)
vx = log2(0.05*vx);
ya = s->dump_buf[i];
yb = s->min_phase && (i > 1) ? hypotf(s->analysis_buf[i], s->analysis_buf[i+1]) : s->analysis_buf[i];
if (s->min_phase)
yb = fabs(yb);
if (ylog) {
ya = 20.0 * log10(fabs(ya));
yb = 20.0 * log10(fabs(yb));
}
fprintf(fp, "%17.10f %17.10f %17.10f\n", vx, ya, yb);
}
}
static double entry_func(void *p, double freq, double gain)
{
AVFilterContext *ctx = p;
FIREqualizerContext *s = ctx->priv;
if (s->nb_gain_entry >= NB_GAIN_ENTRY_MAX) {
av_log(ctx, AV_LOG_ERROR, "entry table overflow.\n");
s->gain_entry_err = AVERROR(EINVAL);
return 0;
}
if (isnan(freq)) {
av_log(ctx, AV_LOG_ERROR, "nan frequency (%g, %g).\n", freq, gain);
s->gain_entry_err = AVERROR(EINVAL);
return 0;
}
if (s->nb_gain_entry > 0 && freq <= s->gain_entry_tbl[s->nb_gain_entry - 1].freq) {
av_log(ctx, AV_LOG_ERROR, "unsorted frequency (%g, %g).\n", freq, gain);
s->gain_entry_err = AVERROR(EINVAL);
return 0;
}
s->gain_entry_tbl[s->nb_gain_entry].freq = freq;
s->gain_entry_tbl[s->nb_gain_entry].gain = gain;
s->nb_gain_entry++;
return 0;
}
static int gain_entry_compare(const void *key, const void *memb)
{
const double *freq = key;
const GainEntry *entry = memb;
if (*freq < entry[0].freq)
return -1;
if (*freq > entry[1].freq)
return 1;
return 0;
}
static double gain_interpolate_func(void *p, double freq)
{
AVFilterContext *ctx = p;
FIREqualizerContext *s = ctx->priv;
GainEntry *res;
double d0, d1, d;
if (isnan(freq))
return freq;
if (!s->nb_gain_entry)
return 0;
if (freq <= s->gain_entry_tbl[0].freq)
return s->gain_entry_tbl[0].gain;
if (freq >= s->gain_entry_tbl[s->nb_gain_entry-1].freq)
return s->gain_entry_tbl[s->nb_gain_entry-1].gain;
res = bsearch(&freq, &s->gain_entry_tbl, s->nb_gain_entry - 1, sizeof(*res), gain_entry_compare);
av_assert0(res);
d = res[1].freq - res[0].freq;
d0 = freq - res[0].freq;
d1 = res[1].freq - freq;
if (d0 && d1)
return (d0 * res[1].gain + d1 * res[0].gain) / d;
if (d0)
return res[1].gain;
return res[0].gain;
}
static double cubic_interpolate_func(void *p, double freq)
{
AVFilterContext *ctx = p;
FIREqualizerContext *s = ctx->priv;
GainEntry *res;
double x, x2, x3;
double a, b, c, d;
double m0, m1, m2, msum, unit;
if (!s->nb_gain_entry)
return 0;
if (freq <= s->gain_entry_tbl[0].freq)
return s->gain_entry_tbl[0].gain;
if (freq >= s->gain_entry_tbl[s->nb_gain_entry-1].freq)
return s->gain_entry_tbl[s->nb_gain_entry-1].gain;
res = bsearch(&freq, &s->gain_entry_tbl, s->nb_gain_entry - 1, sizeof(*res), gain_entry_compare);
av_assert0(res);
unit = res[1].freq - res[0].freq;
m0 = res != s->gain_entry_tbl ?
unit * (res[0].gain - res[-1].gain) / (res[0].freq - res[-1].freq) : 0;
m1 = res[1].gain - res[0].gain;
m2 = res != s->gain_entry_tbl + s->nb_gain_entry - 2 ?
unit * (res[2].gain - res[1].gain) / (res[2].freq - res[1].freq) : 0;
msum = fabs(m0) + fabs(m1);
m0 = msum > 0 ? (fabs(m0) * m1 + fabs(m1) * m0) / msum : 0;
msum = fabs(m1) + fabs(m2);
m1 = msum > 0 ? (fabs(m1) * m2 + fabs(m2) * m1) / msum : 0;
d = res[0].gain;
c = m0;
b = 3 * res[1].gain - m1 - 2 * c - 3 * d;
a = res[1].gain - b - c - d;
x = (freq - res[0].freq) / unit;
x2 = x * x;
x3 = x2 * x;
return a * x3 + b * x2 + c * x + d;
}
static const char *const var_names[] = {
"f",
"sr",
"ch",
"chid",
"chs",
"chlayout",
NULL
};
enum VarOffset {
VAR_F,
VAR_SR,
VAR_CH,
VAR_CHID,
VAR_CHS,
VAR_CHLAYOUT,
VAR_NB
};
static void generate_min_phase_kernel(FIREqualizerContext *s, float *rdft_buf)
{
int k, cepstrum_len = s->cepstrum_len, rdft_len = s->rdft_len;
double norm = 2.0 / cepstrum_len;
double minval = 1e-7 / rdft_len;
memset(s->cepstrum_buf, 0, cepstrum_len * sizeof(*s->cepstrum_buf));
memcpy(s->cepstrum_buf, rdft_buf, rdft_len/2 * sizeof(*rdft_buf));
memcpy(s->cepstrum_buf + cepstrum_len - rdft_len/2, rdft_buf + rdft_len/2, rdft_len/2 * sizeof(*rdft_buf));
av_rdft_calc(s->cepstrum_rdft, s->cepstrum_buf);
s->cepstrum_buf[0] = log(FFMAX(s->cepstrum_buf[0], minval));
s->cepstrum_buf[1] = log(FFMAX(s->cepstrum_buf[1], minval));
for (k = 2; k < cepstrum_len; k += 2) {
s->cepstrum_buf[k] = log(FFMAX(s->cepstrum_buf[k], minval));
s->cepstrum_buf[k+1] = 0;
}
av_rdft_calc(s->cepstrum_irdft, s->cepstrum_buf);
memset(s->cepstrum_buf + cepstrum_len/2 + 1, 0, (cepstrum_len/2 - 1) * sizeof(*s->cepstrum_buf));
for (k = 1; k < cepstrum_len/2; k++)
s->cepstrum_buf[k] *= 2;
av_rdft_calc(s->cepstrum_rdft, s->cepstrum_buf);
s->cepstrum_buf[0] = exp(s->cepstrum_buf[0] * norm) * norm;
s->cepstrum_buf[1] = exp(s->cepstrum_buf[1] * norm) * norm;
for (k = 2; k < cepstrum_len; k += 2) {
double mag = exp(s->cepstrum_buf[k] * norm) * norm;
double ph = s->cepstrum_buf[k+1] * norm;
s->cepstrum_buf[k] = mag * cos(ph);
s->cepstrum_buf[k+1] = mag * sin(ph);
}
av_rdft_calc(s->cepstrum_irdft, s->cepstrum_buf);
memset(rdft_buf, 0, s->rdft_len * sizeof(*rdft_buf));
memcpy(rdft_buf, s->cepstrum_buf, s->fir_len * sizeof(*rdft_buf));
if (s->dumpfile) {
memset(s->analysis_buf, 0, s->analysis_rdft_len * sizeof(*s->analysis_buf));
memcpy(s->analysis_buf, s->cepstrum_buf, s->fir_len * sizeof(*s->analysis_buf));
}
}
static int generate_kernel(AVFilterContext *ctx, const char *gain, const char *gain_entry)
{
FIREqualizerContext *s = ctx->priv;
AVFilterLink *inlink = ctx->inputs[0];
const char *gain_entry_func_names[] = { "entry", NULL };
const char *gain_func_names[] = { "gain_interpolate", "cubic_interpolate", NULL };
double (*gain_entry_funcs[])(void *, double, double) = { entry_func, NULL };
double (*gain_funcs[])(void *, double) = { gain_interpolate_func, cubic_interpolate_func, NULL };
double vars[VAR_NB];
AVExpr *gain_expr;
int ret, k, center, ch;
int xlog = s->scale == SCALE_LOGLIN || s->scale == SCALE_LOGLOG;
int ylog = s->scale == SCALE_LINLOG || s->scale == SCALE_LOGLOG;
FILE *dump_fp = NULL;
s->nb_gain_entry = 0;
s->gain_entry_err = 0;
if (gain_entry) {
double result = 0.0;
ret = av_expr_parse_and_eval(&result, gain_entry, NULL, NULL, NULL, NULL,
gain_entry_func_names, gain_entry_funcs, ctx, 0, ctx);
if (ret < 0)
return ret;
if (s->gain_entry_err < 0)
return s->gain_entry_err;
}
av_log(ctx, AV_LOG_DEBUG, "nb_gain_entry = %d.\n", s->nb_gain_entry);
ret = av_expr_parse(&gain_expr, gain, var_names,
gain_func_names, gain_funcs, NULL, NULL, 0, ctx);
if (ret < 0)
return ret;
if (s->dumpfile && (!s->dump_buf || !s->analysis_rdft || !(dump_fp = fopen(s->dumpfile, "w"))))
av_log(ctx, AV_LOG_WARNING, "dumping failed.\n");
vars[VAR_CHS] = inlink->channels;
vars[VAR_CHLAYOUT] = inlink->channel_layout;
vars[VAR_SR] = inlink->sample_rate;
for (ch = 0; ch < inlink->channels; ch++) {
float *rdft_buf = s->kernel_tmp_buf + ch * s->rdft_len;
double result;
vars[VAR_CH] = ch;
vars[VAR_CHID] = av_channel_layout_extract_channel(inlink->channel_layout, ch);
vars[VAR_F] = 0.0;
if (xlog)
vars[VAR_F] = log2(0.05 * vars[VAR_F]);
result = av_expr_eval(gain_expr, vars, ctx);
s->analysis_buf[0] = ylog ? pow(10.0, 0.05 * result) : result;
vars[VAR_F] = 0.5 * inlink->sample_rate;
if (xlog)
vars[VAR_F] = log2(0.05 * vars[VAR_F]);
result = av_expr_eval(gain_expr, vars, ctx);
s->analysis_buf[1] = ylog ? pow(10.0, 0.05 * result) : result;
for (k = 1; k < s->analysis_rdft_len/2; k++) {
vars[VAR_F] = k * ((double)inlink->sample_rate /(double)s->analysis_rdft_len);
if (xlog)
vars[VAR_F] = log2(0.05 * vars[VAR_F]);
result = av_expr_eval(gain_expr, vars, ctx);
s->analysis_buf[2*k] = ylog ? pow(10.0, 0.05 * result) : s->min_phase ? fabs(result) : result;
s->analysis_buf[2*k+1] = 0.0;
}
if (s->dump_buf)
memcpy(s->dump_buf, s->analysis_buf, s->analysis_rdft_len * sizeof(*s->analysis_buf));
av_rdft_calc(s->analysis_irdft, s->analysis_buf);
center = s->fir_len / 2;
for (k = 0; k <= center; k++) {
double u = k * (M_PI/center);
double win;
switch (s->wfunc) {
case WFUNC_RECTANGULAR:
win = 1.0;
break;
case WFUNC_HANN:
win = 0.5 + 0.5 * cos(u);
break;
case WFUNC_HAMMING:
win = 0.53836 + 0.46164 * cos(u);
break;
case WFUNC_BLACKMAN:
win = 0.42 + 0.5 * cos(u) + 0.08 * cos(2*u);
break;
case WFUNC_NUTTALL3:
win = 0.40897 + 0.5 * cos(u) + 0.09103 * cos(2*u);
break;
case WFUNC_MNUTTALL3:
win = 0.4243801 + 0.4973406 * cos(u) + 0.0782793 * cos(2*u);
break;
case WFUNC_NUTTALL:
win = 0.355768 + 0.487396 * cos(u) + 0.144232 * cos(2*u) + 0.012604 * cos(3*u);
break;
case WFUNC_BNUTTALL:
win = 0.3635819 + 0.4891775 * cos(u) + 0.1365995 * cos(2*u) + 0.0106411 * cos(3*u);
break;
case WFUNC_BHARRIS:
win = 0.35875 + 0.48829 * cos(u) + 0.14128 * cos(2*u) + 0.01168 * cos(3*u);
break;
case WFUNC_TUKEY:
win = (u <= 0.5 * M_PI) ? 1.0 : (0.5 + 0.5 * cos(2*u - M_PI));
break;
default:
av_assert0(0);
}
s->analysis_buf[k] *= (2.0/s->analysis_rdft_len) * (2.0/s->rdft_len) * win;
if (k)
s->analysis_buf[s->analysis_rdft_len - k] = s->analysis_buf[k];
}
memset(s->analysis_buf + center + 1, 0, (s->analysis_rdft_len - s->fir_len) * sizeof(*s->analysis_buf));
memcpy(rdft_buf, s->analysis_buf, s->rdft_len/2 * sizeof(*s->analysis_buf));
memcpy(rdft_buf + s->rdft_len/2, s->analysis_buf + s->analysis_rdft_len - s->rdft_len/2, s->rdft_len/2 * sizeof(*s->analysis_buf));
if (s->min_phase)
generate_min_phase_kernel(s, rdft_buf);
av_rdft_calc(s->rdft, rdft_buf);
for (k = 0; k < s->rdft_len; k++) {
if (isnan(rdft_buf[k]) || isinf(rdft_buf[k])) {
av_log(ctx, AV_LOG_ERROR, "filter kernel contains nan or infinity.\n");
av_expr_free(gain_expr);
if (dump_fp)
fclose(dump_fp);
return AVERROR(EINVAL);
}
}
if (!s->min_phase) {
rdft_buf[s->rdft_len-1] = rdft_buf[1];
for (k = 0; k < s->rdft_len/2; k++)
rdft_buf[k] = rdft_buf[2*k];
rdft_buf[s->rdft_len/2] = rdft_buf[s->rdft_len-1];
}
if (dump_fp)
dump_fir(ctx, dump_fp, ch);
if (!s->multi)
break;
}
memcpy(s->kernel_buf, s->kernel_tmp_buf, (s->multi ? inlink->channels : 1) * s->rdft_len * sizeof(*s->kernel_buf));
av_expr_free(gain_expr);
if (dump_fp)
fclose(dump_fp);
return 0;
}
#define SELECT_GAIN(s) (s->gain_cmd ? s->gain_cmd : s->gain)
#define SELECT_GAIN_ENTRY(s) (s->gain_entry_cmd ? s->gain_entry_cmd : s->gain_entry)
static int config_input(AVFilterLink *inlink)
{
AVFilterContext *ctx = inlink->dst;
FIREqualizerContext *s = ctx->priv;
int rdft_bits;
common_uninit(s);
s->next_pts = 0;
s->frame_nsamples_max = 0;
s->fir_len = FFMAX(2 * (int)(inlink->sample_rate * s->delay) + 1, 3);
s->remaining = s->fir_len - 1;
for (rdft_bits = RDFT_BITS_MIN; rdft_bits <= RDFT_BITS_MAX; rdft_bits++) {
s->rdft_len = 1 << rdft_bits;
s->nsamples_max = s->rdft_len - s->fir_len + 1;
if (s->nsamples_max * 2 >= s->fir_len)
break;
}
if (rdft_bits > RDFT_BITS_MAX) {
av_log(ctx, AV_LOG_ERROR, "too large delay, please decrease it.\n");
return AVERROR(EINVAL);
}
if (!(s->rdft = av_rdft_init(rdft_bits, DFT_R2C)) || !(s->irdft = av_rdft_init(rdft_bits, IDFT_C2R)))
return AVERROR(ENOMEM);
if (s->fft2 && !s->multi && inlink->channels > 1 && !(s->fft_ctx = av_fft_init(rdft_bits, 0)))
return AVERROR(ENOMEM);
if (s->min_phase) {
int cepstrum_bits = rdft_bits + 2;
if (cepstrum_bits > RDFT_BITS_MAX) {
av_log(ctx, AV_LOG_ERROR, "too large delay, please decrease it.\n");
return AVERROR(EINVAL);
}
cepstrum_bits = FFMIN(RDFT_BITS_MAX, cepstrum_bits + 1);
s->cepstrum_rdft = av_rdft_init(cepstrum_bits, DFT_R2C);
s->cepstrum_irdft = av_rdft_init(cepstrum_bits, IDFT_C2R);
if (!s->cepstrum_rdft || !s->cepstrum_irdft)
return AVERROR(ENOMEM);
s->cepstrum_len = 1 << cepstrum_bits;
s->cepstrum_buf = av_malloc_array(s->cepstrum_len, sizeof(*s->cepstrum_buf));
if (!s->cepstrum_buf)
return AVERROR(ENOMEM);
}
for ( ; rdft_bits <= RDFT_BITS_MAX; rdft_bits++) {
s->analysis_rdft_len = 1 << rdft_bits;
if (inlink->sample_rate <= s->accuracy * s->analysis_rdft_len)
break;
}
if (rdft_bits > RDFT_BITS_MAX) {
av_log(ctx, AV_LOG_ERROR, "too small accuracy, please increase it.\n");
return AVERROR(EINVAL);
}
if (!(s->analysis_irdft = av_rdft_init(rdft_bits, IDFT_C2R)))
return AVERROR(ENOMEM);
if (s->dumpfile) {
s->analysis_rdft = av_rdft_init(rdft_bits, DFT_R2C);
s->dump_buf = av_malloc_array(s->analysis_rdft_len, sizeof(*s->dump_buf));
}
s->analysis_buf = av_malloc_array(s->analysis_rdft_len, sizeof(*s->analysis_buf));
s->kernel_tmp_buf = av_malloc_array(s->rdft_len * (s->multi ? inlink->channels : 1), sizeof(*s->kernel_tmp_buf));
s->kernel_buf = av_malloc_array(s->rdft_len * (s->multi ? inlink->channels : 1), sizeof(*s->kernel_buf));
s->conv_buf = av_calloc(2 * s->rdft_len * inlink->channels, sizeof(*s->conv_buf));
s->conv_idx = av_calloc(inlink->channels, sizeof(*s->conv_idx));
if (!s->analysis_buf || !s->kernel_tmp_buf || !s->kernel_buf || !s->conv_buf || !s->conv_idx)
return AVERROR(ENOMEM);
av_log(ctx, AV_LOG_DEBUG, "sample_rate = %d, channels = %d, analysis_rdft_len = %d, rdft_len = %d, fir_len = %d, nsamples_max = %d.\n",
inlink->sample_rate, inlink->channels, s->analysis_rdft_len, s->rdft_len, s->fir_len, s->nsamples_max);
if (s->fixed)
inlink->min_samples = inlink->max_samples = inlink->partial_buf_size = s->nsamples_max;
return generate_kernel(ctx, SELECT_GAIN(s), SELECT_GAIN_ENTRY(s));
}
static int filter_frame(AVFilterLink *inlink, AVFrame *frame)
{
AVFilterContext *ctx = inlink->dst;
FIREqualizerContext *s = ctx->priv;
int ch;
if (!s->min_phase) {
for (ch = 0; ch + 1 < inlink->channels && s->fft_ctx; ch += 2) {
fast_convolute2(s, s->kernel_buf, (FFTComplex *)(s->conv_buf + 2 * ch * s->rdft_len),
s->conv_idx + ch, (float *) frame->extended_data[ch],
(float *) frame->extended_data[ch+1], frame->nb_samples);
}
for ( ; ch < inlink->channels; ch++) {
fast_convolute(s, s->kernel_buf + (s->multi ? ch * s->rdft_len : 0),
s->conv_buf + 2 * ch * s->rdft_len, s->conv_idx + ch,
(float *) frame->extended_data[ch], frame->nb_samples);
}
} else {
for (ch = 0; ch < inlink->channels; ch++) {
fast_convolute_nonlinear(s, s->kernel_buf + (s->multi ? ch * s->rdft_len : 0),
s->conv_buf + 2 * ch * s->rdft_len, s->conv_idx + ch,
(float *) frame->extended_data[ch], frame->nb_samples);
}
}
s->next_pts = AV_NOPTS_VALUE;
if (frame->pts != AV_NOPTS_VALUE) {
s->next_pts = frame->pts + av_rescale_q(frame->nb_samples, av_make_q(1, inlink->sample_rate), inlink->time_base);
if (s->zero_phase && !s->min_phase)
frame->pts -= av_rescale_q(s->fir_len/2, av_make_q(1, inlink->sample_rate), inlink->time_base);
}
s->frame_nsamples_max = FFMAX(s->frame_nsamples_max, frame->nb_samples);
return ff_filter_frame(ctx->outputs[0], frame);
}
static int request_frame(AVFilterLink *outlink)
{
AVFilterContext *ctx = outlink->src;
FIREqualizerContext *s= ctx->priv;
int ret;
ret = ff_request_frame(ctx->inputs[0]);
if (ret == AVERROR_EOF && s->remaining > 0 && s->frame_nsamples_max > 0) {
AVFrame *frame = ff_get_audio_buffer(outlink, FFMIN(s->remaining, s->frame_nsamples_max));
if (!frame)
return AVERROR(ENOMEM);
av_samples_set_silence(frame->extended_data, 0, frame->nb_samples, outlink->channels, frame->format);
frame->pts = s->next_pts;
s->remaining -= frame->nb_samples;
ret = filter_frame(ctx->inputs[0], frame);
}
return ret;
}
static int process_command(AVFilterContext *ctx, const char *cmd, const char *args,
char *res, int res_len, int flags)
{
FIREqualizerContext *s = ctx->priv;
int ret = AVERROR(ENOSYS);
if (!strcmp(cmd, "gain")) {
char *gain_cmd;
if (SELECT_GAIN(s) && !strcmp(SELECT_GAIN(s), args)) {
av_log(ctx, AV_LOG_DEBUG, "equal gain, do not rebuild.\n");
return 0;
}
gain_cmd = av_strdup(args);
if (!gain_cmd)
return AVERROR(ENOMEM);
ret = generate_kernel(ctx, gain_cmd, SELECT_GAIN_ENTRY(s));
if (ret >= 0) {
av_freep(&s->gain_cmd);
s->gain_cmd = gain_cmd;
} else {
av_freep(&gain_cmd);
}
} else if (!strcmp(cmd, "gain_entry")) {
char *gain_entry_cmd;
if (SELECT_GAIN_ENTRY(s) && !strcmp(SELECT_GAIN_ENTRY(s), args)) {
av_log(ctx, AV_LOG_DEBUG, "equal gain_entry, do not rebuild.\n");
return 0;
}
gain_entry_cmd = av_strdup(args);
if (!gain_entry_cmd)
return AVERROR(ENOMEM);
ret = generate_kernel(ctx, SELECT_GAIN(s), gain_entry_cmd);
if (ret >= 0) {
av_freep(&s->gain_entry_cmd);
s->gain_entry_cmd = gain_entry_cmd;
} else {
av_freep(&gain_entry_cmd);
}
}
return ret;
}
static const AVFilterPad firequalizer_inputs[] = {
{
.name = "default",
.config_props = config_input,
.filter_frame = filter_frame,
.type = AVMEDIA_TYPE_AUDIO,
.needs_writable = 1,
},
{ NULL }
};
static const AVFilterPad firequalizer_outputs[] = {
{
.name = "default",
.request_frame = request_frame,
.type = AVMEDIA_TYPE_AUDIO,
},
{ NULL }
};
AVFilter ff_af_firequalizer = {
.name = "firequalizer",
.description = NULL_IF_CONFIG_SMALL("Finite Impulse Response Equalizer."),
.uninit = uninit,
.query_formats = query_formats,
.process_command = process_command,
.priv_size = sizeof(FIREqualizerContext),
.inputs = firequalizer_inputs,
.outputs = firequalizer_outputs,
.priv_class = &firequalizer_class,
};