af_arnndn.c File Reference

#include <float.h>
#include "libavutil/avassert.h"
#include "libavutil/avstring.h"
#include "libavutil/float_dsp.h"
#include "libavutil/mem_internal.h"
#include "libavutil/opt.h"
#include "libavutil/tx.h"
#include "avfilter.h"
#include "audio.h"
#include "filters.h"
#include "formats.h"

Go to the source code of this file.

Data Structures
struct	DenseLayer
struct	GRULayer
struct	RNNModel
struct	RNNState
struct	DenoiseState
struct	AudioRNNContext
struct	ThreadData
	Used for passing data between threads. More...

Macros
#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)
#define	WEIGHTS_SCALE   (1.f/256)
#define	MAX_NEURONS   128
#define	ACTIVATION_TANH   0
#define	ACTIVATION_SIGMOID   1
#define	ACTIVATION_RELU   2
#define	Q15ONE   1.0f
#define	F_ACTIVATION_TANH   0
#define	F_ACTIVATION_SIGMOID   1
#define	F_ACTIVATION_RELU   2
#define	FREE_MAYBE(ptr)   do { if (ptr) free(ptr); } while (0)
#define	FREE_DENSE(name)
#define	FREE_GRU(name)
#define	ALLOC_LAYER(type, name)
#define	INPUT_VAL(name)
#define	INPUT_ACTIVATION(name)
#define	INPUT_ARRAY(name, len)
#define	INPUT_ARRAY3(name, len0, len1, len2)
#define	NEW_LINE()
#define	INPUT_DENSE(name)
#define	INPUT_GRU(name)
#define	RNN_MOVE(dst, src, n)   (memmove((dst), (src), (n)*sizeof(*(dst)) + 0*((dst)-(src)) ))
#define	RNN_CLEAR(dst, n)   (memset((dst), 0, (n)*sizeof(*(dst))))
#define	RNN_COPY(dst, src, n)   (memcpy((dst), (src), (n)*sizeof(*(dst)) + 0*((dst)-(src)) ))
#define	INPUT_SIZE   42
#define	OFFSET(x)   offsetof(AudioRNNContext, x)
#define	AF   AV_OPT_FLAG_AUDIO_PARAM|AV_OPT_FLAG_FILTERING_PARAM|AV_OPT_FLAG_RUNTIME_PARAM

Functions
static void	rnnoise_model_free (RNNModel *model)
static int	rnnoise_model_from_file (FILE *f, RNNModel **rnn)
static int	query_formats (AVFilterContext *ctx)
static int	config_input (AVFilterLink *inlink)
static void	biquad (float *y, float mem[2], const float *x, const float *b, const float *a, int N)
static void	forward_transform (DenoiseState *st, AVComplexFloat *out, const float *in)
static void	inverse_transform (DenoiseState *st, float *out, const AVComplexFloat *in)
static void	compute_band_energy (float *bandE, const AVComplexFloat *X)
static void	compute_band_corr (float *bandE, const AVComplexFloat *X, const AVComplexFloat *P)
static void	frame_analysis (AudioRNNContext *s, DenoiseState *st, AVComplexFloat *X, float *Ex, const float *in)
static void	frame_synthesis (AudioRNNContext *s, DenoiseState *st, float *out, const AVComplexFloat *y)
static void	xcorr_kernel (const float *x, const float *y, float sum[4], int len)
static float	celt_inner_prod (const float *x, const float *y, int N)
static void	celt_pitch_xcorr (const float *x, const float *y, float *xcorr, int len, int max_pitch)
static int	celt_autocorr (const float *x, float *ac, const float *window, int overlap, int lag, int n)
static void	celt_lpc (float *lpc, const float *ac, int p)
static void	celt_fir5 (const float *x, const float *num, float *y, int N, float *mem)
static void	pitch_downsample (float *x[], float *x_lp, int len, int C)
static void	dual_inner_prod (const float *x, const float *y01, const float *y02, int N, float *xy1, float *xy2)
static float	compute_pitch_gain (float xy, float xx, float yy)
static float	remove_doubling (float *x, int maxperiod, int minperiod, int N, int *T0_, int prev_period, float prev_gain)
static void	find_best_pitch (float *xcorr, float *y, int len, int max_pitch, int *best_pitch)
static void	pitch_search (const float *x_lp, float *y, int len, int max_pitch, int *pitch)
static void	dct (AudioRNNContext *s, float *out, const float *in)
static int	compute_frame_features (AudioRNNContext *s, DenoiseState *st, AVComplexFloat *X, AVComplexFloat *P, float *Ex, float *Ep, float *Exp, float *features, const float *in)
static void	interp_band_gain (float *g, const float *bandE)
static void	pitch_filter (AVComplexFloat *X, const AVComplexFloat *P, const float *Ex, const float *Ep, const float *Exp, const float *g)
static float	tansig_approx (float x)
static float	sigmoid_approx (float x)
static void	compute_dense (const DenseLayer *layer, float *output, const float *input)
static void	compute_gru (AudioRNNContext *s, const GRULayer *gru, float *state, const float *input)
static void	compute_rnn (AudioRNNContext *s, RNNState *rnn, float *gains, float *vad, const float *input)
static float	rnnoise_channel (AudioRNNContext *s, DenoiseState *st, float *out, const float *in, int disabled)
static int	rnnoise_channels (AVFilterContext *ctx, void *arg, int jobnr, int nb_jobs)
static int	filter_frame (AVFilterLink *inlink, AVFrame *in)
static int	activate (AVFilterContext *ctx)
static int	open_model (AVFilterContext *ctx, RNNModel **model)
static av_cold int	init (AVFilterContext *ctx)
static void	free_model (AVFilterContext *ctx, int n)
static int	process_command (AVFilterContext *ctx, const char *cmd, const char *args, char *res, int res_len, int flags)
static av_cold void	uninit (AVFilterContext *ctx)
	AVFILTER_DEFINE_CLASS (arnndn)

Variables
static const uint8_t	eband5ms []
static const uint8_t	second_check [16] = {0, 0, 3, 2, 3, 2, 5, 2, 3, 2, 3, 2, 5, 2, 3, 2}
static const float	tansig_table [201]
static const AVFilterPad	inputs []
static const AVFilterPad	outputs []
static const AVOption	arnndn_options []
const AVFilter	ff_af_arnndn

Macro Definition Documentation

FRAME_SIZE_SHIFT

#define FRAME_SIZE_SHIFT   2

Definition at line 47 of file af_arnndn.c.

FRAME_SIZE

#define FRAME_SIZE   (120<<FRAME_SIZE_SHIFT)

Definition at line 48 of file af_arnndn.c.

WINDOW_SIZE

#define WINDOW_SIZE   (2*FRAME_SIZE)

Definition at line 49 of file af_arnndn.c.

FREQ_SIZE

#define FREQ_SIZE   (FRAME_SIZE + 1)

Definition at line 50 of file af_arnndn.c.

PITCH_MIN_PERIOD

#define PITCH_MIN_PERIOD   60

Definition at line 52 of file af_arnndn.c.

PITCH_MAX_PERIOD

#define PITCH_MAX_PERIOD   768

Definition at line 53 of file af_arnndn.c.

PITCH_FRAME_SIZE

#define PITCH_FRAME_SIZE   960

Definition at line 54 of file af_arnndn.c.

PITCH_BUF_SIZE

#define PITCH_BUF_SIZE   (PITCH_MAX_PERIOD+PITCH_FRAME_SIZE)

Definition at line 55 of file af_arnndn.c.

SQUARE

#define SQUARE

(

x

)

((x)*(x))

Definition at line 57 of file af_arnndn.c.

NB_BANDS

#define NB_BANDS   22

Definition at line 59 of file af_arnndn.c.

CEPS_MEM

#define CEPS_MEM   8

Definition at line 61 of file af_arnndn.c.

NB_DELTA_CEPS

#define NB_DELTA_CEPS   6

Definition at line 62 of file af_arnndn.c.

NB_FEATURES

#define NB_FEATURES   (NB_BANDS+3*NB_DELTA_CEPS+2)

Definition at line 64 of file af_arnndn.c.

WEIGHTS_SCALE

#define WEIGHTS_SCALE   (1.f/256)

Definition at line 66 of file af_arnndn.c.

MAX_NEURONS

#define MAX_NEURONS   128

Definition at line 68 of file af_arnndn.c.

ACTIVATION_TANH

#define ACTIVATION_TANH   0

Definition at line 70 of file af_arnndn.c.

ACTIVATION_SIGMOID

#define ACTIVATION_SIGMOID   1

Definition at line 71 of file af_arnndn.c.

ACTIVATION_RELU

#define ACTIVATION_RELU   2

Definition at line 72 of file af_arnndn.c.

Q15ONE

#define Q15ONE   1.0f

Definition at line 74 of file af_arnndn.c.

F_ACTIVATION_TANH

#define F_ACTIVATION_TANH   0

Definition at line 154 of file af_arnndn.c.

F_ACTIVATION_SIGMOID

#define F_ACTIVATION_SIGMOID   1

Definition at line 155 of file af_arnndn.c.

F_ACTIVATION_RELU

#define F_ACTIVATION_RELU   2

Definition at line 156 of file af_arnndn.c.

FREE_MAYBE

#define FREE_MAYBE

(

ptr

)

do { if (ptr) free(ptr); } while (0)

FREE_DENSE

#define FREE_DENSE

(

name

)

Value:

    do { \
    if (model->name) { \
        av_free((void *) model->name->input_weights); \
        av_free((void *) model->name->bias); \
        av_free((void *) model->name); \
    } \
    } while (0)

FREE_GRU

#define FREE_GRU

(

name

)

Value:

    do { \
    if (model->name) { \
        av_free((void *) model->name->input_weights); \
        av_free((void *) model->name->recurrent_weights); \
        av_free((void *) model->name->bias); \
        av_free((void *) model->name); \
    } \
    } while (0)

ALLOC_LAYER

#define ALLOC_LAYER	(		type,
			name
	)

Value:

    name = av_calloc(1, sizeof(type)); \
    if (!name) { \
        rnnoise_model_free(ret); \
        return AVERROR(ENOMEM); \
    } \
    ret->name = name

INPUT_VAL

#define INPUT_VAL

(

name

)

Value:

    do { \
    if (fscanf(f, "%d", &in) != 1 || in < 0 || in > 128) { \
        rnnoise_model_free(ret); \
        return AVERROR(EINVAL); \
    } \
    name = in; \
    } while (0)

INPUT_ACTIVATION

#define INPUT_ACTIVATION

(

name

)

Value:

    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)

INPUT_ARRAY

#define INPUT_ARRAY	(		name,
			len
	)

Value:

    do { \
    float *values = av_calloc((len), sizeof(float)); \
    if (!values) { \
        rnnoise_model_free(ret); \
        return AVERROR(ENOMEM); \
    } \
    name = values; \
    for (int i = 0; i < (len); i++) { \
        if (fscanf(f, "%d", &in) != 1) { \
            rnnoise_model_free(ret); \
            return AVERROR(EINVAL); \
        } \
        values[i] = in; \
    } \
    } while (0)

INPUT_ARRAY3

#define INPUT_ARRAY3	(		name,
			len0,
			len1,
			len2
	)

Value:

    do { \
    float *values = av_calloc(FFALIGN((len0), 4) * FFALIGN((len1), 4) * (len2), sizeof(float)); \
    if (!values) { \
        rnnoise_model_free(ret); \
        return AVERROR(ENOMEM); \
    } \
    name = values; \
    for (int k = 0; k < (len0); k++) { \
        for (int i = 0; i < (len2); i++) { \
            for (int j = 0; j < (len1); j++) { \
                if (fscanf(f, "%d", &in) != 1) { \
                    rnnoise_model_free(ret); \
                    return AVERROR(EINVAL); \
                } \
                values[j * (len2) * FFALIGN((len0), 4) + i * FFALIGN((len0), 4) + k] = in; \
            } \
        } \
    } \
    } while (0)

NEW_LINE

#define NEW_LINE

(

)

Value:

    do { \
    int c; \
    while ((c = fgetc(f)) != EOF) { \
        if (c == '\n') \
        break; \
    } \
    } while (0)

INPUT_DENSE

#define INPUT_DENSE

(

name

)

Value:

    do { \
    INPUT_VAL(name->nb_inputs); \
    INPUT_VAL(name->nb_neurons); \
    ret->name ## _size = name->nb_neurons; \
    INPUT_ACTIVATION(name->activation); \
    NEW_LINE(); \
    INPUT_ARRAY(name->input_weights, name->nb_inputs * name->nb_neurons); \
    NEW_LINE(); \
    INPUT_ARRAY(name->bias, name->nb_neurons); \
    NEW_LINE(); \
    } while (0)

INPUT_GRU

#define INPUT_GRU

(

name

)

Value:

    do { \
    INPUT_VAL(name->nb_inputs); \
    INPUT_VAL(name->nb_neurons); \
    ret->name ## _size = name->nb_neurons; \
    INPUT_ACTIVATION(name->activation); \
    NEW_LINE(); \
    INPUT_ARRAY3(name->input_weights, name->nb_inputs, name->nb_neurons, 3); \
    NEW_LINE(); \
    INPUT_ARRAY3(name->recurrent_weights, name->nb_neurons, name->nb_neurons, 3); \
    NEW_LINE(); \
    INPUT_ARRAY(name->bias, name->nb_neurons * 3); \
    NEW_LINE(); \
    } while (0)

RNN_MOVE

#define RNN_MOVE	(		dst,
			src,
			n
	)		(memmove((dst), (src), (n)*sizeof(*(dst)) + 0*((dst)-(src)) ))

Definition at line 407 of file af_arnndn.c.

RNN_CLEAR

#define RNN_CLEAR	(		dst,
			n
	)		(memset((dst), 0, (n)*sizeof(*(dst))))

Definition at line 408 of file af_arnndn.c.

RNN_COPY

#define RNN_COPY	(		dst,
			src,
			n
	)		(memcpy((dst), (src), (n)*sizeof(*(dst)) + 0*((dst)-(src)) ))

Definition at line 409 of file af_arnndn.c.

INPUT_SIZE

#define INPUT_SIZE   42

Definition at line 1332 of file af_arnndn.c.

OFFSET

#define OFFSET

(

x

)

offsetof(AudioRNNContext, x)

Definition at line 1596 of file af_arnndn.c.

AF

#define AF   AV_OPT_FLAG_AUDIO_PARAM|AV_OPT_FLAG_FILTERING_PARAM|AV_OPT_FLAG_RUNTIME_PARAM

Definition at line 1597 of file af_arnndn.c.

Function Documentation

rnnoise_model_free()

static void rnnoise_model_free ( RNNModel *  model )

static

Definition at line 158 of file af_arnndn.c.

Referenced by free_model(), and rnnoise_model_from_file().

rnnoise_model_from_file()

static int rnnoise_model_from_file ( FILE *  f, RNNModel **  rnn  )

static

Definition at line 188 of file af_arnndn.c.

Referenced by open_model().

query_formats()

static int query_formats ( AVFilterContext *  ctx )

static

Definition at line 331 of file af_arnndn.c.

config_input()

static int config_input ( AVFilterLink *  inlink )

static

Definition at line 350 of file af_arnndn.c.

Referenced by process_command().

biquad()

static void biquad ( float *  y, float  mem[2], const float *  x, const float *  b, const float *  a, int  N  )

static

Definition at line 393 of file af_arnndn.c.

Referenced by rnnoise_channel().

forward_transform()

static void forward_transform ( DenoiseState *  st, AVComplexFloat *  out, const float *  in  )

static

Definition at line 411 of file af_arnndn.c.

Referenced by compute_frame_features(), and frame_analysis().

inverse_transform()

static void inverse_transform ( DenoiseState *  st, float *  out, const AVComplexFloat *  in  )

static

Definition at line 426 of file af_arnndn.c.

Referenced by frame_synthesis().

compute_band_energy()

static void compute_band_energy ( float *  bandE, const AVComplexFloat *  X  )

static

Definition at line 449 of file af_arnndn.c.

Referenced by compute_frame_features(), frame_analysis(), and pitch_filter().

compute_band_corr()

static void compute_band_corr ( float *  bandE, const AVComplexFloat *  X, const AVComplexFloat *  P  )

static

Definition at line 474 of file af_arnndn.c.

Referenced by compute_frame_features().

frame_analysis()

static void frame_analysis ( AudioRNNContext *  s, DenoiseState *  st, AVComplexFloat *  X, float *  Ex, const float *  in  )

static

Definition at line 499 of file af_arnndn.c.

Referenced by compute_frame_features().

frame_synthesis()

static void frame_synthesis ( AudioRNNContext *  s, DenoiseState *  st, float *  out, const AVComplexFloat *  y  )

static

Definition at line 511 of file af_arnndn.c.

Referenced by rnnoise_channel().

xcorr_kernel()

static void xcorr_kernel ( const float *  x, const float *  y, float  sum[4], int  len  )

inlinestatic

Definition at line 528 of file af_arnndn.c.

Referenced by celt_pitch_xcorr().

celt_inner_prod()

static float celt_inner_prod ( const float *  x, const float *  y, int  N  )

inlinestatic

Definition at line 597 of file af_arnndn.c.

Referenced by celt_pitch_xcorr(), pitch_search(), and remove_doubling().

celt_pitch_xcorr()

static void celt_pitch_xcorr ( const float *  x, const float *  y, float *  xcorr, int  len, int  max_pitch  )

static

Definition at line 608 of file af_arnndn.c.

Referenced by celt_autocorr(), and pitch_search().

celt_autocorr()

static int celt_autocorr ( const float *  x, float *  ac, const float *  window, int  overlap, int  lag, int  n  )

static

Definition at line 629 of file af_arnndn.c.

Referenced by pitch_downsample().

celt_lpc()

static void celt_lpc ( float *  lpc, const float *  ac, int  p  )

static

Definition at line 667 of file af_arnndn.c.

Referenced by pitch_downsample().

celt_fir5()

static void celt_fir5 ( const float *  x, const float *  num, float *  y, int  N, float *  mem  )

static

Definition at line 700 of file af_arnndn.c.

Referenced by pitch_downsample().

pitch_downsample()

static void pitch_downsample ( float *  x[], float *  x_lp, int  len, int  C  )

static

Definition at line 743 of file af_arnndn.c.

Referenced by compute_frame_features().

dual_inner_prod()

static void dual_inner_prod ( const float *  x, const float *  y01, const float *  y02, int  N, float *  xy1, float *  xy2  )

inlinestatic

Definition at line 785 of file af_arnndn.c.

Referenced by remove_doubling().

compute_pitch_gain()

static float compute_pitch_gain ( float  xy, float  xx, float  yy  )

static

Definition at line 799 of file af_arnndn.c.

Referenced by remove_doubling().

remove_doubling()

static float remove_doubling ( float *  x, int  maxperiod, int  minperiod, int  N, int *  T0_, int  prev_period, float  prev_gain  )

static

Definition at line 805 of file af_arnndn.c.

Referenced by compute_frame_features().

find_best_pitch()

static void find_best_pitch ( float *  xcorr, float *  y, int  len, int  max_pitch, int *  best_pitch  )

static

Definition at line 908 of file af_arnndn.c.

Referenced by pitch_search().

pitch_search()

static void pitch_search ( const float *  x_lp, float *  y, int  len, int  max_pitch, int *  pitch  )

static

Definition at line 955 of file af_arnndn.c.

Referenced by compute_frame_features().

dct()

static void dct ( AudioRNNContext *  s, float *  out, const float *  in  )

static

Definition at line 1012 of file af_arnndn.c.

Referenced by compute_frame_features(), dct_error(), and ff_mpadsp_init().

compute_frame_features()

static int compute_frame_features ( AudioRNNContext *  s, DenoiseState *  st, AVComplexFloat *  X, AVComplexFloat *  P, float *  Ex, float *  Ep, float *  Exp, float *  features, const float *  in  )

static

Definition at line 1022 of file af_arnndn.c.

Referenced by rnnoise_channel().

interp_band_gain()

static void interp_band_gain ( float *  g, const float *  bandE  )

static

Definition at line 1130 of file af_arnndn.c.

Referenced by pitch_filter(), and rnnoise_channel().

pitch_filter()

static void pitch_filter ( AVComplexFloat *  X, const AVComplexFloat *  P, const float *  Ex, const float *  Ep, const float *  Exp, const float *  g  )

static

Definition at line 1145 of file af_arnndn.c.

Referenced by rnnoise_channel().

tansig_approx()

static float tansig_approx ( float  x )

inlinestatic

Definition at line 1220 of file af_arnndn.c.

Referenced by compute_dense(), compute_gru(), and sigmoid_approx().

sigmoid_approx()

static float sigmoid_approx ( float  x )

inlinestatic

Definition at line 1248 of file af_arnndn.c.

Referenced by compute_dense(), and compute_gru().

compute_dense()

static void compute_dense ( const DenseLayer *  layer, float *  output, const float *  input  )

static

Definition at line 1253 of file af_arnndn.c.

Referenced by compute_rnn().

compute_gru()

static void compute_gru ( AudioRNNContext *  s, const GRULayer *  gru, float *  state, const float *  input  )

static

Definition at line 1281 of file af_arnndn.c.

Referenced by compute_rnn().

compute_rnn()

static void compute_rnn ( AudioRNNContext *  s, RNNState *  rnn, float *  gains, float *  vad, const float *  input  )

static

Definition at line 1334 of file af_arnndn.c.

Referenced by rnnoise_channel().

rnnoise_channel()

static float rnnoise_channel ( AudioRNNContext *  s, DenoiseState *  st, float *  out, const float *  in, int  disabled  )

static

Definition at line 1362 of file af_arnndn.c.

Referenced by rnnoise_channels().

rnnoise_channels()

static int rnnoise_channels ( AVFilterContext *  ctx, void *  arg, int  jobnr, int  nb_jobs  )

static

Definition at line 1410 of file af_arnndn.c.

Referenced by filter_frame().

filter_frame()

static int filter_frame ( AVFilterLink *  inlink, AVFrame *  in  )

static

Definition at line 1429 of file af_arnndn.c.

Referenced by activate().

activate()

static int activate ( AVFilterContext *  ctx )

static

Definition at line 1451 of file af_arnndn.c.

open_model()

static int open_model ( AVFilterContext *  ctx, RNNModel **  model  )

static

Definition at line 1473 of file af_arnndn.c.

Referenced by init(), and process_command().

init()

static av_cold int init ( AVFilterContext *  ctx )

static

Definition at line 1495 of file af_arnndn.c.

free_model()

static void free_model ( AVFilterContext *  ctx, int  n  )

static

Definition at line 1524 of file af_arnndn.c.

Referenced by process_command(), and uninit().

process_command()

static int process_command ( AVFilterContext *  ctx, const char *  cmd, const char *  args, char *  res, int  res_len, int  flags  )

static

Definition at line 1538 of file af_arnndn.c.

uninit()

static av_cold void uninit ( AVFilterContext *  ctx )

static

Definition at line 1568 of file af_arnndn.c.

AVFILTER_DEFINE_CLASS()

AVFILTER_DEFINE_CLASS

(

arnndn

)

Variable Documentation

eband5ms

const uint8_t eband5ms[]

static

Initial value:

= {
 
  0,  1,  2,  3,  4,   5, 6,  7,  8,  10, 12, 14, 16, 20, 24, 28, 34, 40, 48, 60, 78, 100
}

Definition at line 444 of file af_arnndn.c.

Referenced by compute_band_corr(), compute_band_energy(), and interp_band_gain().

second_check

const uint8_t second_check[16] = {0, 0, 3, 2, 3, 2, 5, 2, 3, 2, 3, 2, 5, 2, 3, 2}

static

Definition at line 804 of file af_arnndn.c.

Referenced by remove_doubling().

tansig_table

const float tansig_table[201]

static

Definition at line 1176 of file af_arnndn.c.

Referenced by tansig_approx().

inputs

const AVFilterPad inputs[]

static

Initial value:

= {
    {
        .name         = "default",
        .type         = AVMEDIA_TYPE_AUDIO,
        .config_props = config_input,
    },
}

Definition at line 1581 of file af_arnndn.c.

outputs

const AVFilterPad outputs[]

static

Initial value:

= {
    {
        .name          = "default",
        .type          = AVMEDIA_TYPE_AUDIO,
    },
}

Definition at line 1589 of file af_arnndn.c.

arnndn_options

const AVOption arnndn_options[]

static

Initial value:

= {
    { "model", "set model name", OFFSET(model_name), AV_OPT_TYPE_STRING, {.str=NULL}, 0, 0, AF },
    { "m",     "set model name", OFFSET(model_name), AV_OPT_TYPE_STRING, {.str=NULL}, 0, 0, AF },
    { "mix",   "set output vs input mix", OFFSET(mix), AV_OPT_TYPE_FLOAT, {.dbl=1.0},-1, 1, AF },
    { NULL }
}

Definition at line 1599 of file af_arnndn.c.

ff_af_arnndn

const AVFilter ff_af_arnndn

Initial value:

= {
    .name          = "arnndn",
    .description   = NULL_IF_CONFIG_SMALL("Reduce noise from speech using Recurrent Neural Networks."),
    .priv_size     = sizeof(AudioRNNContext),
    .priv_class    = &arnndn_class,
    .activate      = activate,
    .init          = init,
    .uninit        = uninit,
    FILTER_INPUTS(inputs),
    FILTER_OUTPUTS(outputs),
    FILTER_QUERY_FUNC(query_formats),
    .flags         = AVFILTER_FLAG_SUPPORT_TIMELINE_INTERNAL |
                     AVFILTER_FLAG_SLICE_THREADS,
    .process_command = process_command,
}

Definition at line 1608 of file af_arnndn.c.