798 lines
		
	
	
		
			24 KiB
		
	
	
	
		
			C
		
	
	
	
	
	
			
		
		
	
	
			798 lines
		
	
	
		
			24 KiB
		
	
	
	
		
			C
		
	
	
	
	
	
| /*
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|  * Copyright (c) 2018 Paul B Mahol
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|  *
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|  * This file is part of FFmpeg.
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|  *
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|  * FFmpeg is free software; you can redistribute it and/or
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|  * modify it under the terms of the GNU Lesser General Public
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|  * License as published by the Free Software Foundation; either
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|  * version 2.1 of the License, or (at your option) any later version.
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|  *
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|  * FFmpeg is distributed in the hope that it will be useful,
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|  * but WITHOUT ANY WARRANTY; without even the implied warranty of
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|  * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
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|  * Lesser General Public License for more details.
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|  *
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|  * You should have received a copy of the GNU Lesser General Public
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|  * License along with FFmpeg; if not, write to the Free Software
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|  * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
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|  */
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| 
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| #include "libavutil/audio_fifo.h"
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| #include "libavutil/opt.h"
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| #include "avfilter.h"
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| #include "audio.h"
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| #include "filters.h"
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| #include "formats.h"
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| #include "internal.h"
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| 
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| typedef struct DeclickChannel {
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|     double *auxiliary;
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|     double *detection;
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|     double *acoefficients;
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|     double *acorrelation;
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|     double *tmp;
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|     double *interpolated;
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|     double *matrix;
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|     int matrix_size;
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|     double *vector;
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|     int vector_size;
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|     double *y;
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|     int y_size;
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|     uint8_t *click;
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|     int *index;
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|     unsigned *histogram;
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|     int histogram_size;
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| } DeclickChannel;
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| 
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| typedef struct AudioDeclickContext {
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|     const AVClass *class;
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| 
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|     double w;
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|     double overlap;
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|     double threshold;
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|     double ar;
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|     double burst;
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|     int method;
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|     int nb_hbins;
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| 
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|     int is_declip;
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|     int ar_order;
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|     int nb_burst_samples;
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|     int window_size;
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|     int hop_size;
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|     int overlap_skip;
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| 
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|     AVFrame *enabled;
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|     AVFrame *in;
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|     AVFrame *out;
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|     AVFrame *buffer;
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|     AVFrame *is;
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| 
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|     DeclickChannel *chan;
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| 
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|     int64_t pts;
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|     int nb_channels;
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|     uint64_t nb_samples;
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|     uint64_t detected_errors;
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|     int samples_left;
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|     int eof;
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| 
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|     AVAudioFifo *efifo;
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|     AVAudioFifo *fifo;
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|     double *window_func_lut;
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| 
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|     int (*detector)(struct AudioDeclickContext *s, DeclickChannel *c,
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|                     double sigmae, double *detection,
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|                     double *acoefficients, uint8_t *click, int *index,
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|                     const double *src, double *dst);
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| } AudioDeclickContext;
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| 
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| #define OFFSET(x) offsetof(AudioDeclickContext, x)
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| #define AF AV_OPT_FLAG_AUDIO_PARAM|AV_OPT_FLAG_FILTERING_PARAM
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| 
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| static const AVOption adeclick_options[] = {
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|     { "w", "set window size",          OFFSET(w),         AV_OPT_TYPE_DOUBLE, {.dbl=55}, 10,  100, AF },
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|     { "o", "set window overlap",       OFFSET(overlap),   AV_OPT_TYPE_DOUBLE, {.dbl=75}, 50,   95, AF },
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|     { "a", "set autoregression order", OFFSET(ar),        AV_OPT_TYPE_DOUBLE, {.dbl=2},   0,   25, AF },
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|     { "t", "set threshold",            OFFSET(threshold), AV_OPT_TYPE_DOUBLE, {.dbl=2},   1,  100, AF },
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|     { "b", "set burst fusion",         OFFSET(burst),     AV_OPT_TYPE_DOUBLE, {.dbl=2},   0,   10, AF },
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|     { "m", "set overlap method",       OFFSET(method),    AV_OPT_TYPE_INT,    {.i64=0},   0,    1, AF, "m" },
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|     { "a", "overlap-add",              0,                 AV_OPT_TYPE_CONST,  {.i64=0},   0,    0, AF, "m" },
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|     { "s", "overlap-save",             0,                 AV_OPT_TYPE_CONST,  {.i64=1},   0,    0, AF, "m" },
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|     { NULL }
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| };
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| 
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| AVFILTER_DEFINE_CLASS(adeclick);
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| 
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| static int query_formats(AVFilterContext *ctx)
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| {
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|     AVFilterFormats *formats = NULL;
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|     AVFilterChannelLayouts *layouts = NULL;
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|     static const enum AVSampleFormat sample_fmts[] = {
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|         AV_SAMPLE_FMT_DBLP,
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|         AV_SAMPLE_FMT_NONE
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|     };
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|     int ret;
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| 
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|     formats = ff_make_format_list(sample_fmts);
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|     if (!formats)
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|         return AVERROR(ENOMEM);
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|     ret = ff_set_common_formats(ctx, formats);
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|     if (ret < 0)
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|         return ret;
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| 
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|     layouts = ff_all_channel_counts();
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|     if (!layouts)
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|         return AVERROR(ENOMEM);
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| 
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|     ret = ff_set_common_channel_layouts(ctx, layouts);
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|     if (ret < 0)
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|         return ret;
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| 
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|     formats = ff_all_samplerates();
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|     return ff_set_common_samplerates(ctx, formats);
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| }
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| 
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| static int config_input(AVFilterLink *inlink)
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| {
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|     AVFilterContext *ctx = inlink->dst;
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|     AudioDeclickContext *s = ctx->priv;
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|     int i;
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| 
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|     s->pts = AV_NOPTS_VALUE;
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|     s->window_size = inlink->sample_rate * s->w / 1000.;
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|     if (s->window_size < 100)
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|         return AVERROR(EINVAL);
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|     s->ar_order = FFMAX(s->window_size * s->ar / 100., 1);
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|     s->nb_burst_samples = s->window_size * s->burst / 1000.;
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|     s->hop_size = s->window_size * (1. - (s->overlap / 100.));
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|     if (s->hop_size < 1)
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|         return AVERROR(EINVAL);
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| 
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|     s->window_func_lut = av_calloc(s->window_size, sizeof(*s->window_func_lut));
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|     if (!s->window_func_lut)
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|         return AVERROR(ENOMEM);
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|     for (i = 0; i < s->window_size; i++)
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|         s->window_func_lut[i] = sin(M_PI * i / s->window_size) *
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|                                 (1. - (s->overlap / 100.)) * M_PI_2;
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| 
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|     av_frame_free(&s->in);
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|     av_frame_free(&s->out);
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|     av_frame_free(&s->buffer);
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|     av_frame_free(&s->is);
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|     s->enabled = ff_get_audio_buffer(inlink, s->window_size);
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|     s->in = ff_get_audio_buffer(inlink, s->window_size);
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|     s->out = ff_get_audio_buffer(inlink, s->window_size);
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|     s->buffer = ff_get_audio_buffer(inlink, s->window_size * 2);
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|     s->is = ff_get_audio_buffer(inlink, s->window_size);
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|     if (!s->in || !s->out || !s->buffer || !s->is || !s->enabled)
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|         return AVERROR(ENOMEM);
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| 
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|     s->efifo = av_audio_fifo_alloc(inlink->format, 1, s->window_size);
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|     if (!s->efifo)
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|         return AVERROR(ENOMEM);
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|     s->fifo = av_audio_fifo_alloc(inlink->format, inlink->channels, s->window_size);
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|     if (!s->fifo)
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|         return AVERROR(ENOMEM);
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|     s->overlap_skip = s->method ? (s->window_size - s->hop_size) / 2 : 0;
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|     if (s->overlap_skip > 0) {
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|         av_audio_fifo_write(s->fifo, (void **)s->in->extended_data,
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|                             s->overlap_skip);
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|     }
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| 
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|     s->nb_channels = inlink->channels;
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|     s->chan = av_calloc(inlink->channels, sizeof(*s->chan));
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|     if (!s->chan)
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|         return AVERROR(ENOMEM);
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| 
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|     for (i = 0; i < inlink->channels; i++) {
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|         DeclickChannel *c = &s->chan[i];
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| 
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|         c->detection = av_calloc(s->window_size, sizeof(*c->detection));
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|         c->auxiliary = av_calloc(s->ar_order + 1, sizeof(*c->auxiliary));
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|         c->acoefficients = av_calloc(s->ar_order + 1, sizeof(*c->acoefficients));
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|         c->acorrelation = av_calloc(s->ar_order + 1, sizeof(*c->acorrelation));
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|         c->tmp = av_calloc(s->ar_order, sizeof(*c->tmp));
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|         c->click = av_calloc(s->window_size, sizeof(*c->click));
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|         c->index = av_calloc(s->window_size, sizeof(*c->index));
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|         c->interpolated = av_calloc(s->window_size, sizeof(*c->interpolated));
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|         if (!c->auxiliary || !c->acoefficients || !c->detection || !c->click ||
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|             !c->index || !c->interpolated || !c->acorrelation || !c->tmp)
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|             return AVERROR(ENOMEM);
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|     }
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| 
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|     return 0;
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| }
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| 
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| static void autocorrelation(const double *input, int order, int size,
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|                             double *output, double scale)
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| {
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|     int i, j;
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| 
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|     for (i = 0; i <= order; i++) {
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|         double value = 0.;
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| 
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|         for (j = i; j < size; j++)
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|             value += input[j] * input[j - i];
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| 
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|         output[i] = value * scale;
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|     }
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| }
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| 
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| static double autoregression(const double *samples, int ar_order,
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|                              int nb_samples, double *k, double *r, double *a)
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| {
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|     double alpha;
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|     int i, j;
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| 
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|     memset(a, 0, ar_order * sizeof(*a));
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| 
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|     autocorrelation(samples, ar_order, nb_samples, r, 1. / nb_samples);
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| 
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|     /* Levinson-Durbin algorithm */
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|     k[0] = a[0] = -r[1] / r[0];
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|     alpha = r[0] * (1. - k[0] * k[0]);
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|     for (i = 1; i < ar_order; i++) {
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|         double epsilon = 0.;
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| 
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|         for (j = 0; j < i; j++)
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|             epsilon += a[j] * r[i - j];
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|         epsilon += r[i + 1];
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| 
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|         k[i] = -epsilon / alpha;
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|         alpha *= (1. - k[i] * k[i]);
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|         for (j = i - 1; j >= 0; j--)
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|             k[j] = a[j] + k[i] * a[i - j - 1];
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|         for (j = 0; j <= i; j++)
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|             a[j] = k[j];
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|     }
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| 
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|     k[0] = 1.;
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|     for (i = 1; i <= ar_order; i++)
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|         k[i] = a[i - 1];
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| 
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|     return sqrt(alpha);
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| }
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| 
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| static int isfinite_array(double *samples, int nb_samples)
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| {
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|     int i;
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| 
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|     for (i = 0; i < nb_samples; i++)
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|         if (!isfinite(samples[i]))
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|             return 0;
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| 
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|     return 1;
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| }
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| 
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| static int find_index(int *index, int value, int size)
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| {
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|     int i, start, end;
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| 
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|     if ((value < index[0]) || (value > index[size - 1]))
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|         return 1;
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| 
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|     i = start = 0;
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|     end = size - 1;
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| 
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|     while (start <= end) {
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|         i = (end + start) / 2;
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|         if (index[i] == value)
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|             return 0;
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|         if (value < index[i])
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|             end = i - 1;
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|         if (value > index[i])
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|             start = i + 1;
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|     }
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| 
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|     return 1;
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| }
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| 
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| static int factorization(double *matrix, int n)
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| {
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|     int i, j, k;
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| 
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|     for (i = 0; i < n; i++) {
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|         const int in = i * n;
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|         double value;
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| 
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|         value = matrix[in + i];
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|         for (j = 0; j < i; j++)
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|             value -= matrix[j * n + j] * matrix[in + j] * matrix[in + j];
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| 
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|         if (value == 0.) {
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|             return -1;
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|         }
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| 
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|         matrix[in + i] = value;
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|         for (j = i + 1; j < n; j++) {
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|             const int jn = j * n;
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|             double x;
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| 
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|             x = matrix[jn + i];
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|             for (k = 0; k < i; k++)
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|                 x -= matrix[k * n + k] * matrix[in + k] * matrix[jn + k];
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|             matrix[jn + i] = x / matrix[in + i];
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|         }
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|     }
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| 
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|     return 0;
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| }
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| 
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| static int do_interpolation(DeclickChannel *c, double *matrix,
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|                             double *vector, int n, double *out)
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| {
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|     int i, j, ret;
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|     double *y;
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| 
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|     ret = factorization(matrix, n);
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|     if (ret < 0)
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|         return ret;
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| 
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|     av_fast_malloc(&c->y, &c->y_size, n * sizeof(*c->y));
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|     y = c->y;
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|     if (!y)
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|         return AVERROR(ENOMEM);
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| 
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|     for (i = 0; i < n; i++) {
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|         const int in = i * n;
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|         double value;
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| 
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|         value = vector[i];
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|         for (j = 0; j < i; j++)
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|             value -= matrix[in + j] * y[j];
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|         y[i] = value;
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|     }
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| 
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|     for (i = n - 1; i >= 0; i--) {
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|         out[i] = y[i] / matrix[i * n + i];
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|         for (j = i + 1; j < n; j++)
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|             out[i] -= matrix[j * n + i] * out[j];
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|     }
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| 
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|     return 0;
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| }
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| 
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| static int interpolation(DeclickChannel *c, const double *src, int ar_order,
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|                          double *acoefficients, int *index, int nb_errors,
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|                          double *auxiliary, double *interpolated)
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| {
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|     double *vector, *matrix;
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|     int i, j;
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| 
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|     av_fast_malloc(&c->matrix, &c->matrix_size, nb_errors * nb_errors * sizeof(*c->matrix));
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|     matrix = c->matrix;
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|     if (!matrix)
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|         return AVERROR(ENOMEM);
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| 
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|     av_fast_malloc(&c->vector, &c->vector_size, nb_errors * sizeof(*c->vector));
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|     vector = c->vector;
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|     if (!vector)
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|         return AVERROR(ENOMEM);
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| 
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|     autocorrelation(acoefficients, ar_order, ar_order + 1, auxiliary, 1.);
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| 
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|     for (i = 0; i < nb_errors; i++) {
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|         const int im = i * nb_errors;
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| 
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|         for (j = i; j < nb_errors; j++) {
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|             if (abs(index[j] - index[i]) <= ar_order) {
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|                 matrix[j * nb_errors + i] = matrix[im + j] = auxiliary[abs(index[j] - index[i])];
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|             } else {
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|                 matrix[j * nb_errors + i] = matrix[im + j] = 0;
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|             }
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|         }
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|     }
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| 
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|     for (i = 0; i < nb_errors; i++) {
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|         double value = 0.;
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| 
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|         for (j = -ar_order; j <= ar_order; j++)
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|             if (find_index(index, index[i] - j, nb_errors))
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|                 value -= src[index[i] - j] * auxiliary[abs(j)];
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| 
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|         vector[i] = value;
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|     }
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| 
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|     return do_interpolation(c, matrix, vector, nb_errors, interpolated);
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| }
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| 
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| static int detect_clips(AudioDeclickContext *s, DeclickChannel *c,
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|                         double unused0,
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|                         double *unused1, double *unused2,
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|                         uint8_t *clip, int *index,
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|                         const double *src, double *dst)
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| {
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|     const double threshold = s->threshold;
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|     double max_amplitude = 0;
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|     unsigned *histogram;
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|     int i, nb_clips = 0;
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| 
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|     av_fast_malloc(&c->histogram, &c->histogram_size, s->nb_hbins * sizeof(*c->histogram));
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|     if (!c->histogram)
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|         return AVERROR(ENOMEM);
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|     histogram = c->histogram;
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|     memset(histogram, 0, sizeof(*histogram) * s->nb_hbins);
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| 
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|     for (i = 0; i < s->window_size; i++) {
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|         const unsigned index = fmin(fabs(src[i]), 1) * (s->nb_hbins - 1);
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| 
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|         histogram[index]++;
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|         dst[i] = src[i];
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|         clip[i] = 0;
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|     }
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| 
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|     for (i = s->nb_hbins - 1; i > 1; i--) {
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|         if (histogram[i]) {
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|             if (histogram[i] / (double)FFMAX(histogram[i - 1], 1) > threshold) {
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|                 max_amplitude = i / (double)s->nb_hbins;
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|             }
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|             break;
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|         }
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|     }
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| 
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|     if (max_amplitude > 0.) {
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|         for (i = 0; i < s->window_size; i++) {
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|             clip[i] = fabs(src[i]) >= max_amplitude;
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|         }
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|     }
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| 
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|     memset(clip, 0, s->ar_order * sizeof(*clip));
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|     memset(clip + (s->window_size - s->ar_order), 0, s->ar_order * sizeof(*clip));
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| 
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|     for (i = s->ar_order; i < s->window_size - s->ar_order; i++)
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|         if (clip[i])
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|             index[nb_clips++] = i;
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| 
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|     return nb_clips;
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| }
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| 
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| static int detect_clicks(AudioDeclickContext *s, DeclickChannel *c,
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|                          double sigmae,
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|                          double *detection, double *acoefficients,
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|                          uint8_t *click, int *index,
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|                          const double *src, double *dst)
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| {
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|     const double threshold = s->threshold;
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|     int i, j, nb_clicks = 0, prev = -1;
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| 
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|     memset(detection, 0, s->window_size * sizeof(*detection));
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| 
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|     for (i = s->ar_order; i < s->window_size; i++) {
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|         for (j = 0; j <= s->ar_order; j++) {
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|             detection[i] += acoefficients[j] * src[i - j];
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|         }
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|     }
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| 
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|     for (i = 0; i < s->window_size; i++) {
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|         click[i] = fabs(detection[i]) > sigmae * threshold;
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|         dst[i] = src[i];
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|     }
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| 
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|     for (i = 0; i < s->window_size; i++) {
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|         if (!click[i])
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|             continue;
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| 
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|         if (prev >= 0 && (i > prev + 1) && (i <= s->nb_burst_samples + prev))
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|             for (j = prev + 1; j < i; j++)
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|                 click[j] = 1;
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|         prev = i;
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|     }
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| 
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|     memset(click, 0, s->ar_order * sizeof(*click));
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|     memset(click + (s->window_size - s->ar_order), 0, s->ar_order * sizeof(*click));
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| 
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|     for (i = s->ar_order; i < s->window_size - s->ar_order; i++)
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|         if (click[i])
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|             index[nb_clicks++] = i;
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| 
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|     return nb_clicks;
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| }
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| 
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| typedef struct ThreadData {
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|     AVFrame *out;
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| } ThreadData;
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| 
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| static int filter_channel(AVFilterContext *ctx, void *arg, int ch, int nb_jobs)
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| {
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|     AudioDeclickContext *s = ctx->priv;
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|     ThreadData *td = arg;
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|     AVFrame *out = td->out;
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|     const double *src = (const double *)s->in->extended_data[ch];
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|     double *is = (double *)s->is->extended_data[ch];
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|     double *dst = (double *)s->out->extended_data[ch];
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|     double *ptr = (double *)out->extended_data[ch];
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|     double *buf = (double *)s->buffer->extended_data[ch];
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|     const double *w = s->window_func_lut;
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|     DeclickChannel *c = &s->chan[ch];
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|     double sigmae;
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|     int j, ret;
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| 
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|     sigmae = autoregression(src, s->ar_order, s->window_size, c->acoefficients, c->acorrelation, c->tmp);
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| 
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|     if (isfinite_array(c->acoefficients, s->ar_order + 1)) {
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|         double *interpolated = c->interpolated;
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|         int *index = c->index;
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|         int nb_errors;
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| 
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|         nb_errors = s->detector(s, c, sigmae, c->detection, c->acoefficients,
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|                                 c->click, index, src, dst);
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|         if (nb_errors > 0) {
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|             double *enabled = (double *)s->enabled->extended_data[0];
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| 
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|             ret = interpolation(c, src, s->ar_order, c->acoefficients, index,
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|                                 nb_errors, c->auxiliary, interpolated);
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|             if (ret < 0)
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|                 return ret;
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| 
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|             av_audio_fifo_peek(s->efifo, (void**)s->enabled->extended_data, s->window_size);
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| 
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|             for (j = 0; j < nb_errors; j++) {
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|                 if (enabled[index[j]]) {
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|                     dst[index[j]] = interpolated[j];
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|                     is[index[j]] = 1;
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|                 }
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|             }
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|         }
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|     } else {
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|         memcpy(dst, src, s->window_size * sizeof(*dst));
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|     }
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| 
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|     if (s->method == 0) {
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|         for (j = 0; j < s->window_size; j++)
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|             buf[j] += dst[j] * w[j];
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|     } else {
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|         const int skip = s->overlap_skip;
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| 
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|         for (j = 0; j < s->hop_size; j++)
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|             buf[j] = dst[skip + j];
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|     }
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|     for (j = 0; j < s->hop_size; j++)
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|         ptr[j] = buf[j];
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| 
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|     memmove(buf, buf + s->hop_size, (s->window_size * 2 - s->hop_size) * sizeof(*buf));
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|     memmove(is, is + s->hop_size, (s->window_size - s->hop_size) * sizeof(*is));
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|     memset(buf + s->window_size * 2 - s->hop_size, 0, s->hop_size * sizeof(*buf));
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|     memset(is + s->window_size - s->hop_size, 0, s->hop_size * sizeof(*is));
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| 
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|     return 0;
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| }
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| 
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| static int filter_frame(AVFilterLink *inlink)
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| {
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|     AVFilterContext *ctx = inlink->dst;
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|     AVFilterLink *outlink = ctx->outputs[0];
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|     AudioDeclickContext *s = ctx->priv;
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|     AVFrame *out = NULL;
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|     int ret = 0, j, ch, detected_errors = 0;
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|     ThreadData td;
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| 
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|     out = ff_get_audio_buffer(outlink, s->hop_size);
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|     if (!out)
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|         return AVERROR(ENOMEM);
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| 
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|     ret = av_audio_fifo_peek(s->fifo, (void **)s->in->extended_data,
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|                              s->window_size);
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|     if (ret < 0)
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|         goto fail;
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| 
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|     td.out = out;
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|     ret = ctx->internal->execute(ctx, filter_channel, &td, NULL, inlink->channels);
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|     if (ret < 0)
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|         goto fail;
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| 
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|     for (ch = 0; ch < s->in->channels; ch++) {
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|         double *is = (double *)s->is->extended_data[ch];
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| 
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|         for (j = 0; j < s->hop_size; j++) {
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|             if (is[j])
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|                 detected_errors++;
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|         }
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|     }
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| 
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|     av_audio_fifo_drain(s->fifo, s->hop_size);
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|     av_audio_fifo_drain(s->efifo, s->hop_size);
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| 
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|     if (s->samples_left > 0)
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|         out->nb_samples = FFMIN(s->hop_size, s->samples_left);
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| 
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|     out->pts = s->pts;
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|     s->pts += av_rescale_q(s->hop_size, (AVRational){1, outlink->sample_rate}, outlink->time_base);
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| 
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|     s->detected_errors += detected_errors;
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|     s->nb_samples += out->nb_samples * inlink->channels;
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| 
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|     ret = ff_filter_frame(outlink, out);
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|     if (ret < 0)
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|         return ret;
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| 
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|     if (s->samples_left > 0) {
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|         s->samples_left -= s->hop_size;
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|         if (s->samples_left <= 0)
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|             av_audio_fifo_drain(s->fifo, av_audio_fifo_size(s->fifo));
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|     }
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| 
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| fail:
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|     if (ret < 0)
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|         av_frame_free(&out);
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|     return ret;
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| }
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| 
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| static int activate(AVFilterContext *ctx)
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| {
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|     AVFilterLink *inlink = ctx->inputs[0];
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|     AVFilterLink *outlink = ctx->outputs[0];
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|     AudioDeclickContext *s = ctx->priv;
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|     AVFrame *in;
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|     int ret, status;
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|     int64_t pts;
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| 
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|     FF_FILTER_FORWARD_STATUS_BACK(outlink, inlink);
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| 
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|     ret = ff_inlink_consume_samples(inlink, s->window_size, s->window_size, &in);
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|     if (ret < 0)
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|         return ret;
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|     if (ret > 0) {
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|         double *e = (double *)s->enabled->extended_data[0];
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| 
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|         if (s->pts == AV_NOPTS_VALUE)
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|             s->pts = in->pts;
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| 
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|         ret = av_audio_fifo_write(s->fifo, (void **)in->extended_data,
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|                                   in->nb_samples);
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|         for (int i = 0; i < in->nb_samples; i++)
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|             e[i] = !ctx->is_disabled;
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| 
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|         av_audio_fifo_write(s->efifo, (void**)s->enabled->extended_data, in->nb_samples);
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|         av_frame_free(&in);
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|         if (ret < 0)
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|             return ret;
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|     }
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| 
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|     if (av_audio_fifo_size(s->fifo) >= s->window_size ||
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|         s->samples_left > 0)
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|         return filter_frame(inlink);
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| 
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|     if (av_audio_fifo_size(s->fifo) >= s->window_size) {
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|         ff_filter_set_ready(ctx, 100);
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|         return 0;
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|     }
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| 
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|     if (!s->eof && ff_inlink_acknowledge_status(inlink, &status, &pts)) {
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|         if (status == AVERROR_EOF) {
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|             s->eof = 1;
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|             s->samples_left = av_audio_fifo_size(s->fifo) - s->overlap_skip;
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|             ff_filter_set_ready(ctx, 100);
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|             return 0;
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|         }
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|     }
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| 
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|     if (s->eof && s->samples_left <= 0) {
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|         ff_outlink_set_status(outlink, AVERROR_EOF, s->pts);
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|         return 0;
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|     }
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| 
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|     if (!s->eof)
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|         FF_FILTER_FORWARD_WANTED(outlink, inlink);
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| 
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|     return FFERROR_NOT_READY;
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| }
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| 
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| static av_cold int init(AVFilterContext *ctx)
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| {
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|     AudioDeclickContext *s = ctx->priv;
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| 
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|     s->is_declip = !strcmp(ctx->filter->name, "adeclip");
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|     if (s->is_declip) {
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|         s->detector = detect_clips;
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|     } else {
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|         s->detector = detect_clicks;
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|     }
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| 
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|     return 0;
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| }
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| 
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| static av_cold void uninit(AVFilterContext *ctx)
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| {
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|     AudioDeclickContext *s = ctx->priv;
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|     int i;
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| 
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|     av_log(ctx, AV_LOG_INFO, "Detected %s in %"PRId64" of %"PRId64" samples (%g%%).\n",
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|            s->is_declip ? "clips" : "clicks", s->detected_errors,
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|            s->nb_samples, 100. * s->detected_errors / s->nb_samples);
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| 
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|     av_audio_fifo_free(s->fifo);
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|     av_audio_fifo_free(s->efifo);
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|     av_freep(&s->window_func_lut);
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|     av_frame_free(&s->enabled);
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|     av_frame_free(&s->in);
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|     av_frame_free(&s->out);
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|     av_frame_free(&s->buffer);
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|     av_frame_free(&s->is);
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| 
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|     if (s->chan) {
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|         for (i = 0; i < s->nb_channels; i++) {
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|             DeclickChannel *c = &s->chan[i];
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| 
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|             av_freep(&c->detection);
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|             av_freep(&c->auxiliary);
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|             av_freep(&c->acoefficients);
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|             av_freep(&c->acorrelation);
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|             av_freep(&c->tmp);
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|             av_freep(&c->click);
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|             av_freep(&c->index);
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|             av_freep(&c->interpolated);
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|             av_freep(&c->matrix);
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|             c->matrix_size = 0;
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|             av_freep(&c->histogram);
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|             c->histogram_size = 0;
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|             av_freep(&c->vector);
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|             c->vector_size = 0;
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|             av_freep(&c->y);
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|             c->y_size = 0;
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|         }
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|     }
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|     av_freep(&s->chan);
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|     s->nb_channels = 0;
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| }
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| 
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| static const AVFilterPad inputs[] = {
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|     {
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|         .name         = "default",
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|         .type         = AVMEDIA_TYPE_AUDIO,
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|         .config_props = config_input,
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|     },
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|     { NULL }
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| };
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| 
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| static const AVFilterPad outputs[] = {
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|     {
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|         .name          = "default",
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|         .type          = AVMEDIA_TYPE_AUDIO,
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|     },
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|     { NULL }
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| };
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| 
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| AVFilter ff_af_adeclick = {
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|     .name          = "adeclick",
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|     .description   = NULL_IF_CONFIG_SMALL("Remove impulsive noise from input audio."),
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|     .query_formats = query_formats,
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|     .priv_size     = sizeof(AudioDeclickContext),
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|     .priv_class    = &adeclick_class,
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|     .init          = init,
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|     .activate      = activate,
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|     .uninit        = uninit,
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|     .inputs        = inputs,
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|     .outputs       = outputs,
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|     .flags         = AVFILTER_FLAG_SLICE_THREADS | AVFILTER_FLAG_SUPPORT_TIMELINE_INTERNAL,
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| };
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| 
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| static const AVOption adeclip_options[] = {
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|     { "w", "set window size",          OFFSET(w),              AV_OPT_TYPE_DOUBLE, {.dbl=55},     10,  100, AF },
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|     { "o", "set window overlap",       OFFSET(overlap),        AV_OPT_TYPE_DOUBLE, {.dbl=75},     50,   95, AF },
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|     { "a", "set autoregression order", OFFSET(ar),             AV_OPT_TYPE_DOUBLE, {.dbl=8},       0,   25, AF },
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|     { "t", "set threshold",            OFFSET(threshold),      AV_OPT_TYPE_DOUBLE, {.dbl=10},      1,  100, AF },
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|     { "n", "set histogram size",       OFFSET(nb_hbins),       AV_OPT_TYPE_INT,    {.i64=1000},  100, 9999, AF },
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|     { "m", "set overlap method",       OFFSET(method),         AV_OPT_TYPE_INT,    {.i64=0},       0,    1, AF, "m" },
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|     { "a", "overlap-add",              0,                      AV_OPT_TYPE_CONST,  {.i64=0},       0,    0, AF, "m" },
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|     { "s", "overlap-save",             0,                      AV_OPT_TYPE_CONST,  {.i64=1},       0,    0, AF, "m" },
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|     { NULL }
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| };
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| 
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| AVFILTER_DEFINE_CLASS(adeclip);
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| 
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| AVFilter ff_af_adeclip = {
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|     .name          = "adeclip",
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|     .description   = NULL_IF_CONFIG_SMALL("Remove clipping from input audio."),
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|     .query_formats = query_formats,
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|     .priv_size     = sizeof(AudioDeclickContext),
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|     .priv_class    = &adeclip_class,
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|     .init          = init,
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|     .activate      = activate,
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|     .uninit        = uninit,
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|     .inputs        = inputs,
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|     .outputs       = outputs,
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|     .flags         = AVFILTER_FLAG_SLICE_THREADS | AVFILTER_FLAG_SUPPORT_TIMELINE_INTERNAL,
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| };
 |