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Add decay
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2 changed files with 8 additions and 0 deletions
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@ -47,6 +47,7 @@ LPCNET_EXPORT void lpcnet_plc_init(LPCNetPLCState *st) {
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st->pcm_fill = PLC_BUF_SIZE;
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st->pcm_fill = PLC_BUF_SIZE;
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st->skip_analysis = 0;
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st->skip_analysis = 0;
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st->blend = 0;
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st->blend = 0;
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st->loss_count = 0;
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}
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}
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LPCNET_EXPORT LPCNetPLCState *lpcnet_plc_create() {
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LPCNET_EXPORT LPCNetPLCState *lpcnet_plc_create() {
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@ -128,9 +129,11 @@ LPCNET_EXPORT int lpcnet_plc_update(LPCNetPLCState *st, short *pcm) {
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RNN_MOVE(st->pcm, &st->pcm[FRAME_SIZE], PLC_BUF_SIZE);
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RNN_MOVE(st->pcm, &st->pcm[FRAME_SIZE], PLC_BUF_SIZE);
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}
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}
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RNN_COPY(st->features, st->enc.features[0], NB_TOTAL_FEATURES);
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RNN_COPY(st->features, st->enc.features[0], NB_TOTAL_FEATURES);
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st->loss_count = 0;
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return 0;
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return 0;
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}
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}
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static const float att_table[10] = {0, 0, -.2, -.2, -.4, -.4, -.8, -.8, -1.6, -1.6};
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LPCNET_EXPORT int lpcnet_plc_conceal(LPCNetPLCState *st, short *pcm) {
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LPCNET_EXPORT int lpcnet_plc_conceal(LPCNetPLCState *st, short *pcm) {
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#if PLC_READ_FEATURES || PLC_DUMP_FEATURES
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#if PLC_READ_FEATURES || PLC_DUMP_FEATURES
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int i;
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int i;
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@ -163,6 +166,9 @@ LPCNET_EXPORT int lpcnet_plc_conceal(LPCNetPLCState *st, short *pcm) {
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lpcnet_synthesize_tail_impl(&st->lpcnet, pcm, FRAME_SIZE-TRAINING_OFFSET, 0);
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lpcnet_synthesize_tail_impl(&st->lpcnet, pcm, FRAME_SIZE-TRAINING_OFFSET, 0);
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#if PLC_DNN_PRED
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#if PLC_DNN_PRED
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compute_plc_pred(&st->plc_net, st->features, zeros);
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compute_plc_pred(&st->plc_net, st->features, zeros);
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if (st->loss_count >= 10) st->features[0] = MAX16(-10, st->features[0]+att_table[9] - 2*(st->loss_count-9));
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else st->features[0] = MAX16(-10, st->features[0]+att_table[st->loss_count]);
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if (st->loss_count > 4) st->features[NB_FEATURES-1] = MAX16(-.5, st->features[NB_FEATURES-1]-.1*(st->loss_count-4));
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#endif
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#endif
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#if PLC_READ_FEATURES
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#if PLC_READ_FEATURES
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for (i=0;i<NB_FEATURES;i++) scanf("%f", &st->features[i]);
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for (i=0;i<NB_FEATURES;i++) scanf("%f", &st->features[i]);
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@ -181,6 +187,7 @@ LPCNET_EXPORT int lpcnet_plc_conceal(LPCNetPLCState *st, short *pcm) {
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compute_frame_features(&st->enc, x);
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compute_frame_features(&st->enc, x);
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process_single_frame(&st->enc, NULL);
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process_single_frame(&st->enc, NULL);
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}
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}
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st->loss_count++;
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st->blend = 1;
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st->blend = 1;
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return 0;
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return 0;
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}
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}
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@ -75,6 +75,7 @@ struct LPCNetPLCState {
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int skip_analysis;
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int skip_analysis;
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int blend;
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int blend;
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float features[NB_TOTAL_FEATURES];
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float features[NB_TOTAL_FEATURES];
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int loss_count;
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PLCNetState plc_net;
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PLCNetState plc_net;
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};
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};
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