Avoid sin()/cos() calls for pitch reference
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2 changed files with 28 additions and 8 deletions
34
dnn/fwgan.c
34
dnn/fwgan.c
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@ -48,14 +48,33 @@
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#define FWGAN_FEATURES (NB_FEATURES-1)
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static void pitch_embeddings(float *pembed, double *phase, double w0) {
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static void pitch_embeddings(float *pembed, float *phase, double w0) {
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int i;
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/* FIXME: This could be speeded up by making phase a unit-norm complex value, rotating it
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by exp(-i*w0) each sample, and renormalizing once in while. */
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float wreal, wimag;
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#if 1
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/* This Taylor expansion should be good enough since w0 is always small. */
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float w2 = w0*w0;
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wreal = 1 - .5*w2*(1.f - 0.083333333f*w2);
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wimag = w0*(1 - 0.166666667f*w2*(1.f - 0.05f*w2));
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#else
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wreal = cos(w0);
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wimag = sin(w0);
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#endif
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/* Speed-up phase reference by making phase a unit-norm complex value and rotating it
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by exp(-i*w0) each sample. */
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for (i=0;i<SUBFRAME_SIZE;i++) {
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*phase += w0;
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pembed[i] = sin(*phase);
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pembed[SUBFRAME_SIZE+i] = cos(*phase);
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float tmp;
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tmp = phase[0]*wreal - phase[1]*wimag;
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phase[1] = phase[0]*wimag + phase[1]*wreal;
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phase[0] = tmp;
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pembed[i] = phase[1];
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pembed[SUBFRAME_SIZE+i] = phase[0];
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}
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/* Renormalize once per sub-frame, though we could probably do it even less frequently. */
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{
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float r = 1.f/sqrt(phase[0]*phase[0] + phase[1]*phase[1]);
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phase[0] *= r;
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phase[1] *= r;
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}
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}
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@ -76,6 +95,7 @@ void fwgan_cont(FWGANState *st, const float *pcm0, const float *features0)
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float tmp1[MAX_CONT_SIZE];
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float tmp2[MAX_CONT_SIZE];
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FWGAN *model;
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st->embed_phase[0] = 1;
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model = &st->model;
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norm2 = celt_inner_prod(pcm0, pcm0, CONT_PCM_INPUTS, st->arch);
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norm_1 = 1.f/sqrt(1e-8f + norm2);
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@ -158,7 +178,7 @@ static void run_fwgan_subframe(FWGANState *st, float *pcm, const float *cond, do
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FWGAN *model;
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model = &st->model;
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pitch_embeddings(pembed, &st->embed_phase, w0);
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pitch_embeddings(pembed, st->embed_phase, w0);
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/* Interleave bfcc_cond and pembed for each subframe in feat_in. */
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OPUS_COPY(&feat_in[BFCC_WITH_CORR_UPSAMPLER_FC_OUT_SIZE/4], &cond[0], BFCC_WITH_CORR_UPSAMPLER_FC_OUT_SIZE/4);
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OPUS_COPY(&feat_in[0], &pembed[0], FWGAN_FRAME_SIZE/2);
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@ -45,7 +45,7 @@ typedef struct {
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FWGAN model;
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int arch;
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int cont_initialized;
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double embed_phase;
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float embed_phase[2];
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float last_gain;
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float last_lpc[LPC_ORDER];
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float syn_mem[LPC_ORDER];
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