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1143 lines
44 KiB
1143 lines
44 KiB
/* |
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* AAC coefficients encoder |
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* Copyright (C) 2008-2009 Konstantin Shishkov |
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* |
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* This file is part of Libav. |
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* |
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* Libav 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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* Libav 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 Libav; 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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/** |
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* @file |
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* AAC coefficients encoder |
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*/ |
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|
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/*********************************** |
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* TODOs: |
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* speedup quantizer selection |
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* add sane pulse detection |
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***********************************/ |
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#include "libavutil/libm.h" // brought forward to work around cygwin header breakage |
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|
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#include <float.h> |
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#include "libavutil/mathematics.h" |
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#include "avcodec.h" |
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#include "put_bits.h" |
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#include "aac.h" |
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#include "aacenc.h" |
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#include "aactab.h" |
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|
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/** bits needed to code codebook run value for long windows */ |
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static const uint8_t run_value_bits_long[64] = { |
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5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, |
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5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 10, |
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10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, |
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10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15 |
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}; |
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|
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/** bits needed to code codebook run value for short windows */ |
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static const uint8_t run_value_bits_short[16] = { |
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3, 3, 3, 3, 3, 3, 3, 6, 6, 6, 6, 6, 6, 6, 6, 9 |
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}; |
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static const uint8_t *run_value_bits[2] = { |
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run_value_bits_long, run_value_bits_short |
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}; |
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/** |
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* Quantize one coefficient. |
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* @return absolute value of the quantized coefficient |
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* @see 3GPP TS26.403 5.6.2 "Scalefactor determination" |
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*/ |
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static av_always_inline int quant(float coef, const float Q) |
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{ |
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float a = coef * Q; |
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return sqrtf(a * sqrtf(a)) + 0.4054; |
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} |
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|
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static void quantize_bands(int *out, const float *in, const float *scaled, |
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int size, float Q34, int is_signed, int maxval) |
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{ |
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int i; |
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double qc; |
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for (i = 0; i < size; i++) { |
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qc = scaled[i] * Q34; |
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out[i] = (int)FFMIN(qc + 0.4054, (double)maxval); |
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if (is_signed && in[i] < 0.0f) { |
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out[i] = -out[i]; |
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} |
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} |
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} |
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static void abs_pow34_v(float *out, const float *in, const int size) |
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{ |
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#ifndef USE_REALLY_FULL_SEARCH |
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int i; |
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for (i = 0; i < size; i++) { |
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float a = fabsf(in[i]); |
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out[i] = sqrtf(a * sqrtf(a)); |
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} |
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#endif /* USE_REALLY_FULL_SEARCH */ |
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} |
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static const uint8_t aac_cb_range [12] = {0, 3, 3, 3, 3, 9, 9, 8, 8, 13, 13, 17}; |
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static const uint8_t aac_cb_maxval[12] = {0, 1, 1, 2, 2, 4, 4, 7, 7, 12, 12, 16}; |
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|
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/** |
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* Calculate rate distortion cost for quantizing with given codebook |
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* |
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* @return quantization distortion |
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*/ |
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static av_always_inline float quantize_and_encode_band_cost_template( |
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struct AACEncContext *s, |
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PutBitContext *pb, const float *in, |
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const float *scaled, int size, int scale_idx, |
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int cb, const float lambda, const float uplim, |
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int *bits, int BT_ZERO, int BT_UNSIGNED, |
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int BT_PAIR, int BT_ESC) |
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{ |
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const int q_idx = POW_SF2_ZERO - scale_idx + SCALE_ONE_POS - SCALE_DIV_512; |
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const float Q = ff_aac_pow2sf_tab [q_idx]; |
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const float Q34 = ff_aac_pow34sf_tab[q_idx]; |
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const float IQ = ff_aac_pow2sf_tab [POW_SF2_ZERO + scale_idx - SCALE_ONE_POS + SCALE_DIV_512]; |
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const float CLIPPED_ESCAPE = 165140.0f*IQ; |
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int i, j; |
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float cost = 0; |
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const int dim = BT_PAIR ? 2 : 4; |
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int resbits = 0; |
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const int range = aac_cb_range[cb]; |
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const int maxval = aac_cb_maxval[cb]; |
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int off; |
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|
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if (BT_ZERO) { |
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for (i = 0; i < size; i++) |
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cost += in[i]*in[i]; |
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if (bits) |
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*bits = 0; |
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return cost * lambda; |
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} |
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if (!scaled) { |
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abs_pow34_v(s->scoefs, in, size); |
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scaled = s->scoefs; |
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} |
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quantize_bands(s->qcoefs, in, scaled, size, Q34, !BT_UNSIGNED, maxval); |
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if (BT_UNSIGNED) { |
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off = 0; |
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} else { |
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off = maxval; |
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} |
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for (i = 0; i < size; i += dim) { |
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const float *vec; |
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int *quants = s->qcoefs + i; |
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int curidx = 0; |
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int curbits; |
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float rd = 0.0f; |
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for (j = 0; j < dim; j++) { |
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curidx *= range; |
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curidx += quants[j] + off; |
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} |
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curbits = ff_aac_spectral_bits[cb-1][curidx]; |
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vec = &ff_aac_codebook_vectors[cb-1][curidx*dim]; |
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if (BT_UNSIGNED) { |
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for (j = 0; j < dim; j++) { |
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float t = fabsf(in[i+j]); |
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float di; |
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if (BT_ESC && vec[j] == 64.0f) { //FIXME: slow |
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if (t >= CLIPPED_ESCAPE) { |
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di = t - CLIPPED_ESCAPE; |
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curbits += 21; |
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} else { |
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int c = av_clip(quant(t, Q), 0, 8191); |
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di = t - c*cbrtf(c)*IQ; |
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curbits += av_log2(c)*2 - 4 + 1; |
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} |
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} else { |
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di = t - vec[j]*IQ; |
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} |
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if (vec[j] != 0.0f) |
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curbits++; |
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rd += di*di; |
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} |
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} else { |
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for (j = 0; j < dim; j++) { |
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float di = in[i+j] - vec[j]*IQ; |
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rd += di*di; |
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} |
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} |
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cost += rd * lambda + curbits; |
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resbits += curbits; |
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if (cost >= uplim) |
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return uplim; |
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if (pb) { |
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put_bits(pb, ff_aac_spectral_bits[cb-1][curidx], ff_aac_spectral_codes[cb-1][curidx]); |
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if (BT_UNSIGNED) |
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for (j = 0; j < dim; j++) |
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if (ff_aac_codebook_vectors[cb-1][curidx*dim+j] != 0.0f) |
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put_bits(pb, 1, in[i+j] < 0.0f); |
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if (BT_ESC) { |
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for (j = 0; j < 2; j++) { |
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if (ff_aac_codebook_vectors[cb-1][curidx*2+j] == 64.0f) { |
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int coef = av_clip(quant(fabsf(in[i+j]), Q), 0, 8191); |
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int len = av_log2(coef); |
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put_bits(pb, len - 4 + 1, (1 << (len - 4 + 1)) - 2); |
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put_bits(pb, len, coef & ((1 << len) - 1)); |
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} |
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} |
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} |
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} |
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} |
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if (bits) |
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*bits = resbits; |
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return cost; |
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} |
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#define QUANTIZE_AND_ENCODE_BAND_COST_FUNC(NAME, BT_ZERO, BT_UNSIGNED, BT_PAIR, BT_ESC) \ |
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static float quantize_and_encode_band_cost_ ## NAME( \ |
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struct AACEncContext *s, \ |
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PutBitContext *pb, const float *in, \ |
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const float *scaled, int size, int scale_idx, \ |
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int cb, const float lambda, const float uplim, \ |
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int *bits) { \ |
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return quantize_and_encode_band_cost_template( \ |
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s, pb, in, scaled, size, scale_idx, \ |
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BT_ESC ? ESC_BT : cb, lambda, uplim, bits, \ |
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BT_ZERO, BT_UNSIGNED, BT_PAIR, BT_ESC); \ |
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} |
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QUANTIZE_AND_ENCODE_BAND_COST_FUNC(ZERO, 1, 0, 0, 0) |
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QUANTIZE_AND_ENCODE_BAND_COST_FUNC(SQUAD, 0, 0, 0, 0) |
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QUANTIZE_AND_ENCODE_BAND_COST_FUNC(UQUAD, 0, 1, 0, 0) |
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QUANTIZE_AND_ENCODE_BAND_COST_FUNC(SPAIR, 0, 0, 1, 0) |
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QUANTIZE_AND_ENCODE_BAND_COST_FUNC(UPAIR, 0, 1, 1, 0) |
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QUANTIZE_AND_ENCODE_BAND_COST_FUNC(ESC, 0, 1, 1, 1) |
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static float (*const quantize_and_encode_band_cost_arr[])( |
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struct AACEncContext *s, |
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PutBitContext *pb, const float *in, |
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const float *scaled, int size, int scale_idx, |
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int cb, const float lambda, const float uplim, |
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int *bits) = { |
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quantize_and_encode_band_cost_ZERO, |
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quantize_and_encode_band_cost_SQUAD, |
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quantize_and_encode_band_cost_SQUAD, |
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quantize_and_encode_band_cost_UQUAD, |
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quantize_and_encode_band_cost_UQUAD, |
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quantize_and_encode_band_cost_SPAIR, |
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quantize_and_encode_band_cost_SPAIR, |
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quantize_and_encode_band_cost_UPAIR, |
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quantize_and_encode_band_cost_UPAIR, |
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quantize_and_encode_band_cost_UPAIR, |
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quantize_and_encode_band_cost_UPAIR, |
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quantize_and_encode_band_cost_ESC, |
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}; |
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#define quantize_and_encode_band_cost( \ |
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s, pb, in, scaled, size, scale_idx, cb, \ |
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lambda, uplim, bits) \ |
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quantize_and_encode_band_cost_arr[cb]( \ |
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s, pb, in, scaled, size, scale_idx, cb, \ |
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lambda, uplim, bits) |
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static float quantize_band_cost(struct AACEncContext *s, const float *in, |
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const float *scaled, int size, int scale_idx, |
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int cb, const float lambda, const float uplim, |
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int *bits) |
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{ |
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return quantize_and_encode_band_cost(s, NULL, in, scaled, size, scale_idx, |
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cb, lambda, uplim, bits); |
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} |
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|
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static void quantize_and_encode_band(struct AACEncContext *s, PutBitContext *pb, |
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const float *in, int size, int scale_idx, |
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int cb, const float lambda) |
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{ |
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quantize_and_encode_band_cost(s, pb, in, NULL, size, scale_idx, cb, lambda, |
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INFINITY, NULL); |
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} |
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static float find_max_val(int group_len, int swb_size, const float *scaled) { |
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float maxval = 0.0f; |
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int w2, i; |
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for (w2 = 0; w2 < group_len; w2++) { |
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for (i = 0; i < swb_size; i++) { |
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maxval = FFMAX(maxval, scaled[w2*128+i]); |
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} |
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} |
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return maxval; |
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} |
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|
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static int find_min_book(float maxval, int sf) { |
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float Q = ff_aac_pow2sf_tab[POW_SF2_ZERO - sf + SCALE_ONE_POS - SCALE_DIV_512]; |
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float Q34 = sqrtf(Q * sqrtf(Q)); |
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int qmaxval, cb; |
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qmaxval = maxval * Q34 + 0.4054f; |
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if (qmaxval == 0) cb = 0; |
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else if (qmaxval == 1) cb = 1; |
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else if (qmaxval == 2) cb = 3; |
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else if (qmaxval <= 4) cb = 5; |
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else if (qmaxval <= 7) cb = 7; |
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else if (qmaxval <= 12) cb = 9; |
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else cb = 11; |
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return cb; |
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} |
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/** |
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* structure used in optimal codebook search |
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*/ |
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typedef struct BandCodingPath { |
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int prev_idx; ///< pointer to the previous path point |
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float cost; ///< path cost |
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int run; |
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} BandCodingPath; |
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|
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/** |
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* Encode band info for single window group bands. |
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*/ |
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static void encode_window_bands_info(AACEncContext *s, SingleChannelElement *sce, |
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int win, int group_len, const float lambda) |
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{ |
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BandCodingPath path[120][12]; |
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int w, swb, cb, start, size; |
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int i, j; |
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const int max_sfb = sce->ics.max_sfb; |
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const int run_bits = sce->ics.num_windows == 1 ? 5 : 3; |
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const int run_esc = (1 << run_bits) - 1; |
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int idx, ppos, count; |
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int stackrun[120], stackcb[120], stack_len; |
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float next_minrd = INFINITY; |
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int next_mincb = 0; |
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|
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abs_pow34_v(s->scoefs, sce->coeffs, 1024); |
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start = win*128; |
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for (cb = 0; cb < 12; cb++) { |
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path[0][cb].cost = 0.0f; |
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path[0][cb].prev_idx = -1; |
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path[0][cb].run = 0; |
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} |
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for (swb = 0; swb < max_sfb; swb++) { |
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size = sce->ics.swb_sizes[swb]; |
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if (sce->zeroes[win*16 + swb]) { |
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for (cb = 0; cb < 12; cb++) { |
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path[swb+1][cb].prev_idx = cb; |
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path[swb+1][cb].cost = path[swb][cb].cost; |
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path[swb+1][cb].run = path[swb][cb].run + 1; |
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} |
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} else { |
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float minrd = next_minrd; |
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int mincb = next_mincb; |
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next_minrd = INFINITY; |
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next_mincb = 0; |
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for (cb = 0; cb < 12; cb++) { |
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float cost_stay_here, cost_get_here; |
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float rd = 0.0f; |
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for (w = 0; w < group_len; w++) { |
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FFPsyBand *band = &s->psy.ch[s->cur_channel].psy_bands[(win+w)*16+swb]; |
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rd += quantize_band_cost(s, sce->coeffs + start + w*128, |
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s->scoefs + start + w*128, size, |
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sce->sf_idx[(win+w)*16+swb], cb, |
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lambda / band->threshold, INFINITY, NULL); |
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} |
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cost_stay_here = path[swb][cb].cost + rd; |
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cost_get_here = minrd + rd + run_bits + 4; |
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if ( run_value_bits[sce->ics.num_windows == 8][path[swb][cb].run] |
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!= run_value_bits[sce->ics.num_windows == 8][path[swb][cb].run+1]) |
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cost_stay_here += run_bits; |
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if (cost_get_here < cost_stay_here) { |
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path[swb+1][cb].prev_idx = mincb; |
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path[swb+1][cb].cost = cost_get_here; |
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path[swb+1][cb].run = 1; |
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} else { |
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path[swb+1][cb].prev_idx = cb; |
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path[swb+1][cb].cost = cost_stay_here; |
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path[swb+1][cb].run = path[swb][cb].run + 1; |
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} |
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if (path[swb+1][cb].cost < next_minrd) { |
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next_minrd = path[swb+1][cb].cost; |
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next_mincb = cb; |
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} |
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} |
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} |
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start += sce->ics.swb_sizes[swb]; |
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} |
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|
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//convert resulting path from backward-linked list |
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stack_len = 0; |
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idx = 0; |
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for (cb = 1; cb < 12; cb++) |
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if (path[max_sfb][cb].cost < path[max_sfb][idx].cost) |
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idx = cb; |
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ppos = max_sfb; |
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while (ppos > 0) { |
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cb = idx; |
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stackrun[stack_len] = path[ppos][cb].run; |
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stackcb [stack_len] = cb; |
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idx = path[ppos-path[ppos][cb].run+1][cb].prev_idx; |
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ppos -= path[ppos][cb].run; |
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stack_len++; |
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} |
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//perform actual band info encoding |
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start = 0; |
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for (i = stack_len - 1; i >= 0; i--) { |
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put_bits(&s->pb, 4, stackcb[i]); |
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count = stackrun[i]; |
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memset(sce->zeroes + win*16 + start, !stackcb[i], count); |
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//XXX: memset when band_type is also uint8_t |
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for (j = 0; j < count; j++) { |
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sce->band_type[win*16 + start] = stackcb[i]; |
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start++; |
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} |
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while (count >= run_esc) { |
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put_bits(&s->pb, run_bits, run_esc); |
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count -= run_esc; |
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} |
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put_bits(&s->pb, run_bits, count); |
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} |
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} |
|
|
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static void codebook_trellis_rate(AACEncContext *s, SingleChannelElement *sce, |
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int win, int group_len, const float lambda) |
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{ |
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BandCodingPath path[120][12]; |
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int w, swb, cb, start, size; |
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int i, j; |
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const int max_sfb = sce->ics.max_sfb; |
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const int run_bits = sce->ics.num_windows == 1 ? 5 : 3; |
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const int run_esc = (1 << run_bits) - 1; |
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int idx, ppos, count; |
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int stackrun[120], stackcb[120], stack_len; |
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float next_minbits = INFINITY; |
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int next_mincb = 0; |
|
|
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abs_pow34_v(s->scoefs, sce->coeffs, 1024); |
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start = win*128; |
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for (cb = 0; cb < 12; cb++) { |
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path[0][cb].cost = run_bits+4; |
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path[0][cb].prev_idx = -1; |
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path[0][cb].run = 0; |
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} |
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for (swb = 0; swb < max_sfb; swb++) { |
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size = sce->ics.swb_sizes[swb]; |
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if (sce->zeroes[win*16 + swb]) { |
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float cost_stay_here = path[swb][0].cost; |
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float cost_get_here = next_minbits + run_bits + 4; |
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if ( run_value_bits[sce->ics.num_windows == 8][path[swb][0].run] |
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!= run_value_bits[sce->ics.num_windows == 8][path[swb][0].run+1]) |
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cost_stay_here += run_bits; |
|
if (cost_get_here < cost_stay_here) { |
|
path[swb+1][0].prev_idx = next_mincb; |
|
path[swb+1][0].cost = cost_get_here; |
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path[swb+1][0].run = 1; |
|
} else { |
|
path[swb+1][0].prev_idx = 0; |
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path[swb+1][0].cost = cost_stay_here; |
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path[swb+1][0].run = path[swb][0].run + 1; |
|
} |
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next_minbits = path[swb+1][0].cost; |
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next_mincb = 0; |
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for (cb = 1; cb < 12; cb++) { |
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path[swb+1][cb].cost = 61450; |
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path[swb+1][cb].prev_idx = -1; |
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path[swb+1][cb].run = 0; |
|
} |
|
} else { |
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float minbits = next_minbits; |
|
int mincb = next_mincb; |
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int startcb = sce->band_type[win*16+swb]; |
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next_minbits = INFINITY; |
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next_mincb = 0; |
|
for (cb = 0; cb < startcb; cb++) { |
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path[swb+1][cb].cost = 61450; |
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path[swb+1][cb].prev_idx = -1; |
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path[swb+1][cb].run = 0; |
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} |
|
for (cb = startcb; cb < 12; cb++) { |
|
float cost_stay_here, cost_get_here; |
|
float bits = 0.0f; |
|
for (w = 0; w < group_len; w++) { |
|
bits += quantize_band_cost(s, sce->coeffs + start + w*128, |
|
s->scoefs + start + w*128, size, |
|
sce->sf_idx[(win+w)*16+swb], cb, |
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0, INFINITY, NULL); |
|
} |
|
cost_stay_here = path[swb][cb].cost + bits; |
|
cost_get_here = minbits + bits + run_bits + 4; |
|
if ( run_value_bits[sce->ics.num_windows == 8][path[swb][cb].run] |
|
!= run_value_bits[sce->ics.num_windows == 8][path[swb][cb].run+1]) |
|
cost_stay_here += run_bits; |
|
if (cost_get_here < cost_stay_here) { |
|
path[swb+1][cb].prev_idx = mincb; |
|
path[swb+1][cb].cost = cost_get_here; |
|
path[swb+1][cb].run = 1; |
|
} else { |
|
path[swb+1][cb].prev_idx = cb; |
|
path[swb+1][cb].cost = cost_stay_here; |
|
path[swb+1][cb].run = path[swb][cb].run + 1; |
|
} |
|
if (path[swb+1][cb].cost < next_minbits) { |
|
next_minbits = path[swb+1][cb].cost; |
|
next_mincb = cb; |
|
} |
|
} |
|
} |
|
start += sce->ics.swb_sizes[swb]; |
|
} |
|
|
|
//convert resulting path from backward-linked list |
|
stack_len = 0; |
|
idx = 0; |
|
for (cb = 1; cb < 12; cb++) |
|
if (path[max_sfb][cb].cost < path[max_sfb][idx].cost) |
|
idx = cb; |
|
ppos = max_sfb; |
|
while (ppos > 0) { |
|
assert(idx >= 0); |
|
cb = idx; |
|
stackrun[stack_len] = path[ppos][cb].run; |
|
stackcb [stack_len] = cb; |
|
idx = path[ppos-path[ppos][cb].run+1][cb].prev_idx; |
|
ppos -= path[ppos][cb].run; |
|
stack_len++; |
|
} |
|
//perform actual band info encoding |
|
start = 0; |
|
for (i = stack_len - 1; i >= 0; i--) { |
|
put_bits(&s->pb, 4, stackcb[i]); |
|
count = stackrun[i]; |
|
memset(sce->zeroes + win*16 + start, !stackcb[i], count); |
|
//XXX: memset when band_type is also uint8_t |
|
for (j = 0; j < count; j++) { |
|
sce->band_type[win*16 + start] = stackcb[i]; |
|
start++; |
|
} |
|
while (count >= run_esc) { |
|
put_bits(&s->pb, run_bits, run_esc); |
|
count -= run_esc; |
|
} |
|
put_bits(&s->pb, run_bits, count); |
|
} |
|
} |
|
|
|
/** Return the minimum scalefactor where the quantized coef does not clip. */ |
|
static av_always_inline uint8_t coef2minsf(float coef) { |
|
return av_clip_uint8(log2f(coef)*4 - 69 + SCALE_ONE_POS - SCALE_DIV_512); |
|
} |
|
|
|
/** Return the maximum scalefactor where the quantized coef is not zero. */ |
|
static av_always_inline uint8_t coef2maxsf(float coef) { |
|
return av_clip_uint8(log2f(coef)*4 + 6 + SCALE_ONE_POS - SCALE_DIV_512); |
|
} |
|
|
|
typedef struct TrellisPath { |
|
float cost; |
|
int prev; |
|
} TrellisPath; |
|
|
|
#define TRELLIS_STAGES 121 |
|
#define TRELLIS_STATES (SCALE_MAX_DIFF+1) |
|
|
|
static void search_for_quantizers_anmr(AVCodecContext *avctx, AACEncContext *s, |
|
SingleChannelElement *sce, |
|
const float lambda) |
|
{ |
|
int q, w, w2, g, start = 0; |
|
int i, j; |
|
int idx; |
|
TrellisPath paths[TRELLIS_STAGES][TRELLIS_STATES]; |
|
int bandaddr[TRELLIS_STAGES]; |
|
int minq; |
|
float mincost; |
|
float q0f = FLT_MAX, q1f = 0.0f, qnrgf = 0.0f; |
|
int q0, q1, qcnt = 0; |
|
|
|
for (i = 0; i < 1024; i++) { |
|
float t = fabsf(sce->coeffs[i]); |
|
if (t > 0.0f) { |
|
q0f = FFMIN(q0f, t); |
|
q1f = FFMAX(q1f, t); |
|
qnrgf += t*t; |
|
qcnt++; |
|
} |
|
} |
|
|
|
if (!qcnt) { |
|
memset(sce->sf_idx, 0, sizeof(sce->sf_idx)); |
|
memset(sce->zeroes, 1, sizeof(sce->zeroes)); |
|
return; |
|
} |
|
|
|
//minimum scalefactor index is when minimum nonzero coefficient after quantizing is not clipped |
|
q0 = coef2minsf(q0f); |
|
//maximum scalefactor index is when maximum coefficient after quantizing is still not zero |
|
q1 = coef2maxsf(q1f); |
|
//av_log(NULL, AV_LOG_ERROR, "q0 %d, q1 %d\n", q0, q1); |
|
if (q1 - q0 > 60) { |
|
int q0low = q0; |
|
int q1high = q1; |
|
//minimum scalefactor index is when maximum nonzero coefficient after quantizing is not clipped |
|
int qnrg = av_clip_uint8(log2f(sqrtf(qnrgf/qcnt))*4 - 31 + SCALE_ONE_POS - SCALE_DIV_512); |
|
q1 = qnrg + 30; |
|
q0 = qnrg - 30; |
|
//av_log(NULL, AV_LOG_ERROR, "q0 %d, q1 %d\n", q0, q1); |
|
if (q0 < q0low) { |
|
q1 += q0low - q0; |
|
q0 = q0low; |
|
} else if (q1 > q1high) { |
|
q0 -= q1 - q1high; |
|
q1 = q1high; |
|
} |
|
} |
|
//av_log(NULL, AV_LOG_ERROR, "q0 %d, q1 %d\n", q0, q1); |
|
|
|
for (i = 0; i < TRELLIS_STATES; i++) { |
|
paths[0][i].cost = 0.0f; |
|
paths[0][i].prev = -1; |
|
} |
|
for (j = 1; j < TRELLIS_STAGES; j++) { |
|
for (i = 0; i < TRELLIS_STATES; i++) { |
|
paths[j][i].cost = INFINITY; |
|
paths[j][i].prev = -2; |
|
} |
|
} |
|
idx = 1; |
|
abs_pow34_v(s->scoefs, sce->coeffs, 1024); |
|
for (w = 0; w < sce->ics.num_windows; w += sce->ics.group_len[w]) { |
|
start = w*128; |
|
for (g = 0; g < sce->ics.num_swb; g++) { |
|
const float *coefs = sce->coeffs + start; |
|
float qmin, qmax; |
|
int nz = 0; |
|
|
|
bandaddr[idx] = w * 16 + g; |
|
qmin = INT_MAX; |
|
qmax = 0.0f; |
|
for (w2 = 0; w2 < sce->ics.group_len[w]; w2++) { |
|
FFPsyBand *band = &s->psy.ch[s->cur_channel].psy_bands[(w+w2)*16+g]; |
|
if (band->energy <= band->threshold || band->threshold == 0.0f) { |
|
sce->zeroes[(w+w2)*16+g] = 1; |
|
continue; |
|
} |
|
sce->zeroes[(w+w2)*16+g] = 0; |
|
nz = 1; |
|
for (i = 0; i < sce->ics.swb_sizes[g]; i++) { |
|
float t = fabsf(coefs[w2*128+i]); |
|
if (t > 0.0f) |
|
qmin = FFMIN(qmin, t); |
|
qmax = FFMAX(qmax, t); |
|
} |
|
} |
|
if (nz) { |
|
int minscale, maxscale; |
|
float minrd = INFINITY; |
|
float maxval; |
|
//minimum scalefactor index is when minimum nonzero coefficient after quantizing is not clipped |
|
minscale = coef2minsf(qmin); |
|
//maximum scalefactor index is when maximum coefficient after quantizing is still not zero |
|
maxscale = coef2maxsf(qmax); |
|
minscale = av_clip(minscale - q0, 0, TRELLIS_STATES - 1); |
|
maxscale = av_clip(maxscale - q0, 0, TRELLIS_STATES); |
|
maxval = find_max_val(sce->ics.group_len[w], sce->ics.swb_sizes[g], s->scoefs+start); |
|
for (q = minscale; q < maxscale; q++) { |
|
float dist = 0; |
|
int cb = find_min_book(maxval, sce->sf_idx[w*16+g]); |
|
for (w2 = 0; w2 < sce->ics.group_len[w]; w2++) { |
|
FFPsyBand *band = &s->psy.ch[s->cur_channel].psy_bands[(w+w2)*16+g]; |
|
dist += quantize_band_cost(s, coefs + w2*128, s->scoefs + start + w2*128, sce->ics.swb_sizes[g], |
|
q + q0, cb, lambda / band->threshold, INFINITY, NULL); |
|
} |
|
minrd = FFMIN(minrd, dist); |
|
|
|
for (i = 0; i < q1 - q0; i++) { |
|
float cost; |
|
cost = paths[idx - 1][i].cost + dist |
|
+ ff_aac_scalefactor_bits[q - i + SCALE_DIFF_ZERO]; |
|
if (cost < paths[idx][q].cost) { |
|
paths[idx][q].cost = cost; |
|
paths[idx][q].prev = i; |
|
} |
|
} |
|
} |
|
} else { |
|
for (q = 0; q < q1 - q0; q++) { |
|
paths[idx][q].cost = paths[idx - 1][q].cost + 1; |
|
paths[idx][q].prev = q; |
|
} |
|
} |
|
sce->zeroes[w*16+g] = !nz; |
|
start += sce->ics.swb_sizes[g]; |
|
idx++; |
|
} |
|
} |
|
idx--; |
|
mincost = paths[idx][0].cost; |
|
minq = 0; |
|
for (i = 1; i < TRELLIS_STATES; i++) { |
|
if (paths[idx][i].cost < mincost) { |
|
mincost = paths[idx][i].cost; |
|
minq = i; |
|
} |
|
} |
|
while (idx) { |
|
sce->sf_idx[bandaddr[idx]] = minq + q0; |
|
minq = paths[idx][minq].prev; |
|
idx--; |
|
} |
|
//set the same quantizers inside window groups |
|
for (w = 0; w < sce->ics.num_windows; w += sce->ics.group_len[w]) |
|
for (g = 0; g < sce->ics.num_swb; g++) |
|
for (w2 = 1; w2 < sce->ics.group_len[w]; w2++) |
|
sce->sf_idx[(w+w2)*16+g] = sce->sf_idx[w*16+g]; |
|
} |
|
|
|
/** |
|
* two-loop quantizers search taken from ISO 13818-7 Appendix C |
|
*/ |
|
static void search_for_quantizers_twoloop(AVCodecContext *avctx, |
|
AACEncContext *s, |
|
SingleChannelElement *sce, |
|
const float lambda) |
|
{ |
|
int start = 0, i, w, w2, g; |
|
int destbits = avctx->bit_rate * 1024.0 / avctx->sample_rate / avctx->channels; |
|
float dists[128] = { 0 }, uplims[128]; |
|
float maxvals[128]; |
|
int fflag, minscaler; |
|
int its = 0; |
|
int allz = 0; |
|
float minthr = INFINITY; |
|
|
|
// for values above this the decoder might end up in an endless loop |
|
// due to always having more bits than what can be encoded. |
|
destbits = FFMIN(destbits, 5800); |
|
//XXX: some heuristic to determine initial quantizers will reduce search time |
|
//determine zero bands and upper limits |
|
for (w = 0; w < sce->ics.num_windows; w += sce->ics.group_len[w]) { |
|
for (g = 0; g < sce->ics.num_swb; g++) { |
|
int nz = 0; |
|
float uplim = 0.0f; |
|
for (w2 = 0; w2 < sce->ics.group_len[w]; w2++) { |
|
FFPsyBand *band = &s->psy.ch[s->cur_channel].psy_bands[(w+w2)*16+g]; |
|
uplim += band->threshold; |
|
if (band->energy <= band->threshold || band->threshold == 0.0f) { |
|
sce->zeroes[(w+w2)*16+g] = 1; |
|
continue; |
|
} |
|
nz = 1; |
|
} |
|
uplims[w*16+g] = uplim *512; |
|
sce->zeroes[w*16+g] = !nz; |
|
if (nz) |
|
minthr = FFMIN(minthr, uplim); |
|
allz |= nz; |
|
} |
|
} |
|
for (w = 0; w < sce->ics.num_windows; w += sce->ics.group_len[w]) { |
|
for (g = 0; g < sce->ics.num_swb; g++) { |
|
if (sce->zeroes[w*16+g]) { |
|
sce->sf_idx[w*16+g] = SCALE_ONE_POS; |
|
continue; |
|
} |
|
sce->sf_idx[w*16+g] = SCALE_ONE_POS + FFMIN(log2f(uplims[w*16+g]/minthr)*4,59); |
|
} |
|
} |
|
|
|
if (!allz) |
|
return; |
|
abs_pow34_v(s->scoefs, sce->coeffs, 1024); |
|
|
|
for (w = 0; w < sce->ics.num_windows; w += sce->ics.group_len[w]) { |
|
start = w*128; |
|
for (g = 0; g < sce->ics.num_swb; g++) { |
|
const float *scaled = s->scoefs + start; |
|
maxvals[w*16+g] = find_max_val(sce->ics.group_len[w], sce->ics.swb_sizes[g], scaled); |
|
start += sce->ics.swb_sizes[g]; |
|
} |
|
} |
|
|
|
//perform two-loop search |
|
//outer loop - improve quality |
|
do { |
|
int tbits, qstep; |
|
minscaler = sce->sf_idx[0]; |
|
//inner loop - quantize spectrum to fit into given number of bits |
|
qstep = its ? 1 : 32; |
|
do { |
|
int prev = -1; |
|
tbits = 0; |
|
fflag = 0; |
|
for (w = 0; w < sce->ics.num_windows; w += sce->ics.group_len[w]) { |
|
start = w*128; |
|
for (g = 0; g < sce->ics.num_swb; g++) { |
|
const float *coefs = sce->coeffs + start; |
|
const float *scaled = s->scoefs + start; |
|
int bits = 0; |
|
int cb; |
|
float dist = 0.0f; |
|
|
|
if (sce->zeroes[w*16+g] || sce->sf_idx[w*16+g] >= 218) { |
|
start += sce->ics.swb_sizes[g]; |
|
continue; |
|
} |
|
minscaler = FFMIN(minscaler, sce->sf_idx[w*16+g]); |
|
cb = find_min_book(maxvals[w*16+g], sce->sf_idx[w*16+g]); |
|
for (w2 = 0; w2 < sce->ics.group_len[w]; w2++) { |
|
int b; |
|
dist += quantize_band_cost(s, coefs + w2*128, |
|
scaled + w2*128, |
|
sce->ics.swb_sizes[g], |
|
sce->sf_idx[w*16+g], |
|
cb, |
|
1.0f, |
|
INFINITY, |
|
&b); |
|
bits += b; |
|
} |
|
dists[w*16+g] = dist - bits; |
|
if (prev != -1) { |
|
bits += ff_aac_scalefactor_bits[sce->sf_idx[w*16+g] - prev + SCALE_DIFF_ZERO]; |
|
} |
|
tbits += bits; |
|
start += sce->ics.swb_sizes[g]; |
|
prev = sce->sf_idx[w*16+g]; |
|
} |
|
} |
|
if (tbits > destbits) { |
|
for (i = 0; i < 128; i++) |
|
if (sce->sf_idx[i] < 218 - qstep) |
|
sce->sf_idx[i] += qstep; |
|
} else { |
|
for (i = 0; i < 128; i++) |
|
if (sce->sf_idx[i] > 60 - qstep) |
|
sce->sf_idx[i] -= qstep; |
|
} |
|
qstep >>= 1; |
|
if (!qstep && tbits > destbits*1.02 && sce->sf_idx[0] < 217) |
|
qstep = 1; |
|
} while (qstep); |
|
|
|
fflag = 0; |
|
minscaler = av_clip(minscaler, 60, 255 - SCALE_MAX_DIFF); |
|
for (w = 0; w < sce->ics.num_windows; w += sce->ics.group_len[w]) { |
|
for (g = 0; g < sce->ics.num_swb; g++) { |
|
int prevsc = sce->sf_idx[w*16+g]; |
|
if (dists[w*16+g] > uplims[w*16+g] && sce->sf_idx[w*16+g] > 60) { |
|
if (find_min_book(maxvals[w*16+g], sce->sf_idx[w*16+g]-1)) |
|
sce->sf_idx[w*16+g]--; |
|
else //Try to make sure there is some energy in every band |
|
sce->sf_idx[w*16+g]-=2; |
|
} |
|
sce->sf_idx[w*16+g] = av_clip(sce->sf_idx[w*16+g], minscaler, minscaler + SCALE_MAX_DIFF); |
|
sce->sf_idx[w*16+g] = FFMIN(sce->sf_idx[w*16+g], 219); |
|
if (sce->sf_idx[w*16+g] != prevsc) |
|
fflag = 1; |
|
sce->band_type[w*16+g] = find_min_book(maxvals[w*16+g], sce->sf_idx[w*16+g]); |
|
} |
|
} |
|
its++; |
|
} while (fflag && its < 10); |
|
} |
|
|
|
static void search_for_quantizers_faac(AVCodecContext *avctx, AACEncContext *s, |
|
SingleChannelElement *sce, |
|
const float lambda) |
|
{ |
|
int start = 0, i, w, w2, g; |
|
float uplim[128], maxq[128]; |
|
int minq, maxsf; |
|
float distfact = ((sce->ics.num_windows > 1) ? 85.80 : 147.84) / lambda; |
|
int last = 0, lastband = 0, curband = 0; |
|
float avg_energy = 0.0; |
|
if (sce->ics.num_windows == 1) { |
|
start = 0; |
|
for (i = 0; i < 1024; i++) { |
|
if (i - start >= sce->ics.swb_sizes[curband]) { |
|
start += sce->ics.swb_sizes[curband]; |
|
curband++; |
|
} |
|
if (sce->coeffs[i]) { |
|
avg_energy += sce->coeffs[i] * sce->coeffs[i]; |
|
last = i; |
|
lastband = curband; |
|
} |
|
} |
|
} else { |
|
for (w = 0; w < 8; w++) { |
|
const float *coeffs = sce->coeffs + w*128; |
|
start = 0; |
|
for (i = 0; i < 128; i++) { |
|
if (i - start >= sce->ics.swb_sizes[curband]) { |
|
start += sce->ics.swb_sizes[curband]; |
|
curband++; |
|
} |
|
if (coeffs[i]) { |
|
avg_energy += coeffs[i] * coeffs[i]; |
|
last = FFMAX(last, i); |
|
lastband = FFMAX(lastband, curband); |
|
} |
|
} |
|
} |
|
} |
|
last++; |
|
avg_energy /= last; |
|
if (avg_energy == 0.0f) { |
|
for (i = 0; i < FF_ARRAY_ELEMS(sce->sf_idx); i++) |
|
sce->sf_idx[i] = SCALE_ONE_POS; |
|
return; |
|
} |
|
for (w = 0; w < sce->ics.num_windows; w += sce->ics.group_len[w]) { |
|
start = w*128; |
|
for (g = 0; g < sce->ics.num_swb; g++) { |
|
float *coefs = sce->coeffs + start; |
|
const int size = sce->ics.swb_sizes[g]; |
|
int start2 = start, end2 = start + size, peakpos = start; |
|
float maxval = -1, thr = 0.0f, t; |
|
maxq[w*16+g] = 0.0f; |
|
if (g > lastband) { |
|
maxq[w*16+g] = 0.0f; |
|
start += size; |
|
for (w2 = 0; w2 < sce->ics.group_len[w]; w2++) |
|
memset(coefs + w2*128, 0, sizeof(coefs[0])*size); |
|
continue; |
|
} |
|
for (w2 = 0; w2 < sce->ics.group_len[w]; w2++) { |
|
for (i = 0; i < size; i++) { |
|
float t = coefs[w2*128+i]*coefs[w2*128+i]; |
|
maxq[w*16+g] = FFMAX(maxq[w*16+g], fabsf(coefs[w2*128 + i])); |
|
thr += t; |
|
if (sce->ics.num_windows == 1 && maxval < t) { |
|
maxval = t; |
|
peakpos = start+i; |
|
} |
|
} |
|
} |
|
if (sce->ics.num_windows == 1) { |
|
start2 = FFMAX(peakpos - 2, start2); |
|
end2 = FFMIN(peakpos + 3, end2); |
|
} else { |
|
start2 -= start; |
|
end2 -= start; |
|
} |
|
start += size; |
|
thr = pow(thr / (avg_energy * (end2 - start2)), 0.3 + 0.1*(lastband - g) / lastband); |
|
t = 1.0 - (1.0 * start2 / last); |
|
uplim[w*16+g] = distfact / (1.4 * thr + t*t*t + 0.075); |
|
} |
|
} |
|
memset(sce->sf_idx, 0, sizeof(sce->sf_idx)); |
|
abs_pow34_v(s->scoefs, sce->coeffs, 1024); |
|
for (w = 0; w < sce->ics.num_windows; w += sce->ics.group_len[w]) { |
|
start = w*128; |
|
for (g = 0; g < sce->ics.num_swb; g++) { |
|
const float *coefs = sce->coeffs + start; |
|
const float *scaled = s->scoefs + start; |
|
const int size = sce->ics.swb_sizes[g]; |
|
int scf, prev_scf, step; |
|
int min_scf = -1, max_scf = 256; |
|
float curdiff; |
|
if (maxq[w*16+g] < 21.544) { |
|
sce->zeroes[w*16+g] = 1; |
|
start += size; |
|
continue; |
|
} |
|
sce->zeroes[w*16+g] = 0; |
|
scf = prev_scf = av_clip(SCALE_ONE_POS - SCALE_DIV_512 - log2f(1/maxq[w*16+g])*16/3, 60, 218); |
|
step = 16; |
|
for (;;) { |
|
float dist = 0.0f; |
|
int quant_max; |
|
|
|
for (w2 = 0; w2 < sce->ics.group_len[w]; w2++) { |
|
int b; |
|
dist += quantize_band_cost(s, coefs + w2*128, |
|
scaled + w2*128, |
|
sce->ics.swb_sizes[g], |
|
scf, |
|
ESC_BT, |
|
lambda, |
|
INFINITY, |
|
&b); |
|
dist -= b; |
|
} |
|
dist *= 1.0f / 512.0f / lambda; |
|
quant_max = quant(maxq[w*16+g], ff_aac_pow2sf_tab[POW_SF2_ZERO - scf + SCALE_ONE_POS - SCALE_DIV_512]); |
|
if (quant_max >= 8191) { // too much, return to the previous quantizer |
|
sce->sf_idx[w*16+g] = prev_scf; |
|
break; |
|
} |
|
prev_scf = scf; |
|
curdiff = fabsf(dist - uplim[w*16+g]); |
|
if (curdiff <= 1.0f) |
|
step = 0; |
|
else |
|
step = log2f(curdiff); |
|
if (dist > uplim[w*16+g]) |
|
step = -step; |
|
scf += step; |
|
scf = av_clip_uint8(scf); |
|
step = scf - prev_scf; |
|
if (FFABS(step) <= 1 || (step > 0 && scf >= max_scf) || (step < 0 && scf <= min_scf)) { |
|
sce->sf_idx[w*16+g] = av_clip(scf, min_scf, max_scf); |
|
break; |
|
} |
|
if (step > 0) |
|
min_scf = prev_scf; |
|
else |
|
max_scf = prev_scf; |
|
} |
|
start += size; |
|
} |
|
} |
|
minq = sce->sf_idx[0] ? sce->sf_idx[0] : INT_MAX; |
|
for (i = 1; i < 128; i++) { |
|
if (!sce->sf_idx[i]) |
|
sce->sf_idx[i] = sce->sf_idx[i-1]; |
|
else |
|
minq = FFMIN(minq, sce->sf_idx[i]); |
|
} |
|
if (minq == INT_MAX) |
|
minq = 0; |
|
minq = FFMIN(minq, SCALE_MAX_POS); |
|
maxsf = FFMIN(minq + SCALE_MAX_DIFF, SCALE_MAX_POS); |
|
for (i = 126; i >= 0; i--) { |
|
if (!sce->sf_idx[i]) |
|
sce->sf_idx[i] = sce->sf_idx[i+1]; |
|
sce->sf_idx[i] = av_clip(sce->sf_idx[i], minq, maxsf); |
|
} |
|
} |
|
|
|
static void search_for_quantizers_fast(AVCodecContext *avctx, AACEncContext *s, |
|
SingleChannelElement *sce, |
|
const float lambda) |
|
{ |
|
int i, w, w2, g; |
|
int minq = 255; |
|
|
|
memset(sce->sf_idx, 0, sizeof(sce->sf_idx)); |
|
for (w = 0; w < sce->ics.num_windows; w += sce->ics.group_len[w]) { |
|
for (g = 0; g < sce->ics.num_swb; g++) { |
|
for (w2 = 0; w2 < sce->ics.group_len[w]; w2++) { |
|
FFPsyBand *band = &s->psy.ch[s->cur_channel].psy_bands[(w+w2)*16+g]; |
|
if (band->energy <= band->threshold) { |
|
sce->sf_idx[(w+w2)*16+g] = 218; |
|
sce->zeroes[(w+w2)*16+g] = 1; |
|
} else { |
|
sce->sf_idx[(w+w2)*16+g] = av_clip(SCALE_ONE_POS - SCALE_DIV_512 + log2f(band->threshold), 80, 218); |
|
sce->zeroes[(w+w2)*16+g] = 0; |
|
} |
|
minq = FFMIN(minq, sce->sf_idx[(w+w2)*16+g]); |
|
} |
|
} |
|
} |
|
for (i = 0; i < 128; i++) { |
|
sce->sf_idx[i] = 140; |
|
//av_clip(sce->sf_idx[i], minq, minq + SCALE_MAX_DIFF - 1); |
|
} |
|
//set the same quantizers inside window groups |
|
for (w = 0; w < sce->ics.num_windows; w += sce->ics.group_len[w]) |
|
for (g = 0; g < sce->ics.num_swb; g++) |
|
for (w2 = 1; w2 < sce->ics.group_len[w]; w2++) |
|
sce->sf_idx[(w+w2)*16+g] = sce->sf_idx[w*16+g]; |
|
} |
|
|
|
static void search_for_ms(AACEncContext *s, ChannelElement *cpe, |
|
const float lambda) |
|
{ |
|
int start = 0, i, w, w2, g; |
|
float M[128], S[128]; |
|
float *L34 = s->scoefs, *R34 = s->scoefs + 128, *M34 = s->scoefs + 128*2, *S34 = s->scoefs + 128*3; |
|
SingleChannelElement *sce0 = &cpe->ch[0]; |
|
SingleChannelElement *sce1 = &cpe->ch[1]; |
|
if (!cpe->common_window) |
|
return; |
|
for (w = 0; w < sce0->ics.num_windows; w += sce0->ics.group_len[w]) { |
|
for (g = 0; g < sce0->ics.num_swb; g++) { |
|
if (!cpe->ch[0].zeroes[w*16+g] && !cpe->ch[1].zeroes[w*16+g]) { |
|
float dist1 = 0.0f, dist2 = 0.0f; |
|
for (w2 = 0; w2 < sce0->ics.group_len[w]; w2++) { |
|
FFPsyBand *band0 = &s->psy.ch[s->cur_channel+0].psy_bands[(w+w2)*16+g]; |
|
FFPsyBand *band1 = &s->psy.ch[s->cur_channel+1].psy_bands[(w+w2)*16+g]; |
|
float minthr = FFMIN(band0->threshold, band1->threshold); |
|
float maxthr = FFMAX(band0->threshold, band1->threshold); |
|
for (i = 0; i < sce0->ics.swb_sizes[g]; i++) { |
|
M[i] = (sce0->coeffs[start+w2*128+i] |
|
+ sce1->coeffs[start+w2*128+i]) * 0.5; |
|
S[i] = M[i] |
|
- sce1->coeffs[start+w2*128+i]; |
|
} |
|
abs_pow34_v(L34, sce0->coeffs+start+w2*128, sce0->ics.swb_sizes[g]); |
|
abs_pow34_v(R34, sce1->coeffs+start+w2*128, sce0->ics.swb_sizes[g]); |
|
abs_pow34_v(M34, M, sce0->ics.swb_sizes[g]); |
|
abs_pow34_v(S34, S, sce0->ics.swb_sizes[g]); |
|
dist1 += quantize_band_cost(s, sce0->coeffs + start + w2*128, |
|
L34, |
|
sce0->ics.swb_sizes[g], |
|
sce0->sf_idx[(w+w2)*16+g], |
|
sce0->band_type[(w+w2)*16+g], |
|
lambda / band0->threshold, INFINITY, NULL); |
|
dist1 += quantize_band_cost(s, sce1->coeffs + start + w2*128, |
|
R34, |
|
sce1->ics.swb_sizes[g], |
|
sce1->sf_idx[(w+w2)*16+g], |
|
sce1->band_type[(w+w2)*16+g], |
|
lambda / band1->threshold, INFINITY, NULL); |
|
dist2 += quantize_band_cost(s, M, |
|
M34, |
|
sce0->ics.swb_sizes[g], |
|
sce0->sf_idx[(w+w2)*16+g], |
|
sce0->band_type[(w+w2)*16+g], |
|
lambda / maxthr, INFINITY, NULL); |
|
dist2 += quantize_band_cost(s, S, |
|
S34, |
|
sce1->ics.swb_sizes[g], |
|
sce1->sf_idx[(w+w2)*16+g], |
|
sce1->band_type[(w+w2)*16+g], |
|
lambda / minthr, INFINITY, NULL); |
|
} |
|
cpe->ms_mask[w*16+g] = dist2 < dist1; |
|
} |
|
start += sce0->ics.swb_sizes[g]; |
|
} |
|
} |
|
} |
|
|
|
AACCoefficientsEncoder ff_aac_coders[] = { |
|
{ |
|
search_for_quantizers_faac, |
|
encode_window_bands_info, |
|
quantize_and_encode_band, |
|
search_for_ms, |
|
}, |
|
{ |
|
search_for_quantizers_anmr, |
|
encode_window_bands_info, |
|
quantize_and_encode_band, |
|
search_for_ms, |
|
}, |
|
{ |
|
search_for_quantizers_twoloop, |
|
codebook_trellis_rate, |
|
quantize_and_encode_band, |
|
search_for_ms, |
|
}, |
|
{ |
|
search_for_quantizers_fast, |
|
encode_window_bands_info, |
|
quantize_and_encode_band, |
|
search_for_ms, |
|
}, |
|
};
|
|
|