1*49fe348cSAndroid Build Coastguard Worker# 2*49fe348cSAndroid Build Coastguard Worker# Copyright 2022 Google LLC 3*49fe348cSAndroid Build Coastguard Worker# 4*49fe348cSAndroid Build Coastguard Worker# Licensed under the Apache License, Version 2.0 (the "License"); 5*49fe348cSAndroid Build Coastguard Worker# you may not use this file except in compliance with the License. 6*49fe348cSAndroid Build Coastguard Worker# You may obtain a copy of the License at 7*49fe348cSAndroid Build Coastguard Worker# 8*49fe348cSAndroid Build Coastguard Worker# http://www.apache.org/licenses/LICENSE-2.0 9*49fe348cSAndroid Build Coastguard Worker# 10*49fe348cSAndroid Build Coastguard Worker# Unless required by applicable law or agreed to in writing, software 11*49fe348cSAndroid Build Coastguard Worker# distributed under the License is distributed on an "AS IS" BASIS, 12*49fe348cSAndroid Build Coastguard Worker# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13*49fe348cSAndroid Build Coastguard Worker# See the License for the specific language governing permissions and 14*49fe348cSAndroid Build Coastguard Worker# limitations under the License. 15*49fe348cSAndroid Build Coastguard Worker# 16*49fe348cSAndroid Build Coastguard Worker 17*49fe348cSAndroid Build Coastguard Workerimport numpy as np 18*49fe348cSAndroid Build Coastguard Workerimport scipy.signal as signal 19*49fe348cSAndroid Build Coastguard Workerimport scipy.io.wavfile as wavfile 20*49fe348cSAndroid Build Coastguard Workerimport struct 21*49fe348cSAndroid Build Coastguard Workerimport argparse 22*49fe348cSAndroid Build Coastguard Worker 23*49fe348cSAndroid Build Coastguard Workerimport lc3 24*49fe348cSAndroid Build Coastguard Workerimport tables as T, appendix_c as C 25*49fe348cSAndroid Build Coastguard Worker 26*49fe348cSAndroid Build Coastguard Workerimport attdet, ltpf 27*49fe348cSAndroid Build Coastguard Workerimport mdct, energy, bwdet, sns, tns, spec 28*49fe348cSAndroid Build Coastguard Workerimport bitstream 29*49fe348cSAndroid Build Coastguard Worker 30*49fe348cSAndroid Build Coastguard Workerclass Encoder: 31*49fe348cSAndroid Build Coastguard Worker 32*49fe348cSAndroid Build Coastguard Worker def __init__(self, dt_ms, sr_hz): 33*49fe348cSAndroid Build Coastguard Worker 34*49fe348cSAndroid Build Coastguard Worker dt = { 7.5: T.DT_7M5, 10: T.DT_10M }[dt_ms] 35*49fe348cSAndroid Build Coastguard Worker 36*49fe348cSAndroid Build Coastguard Worker sr = { 8000: T.SRATE_8K , 16000: T.SRATE_16K, 24000: T.SRATE_24K, 37*49fe348cSAndroid Build Coastguard Worker 32000: T.SRATE_32K, 48000: T.SRATE_48K }[sr_hz] 38*49fe348cSAndroid Build Coastguard Worker 39*49fe348cSAndroid Build Coastguard Worker self.ne = T.NE[dt][sr] 40*49fe348cSAndroid Build Coastguard Worker 41*49fe348cSAndroid Build Coastguard Worker self.attdet = attdet.AttackDetector(dt, sr) 42*49fe348cSAndroid Build Coastguard Worker self.ltpf = ltpf.LtpfAnalysis(dt, sr) 43*49fe348cSAndroid Build Coastguard Worker 44*49fe348cSAndroid Build Coastguard Worker self.mdct = mdct.MdctForward(dt, sr) 45*49fe348cSAndroid Build Coastguard Worker self.energy = energy.EnergyBand(dt, sr) 46*49fe348cSAndroid Build Coastguard Worker self.bwdet = bwdet.BandwidthDetector(dt, sr) 47*49fe348cSAndroid Build Coastguard Worker self.sns = sns.SnsAnalysis(dt, sr) 48*49fe348cSAndroid Build Coastguard Worker self.tns = tns.TnsAnalysis(dt) 49*49fe348cSAndroid Build Coastguard Worker self.spec = spec.SpectrumAnalysis(dt, sr) 50*49fe348cSAndroid Build Coastguard Worker 51*49fe348cSAndroid Build Coastguard Worker def analyse(self, x, nbytes): 52*49fe348cSAndroid Build Coastguard Worker 53*49fe348cSAndroid Build Coastguard Worker att = self.attdet.run(nbytes, x) 54*49fe348cSAndroid Build Coastguard Worker 55*49fe348cSAndroid Build Coastguard Worker pitch_present = self.ltpf.run(x) 56*49fe348cSAndroid Build Coastguard Worker 57*49fe348cSAndroid Build Coastguard Worker x = self.mdct.run(x)[:self.ne] 58*49fe348cSAndroid Build Coastguard Worker 59*49fe348cSAndroid Build Coastguard Worker (e, nn_flag) = self.energy.compute(x) 60*49fe348cSAndroid Build Coastguard Worker if nn_flag: 61*49fe348cSAndroid Build Coastguard Worker self.ltpf.disable() 62*49fe348cSAndroid Build Coastguard Worker 63*49fe348cSAndroid Build Coastguard Worker bw = self.bwdet.run(e) 64*49fe348cSAndroid Build Coastguard Worker 65*49fe348cSAndroid Build Coastguard Worker x = self.sns.run(e, att, x) 66*49fe348cSAndroid Build Coastguard Worker 67*49fe348cSAndroid Build Coastguard Worker x = self.tns.run(x, bw, nn_flag, nbytes) 68*49fe348cSAndroid Build Coastguard Worker 69*49fe348cSAndroid Build Coastguard Worker (xq, lastnz, x) = self.spec.run(bw, nbytes, 70*49fe348cSAndroid Build Coastguard Worker self.bwdet.get_nbits(), self.ltpf.get_nbits(), 71*49fe348cSAndroid Build Coastguard Worker self.sns.get_nbits(), self.tns.get_nbits(), x) 72*49fe348cSAndroid Build Coastguard Worker 73*49fe348cSAndroid Build Coastguard Worker return pitch_present 74*49fe348cSAndroid Build Coastguard Worker 75*49fe348cSAndroid Build Coastguard Worker def encode(self, pitch_present, nbytes): 76*49fe348cSAndroid Build Coastguard Worker 77*49fe348cSAndroid Build Coastguard Worker b = bitstream.BitstreamWriter(nbytes) 78*49fe348cSAndroid Build Coastguard Worker 79*49fe348cSAndroid Build Coastguard Worker self.bwdet.store(b) 80*49fe348cSAndroid Build Coastguard Worker 81*49fe348cSAndroid Build Coastguard Worker self.spec.store(b) 82*49fe348cSAndroid Build Coastguard Worker 83*49fe348cSAndroid Build Coastguard Worker self.tns.store(b) 84*49fe348cSAndroid Build Coastguard Worker 85*49fe348cSAndroid Build Coastguard Worker b.write_bit(pitch_present) 86*49fe348cSAndroid Build Coastguard Worker 87*49fe348cSAndroid Build Coastguard Worker self.sns.store(b) 88*49fe348cSAndroid Build Coastguard Worker 89*49fe348cSAndroid Build Coastguard Worker if pitch_present: 90*49fe348cSAndroid Build Coastguard Worker self.ltpf.store(b) 91*49fe348cSAndroid Build Coastguard Worker 92*49fe348cSAndroid Build Coastguard Worker self.spec.encode(b) 93*49fe348cSAndroid Build Coastguard Worker 94*49fe348cSAndroid Build Coastguard Worker return b.terminate() 95*49fe348cSAndroid Build Coastguard Worker 96*49fe348cSAndroid Build Coastguard Worker def run(self, x, nbytes): 97*49fe348cSAndroid Build Coastguard Worker 98*49fe348cSAndroid Build Coastguard Worker pitch_present = self.analyse(x, nbytes) 99*49fe348cSAndroid Build Coastguard Worker 100*49fe348cSAndroid Build Coastguard Worker data = self.encode(pitch_present, nbytes) 101*49fe348cSAndroid Build Coastguard Worker 102*49fe348cSAndroid Build Coastguard Worker return data 103*49fe348cSAndroid Build Coastguard Worker 104*49fe348cSAndroid Build Coastguard Workerdef check_appendix_c(dt): 105*49fe348cSAndroid Build Coastguard Worker 106*49fe348cSAndroid Build Coastguard Worker i0 = dt - T.DT_7M5 107*49fe348cSAndroid Build Coastguard Worker 108*49fe348cSAndroid Build Coastguard Worker enc_c = lc3.setup_encoder(int(T.DT_MS[dt] * 1000), 16000) 109*49fe348cSAndroid Build Coastguard Worker ok = True 110*49fe348cSAndroid Build Coastguard Worker 111*49fe348cSAndroid Build Coastguard Worker for i in range(len(C.X_PCM[i0])): 112*49fe348cSAndroid Build Coastguard Worker 113*49fe348cSAndroid Build Coastguard Worker data = lc3.encode(enc_c, C.X_PCM[i0][i], C.NBYTES[i0]) 114*49fe348cSAndroid Build Coastguard Worker ok = ok and data == C.BYTES_AC[i0][i] 115*49fe348cSAndroid Build Coastguard Worker 116*49fe348cSAndroid Build Coastguard Worker return ok 117*49fe348cSAndroid Build Coastguard Worker 118*49fe348cSAndroid Build Coastguard Workerdef check(): 119*49fe348cSAndroid Build Coastguard Worker 120*49fe348cSAndroid Build Coastguard Worker ok = True 121*49fe348cSAndroid Build Coastguard Worker 122*49fe348cSAndroid Build Coastguard Worker for dt in ( T.DT_7M5, T.DT_10M ): 123*49fe348cSAndroid Build Coastguard Worker ok = ok and check_appendix_c(dt) 124*49fe348cSAndroid Build Coastguard Worker 125*49fe348cSAndroid Build Coastguard Worker return ok 126