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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,120 @@ | ||
| #!/usr/bin/env bash | ||
|
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| set -ex | ||
|
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| apt-get update | ||
| apt-get install -y sox | ||
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| python3 -m pip install piper_phonemize -f https://k2-fsa.github.io/icefall/piper_phonemize.html | ||
| python3 -m pip install espnet_tts_frontend | ||
| python3 -m pip install numba conformer==0.3.2 diffusers librosa | ||
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| log() { | ||
| # This function is from espnet | ||
| local fname=${BASH_SOURCE[1]##*/} | ||
| echo -e "$(date '+%Y-%m-%d %H:%M:%S') (${fname}:${BASH_LINENO[0]}:${FUNCNAME[1]}) $*" | ||
| } | ||
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| cd egs/ljspeech/TTS | ||
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| sed -i.bak s/600/8/g ./prepare.sh | ||
| sed -i.bak s/"first 100"/"first 3"/g ./prepare.sh | ||
| sed -i.bak s/500/5/g ./prepare.sh | ||
| git diff | ||
|
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| function prepare_data() { | ||
| # We have created a subset of the data for testing | ||
| # | ||
| mkdir -p download | ||
| pushd download | ||
| wget -q https://huggingface.co/csukuangfj/ljspeech-subset-for-ci-test/resolve/main/LJSpeech-1.1.tar.bz2 | ||
| tar xvf LJSpeech-1.1.tar.bz2 | ||
| popd | ||
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| ./prepare.sh | ||
| tree . | ||
| } | ||
|
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| function train() { | ||
| pushd ./matcha | ||
| sed -i.bak s/1500/3/g ./train.py | ||
| git diff . | ||
| popd | ||
|
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| ./matcha/train.py \ | ||
| --exp-dir matcha/exp \ | ||
| --num-epochs 1 \ | ||
| --save-every-n 1 \ | ||
| --num-buckets 2 \ | ||
| --tokens data/tokens.txt \ | ||
| --max-duration 20 | ||
|
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| ls -lh matcha/exp | ||
| } | ||
|
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| function infer() { | ||
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| curl -SL -O https://github.com/csukuangfj/models/raw/refs/heads/master/hifigan/generator_v1 | ||
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| ./matcha/inference.py \ | ||
| --epoch 1 \ | ||
| --exp-dir ./matcha/exp \ | ||
| --tokens data/tokens.txt \ | ||
| --vocoder ./generator_v1 \ | ||
| --input-text "how are you doing?" \ | ||
| --output-wav ./generated.wav | ||
|
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| ls -lh *.wav | ||
| soxi ./generated.wav | ||
| rm -v ./generated.wav | ||
| rm -v generator_v1 | ||
| } | ||
|
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| function export_onnx() { | ||
| pushd matcha/exp | ||
| curl -SL -O https://huggingface.co/csukuangfj/icefall-tts-ljspeech-matcha-en-2024-10-28/resolve/main/exp/epoch-4000.pt | ||
| popd | ||
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| pushd data/fbank | ||
| rm -v *.json | ||
| curl -SL -O https://huggingface.co/csukuangfj/icefall-tts-ljspeech-matcha-en-2024-10-28/resolve/main/data/cmvn.json | ||
| popd | ||
|
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| ./matcha/export_onnx.py \ | ||
| --exp-dir ./matcha/exp \ | ||
| --epoch 4000 \ | ||
| --tokens ./data/tokens.txt \ | ||
| --cmvn ./data/fbank/cmvn.json | ||
|
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| ls -lh *.onnx | ||
|
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| if false; then | ||
| # THe CI machine does not have enough memory to run it | ||
| # | ||
| curl -SL -O https://github.com/csukuangfj/models/raw/refs/heads/master/hifigan/generator_v1 | ||
| curl -SL -O https://github.com/csukuangfj/models/raw/refs/heads/master/hifigan/generator_v2 | ||
| curl -SL -O https://github.com/csukuangfj/models/raw/refs/heads/master/hifigan/generator_v3 | ||
| python3 ./matcha/export_onnx_hifigan.py | ||
| else | ||
| curl -SL -O https://huggingface.co/csukuangfj/icefall-tts-ljspeech-matcha-en-2024-10-28/resolve/main/exp/hifigan_v1.onnx | ||
| fi | ||
|
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| ls -lh *.onnx | ||
|
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| python3 ./matcha/onnx_pretrained.py \ | ||
| --acoustic-model ./model-steps-6.onnx \ | ||
| --vocoder ./hifigan_v1.onnx \ | ||
| --tokens ./data/tokens.txt \ | ||
| --input-text "how are you doing?" \ | ||
| --output-wav /icefall/generated-matcha-tts-steps-6-v1.wav | ||
|
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| ls -lh /icefall/*.wav | ||
| soxi /icefall/generated-matcha-tts-steps-6-v1.wav | ||
| } | ||
|
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| prepare_data | ||
| train | ||
| infer | ||
| export_onnx | ||
|
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| rm -rfv generator_v* matcha/exp |
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