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Upload matcha tts zh-en model (#2865)
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name: export-matcha-zh-en-to-onnx
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on:
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push:
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branches:
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- matcha-zh-en
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workflow_dispatch:
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concurrency:
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group: export-matcha-zh-en-to-onnx-${{ github.ref }}
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cancel-in-progress: true
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jobs:
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export-matcha-zh-en-to-onnx:
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if: github.repository_owner == 'k2-fsa' || github.repository_owner == 'csukuangfj'
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name: export matcha zh-en ${{ matrix.version }}
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runs-on: ${{ matrix.os }}
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strategy:
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fail-fast: false
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matrix:
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os: [ubuntu-latest]
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python-version: ["3.10"]
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steps:
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- uses: actions/checkout@v4
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- name: Setup Python ${{ matrix.python-version }}
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uses: actions/setup-python@v5
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with:
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python-version: ${{ matrix.python-version }}
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- name: Install Python dependencies
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shell: bash
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run: |
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pip install "numpy<=1.26.4" pypinyin soundfile \
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sherpa-onnx -f https://k2-fsa.github.io/sherpa/onnx/cpu.html
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- name: Generate samples
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env:
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HF_TOKEN: ${{ secrets.HF_TOKEN }}
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shell: bash
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run: |
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cd scripts/matcha-tts/zh-en
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git config --global user.email "csukuangfj@gmail.com"
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git config --global user.name "Fangjun Kuang"
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curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/matcha-icefall-zh-en.tar.bz2
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tar xvf matcha-icefall-zh-en.tar.bz2
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rm matcha-icefall-zh-en.tar.bz2
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curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/vocoder-models/vocos-16khz-univ.onnx
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git clone https://csukuangfj:$HF_TOKEN@huggingface.co/csukuangfj/sherpa-onnx-tts-samples hf
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mkdir -p ./hf/matcha/icefall-zh-en/mp3
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./generate_samples.py
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pushd hf
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git pull
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git add .
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git commit -m 'add samples for matcha tts zh en'
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git push https://csukuangfj:$HF_TOKEN@huggingface.co/csukuangfj/sherpa-onnx-tts-samples main
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popd
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rm -rf hf
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ls -lh
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- name: Run
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shell: bash
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run: |
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cd scripts/matcha-tts/zh-en
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curl -SL -O https://modelscope.cn/models/dengcunqin/matcha_tts_zh_en_20251010/resolve/master/model-steps-3.onnx
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curl -SL -O https://modelscope.cn/models/dengcunqin/matcha_tts_zh_en_20251010/resolve/master/vocab_tts.txt
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./generate_tokens.py
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./generate_lexicon.py
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curl -SL -o date-zh.fst https://huggingface.co/csukuangfj/icefall-tts-aishell3-vits-low-2024-04-06/resolve/main/data/date.fst
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curl -SL -o number-zh.fst https://huggingface.co/csukuangfj/icefall-tts-aishell3-vits-low-2024-04-06/resolve/main/data/number.fst
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curl -SL -o phone-zh.fst https://huggingface.co/csukuangfj/icefall-tts-aishell3-vits-low-2024-04-06/resolve/main/data/phone.fst
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- name: Collect results ${{ matrix.version }}
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shell: bash
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run: |
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curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/espeak-ng-data.tar.bz2
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tar xf espeak-ng-data.tar.bz2
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rm espeak-ng-data.tar.bz2
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src=scripts/matcha-tts/zh-en
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dst=matcha-icefall-zh-en
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mkdir $dst
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cp -a espeak-ng-data $dst/
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cp -v $src/tokens.txt $dst
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cp -v $src/lexicon.txt $dst
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cp -v $src/model-steps-3.onnx $dst
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cp -v $src/README.md $dst
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cp -v $src/*.fst $dst
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tar cjfv $dst.tar.bz2 $dst
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ls -lh $dst.tar.bz2
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- name: Publish to huggingface
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env:
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HF_TOKEN: ${{ secrets.HF_TOKEN }}
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uses: nick-fields/retry@v3
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with:
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max_attempts: 20
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timeout_seconds: 200
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shell: bash
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command: |
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git config --global user.email "csukuangfj@gmail.com"
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git config --global user.name "Fangjun Kuang"
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rm -rf huggingface
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export GIT_LFS_SKIP_SMUDGE=1
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export GIT_CLONE_PROTECTION_ACTIVE=false
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git clone https://csukuangfj:$HF_TOKEN@huggingface.co/csukuangfj/matcha-icefall-zh-en huggingface
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cd huggingface
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rm -rf ./*
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git fetch
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git pull
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git lfs track "cmn_dict"
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git lfs track "ru_dict" af_dict ar_dict da_dict en_dict fa_dict hu_dict ia_dict it_dict lb_dict phondata ta_dict ur_dict yue_dict
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cp -a ../matcha-icefall-zh-en/* ./
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git lfs track "*.onnx"
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git add .
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ls -lh
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git status
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git commit -m "add models"
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git push https://csukuangfj:$HF_TOKEN@huggingface.co/csukuangfj/matcha-icefall-zh-en main || true
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- name: Release
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if: github.repository_owner == 'csukuangfj'
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uses: svenstaro/upload-release-action@v2
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with:
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file_glob: true
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file: ./*.tar.bz2
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overwrite: true
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repo_name: k2-fsa/sherpa-onnx
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repo_token: ${{ secrets.UPLOAD_GH_SHERPA_ONNX_TOKEN }}
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tag: tts-models
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- name: Release
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if: github.repository_owner == 'k2-fsa'
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uses: svenstaro/upload-release-action@v2
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with:
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file_glob: true
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file: ./*.tar.bz2
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overwrite: true
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tag: tts-models
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@@ -6,9 +6,10 @@ https://modelscope.cn/models/dengcunqin/matcha_tts_zh_en_20251010/summary
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Note that you have to use
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vocos-16khz-univ.onnx
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You can download it from
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You can download it from
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https://modelscope.cn/models/dengcunqin/matcha_tts_zh_en_20251010/resolve/master/vocos-16khz-univ.onnx
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or
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https://github.com/k2-fsa/sherpa-onnx/releases/download/vocoder-models/vocos-16khz-univ.onnx
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```
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{'am': './model-steps-3.onnx', 'vocoder': './vocos-16khz-univ.onnx', 'tokens': './tokens.txt', 'lexicon': './lexicon.txt', 'text': '中英文合成测试. It supports both English 和中文合成', 'out_wav': 'generated.wav'}
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@@ -45,12 +45,13 @@ def main():
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if key in user_defined:
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continue
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tokens = pinyin(key, style=Style.TONE3, neutral_tone_with_five=True)
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for i in range(len(tokens)):
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if tokens[i] == "shei2":
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tokens[i] = "shui2"
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if tokens[i][-1] not in ("1", "2", "3", "4", "5"):
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tokens[i] += "1"
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for i in range(len(tokens)):
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if tokens[i][0] == "shei2":
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tokens[i][0] = "shui2"
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if tokens[i][0][-1] not in ("1", "2", "3", "4", "5"):
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tokens[i][0] += "1"
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flatten = [t[0] for t in tokens]
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Executable
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#!/usr/bin/env python3
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# Copyright 2025 Xiaomi Corp. (authors: Fangjun Kuang)
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"""
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Generate samples for
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https://k2-fsa.github.io/sherpa/onnx/tts/all/
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"""
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import sherpa_onnx
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import soundfile as sf
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config = sherpa_onnx.OfflineTtsConfig(
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model=sherpa_onnx.OfflineTtsModelConfig(
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matcha=sherpa_onnx.OfflineTtsMatchaModelConfig(
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acoustic_model="matcha-icefall-zh-en/model-steps-3.onnx",
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vocoder="vocos-16khz-univ.onnx",
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lexicon="matcha-icefall-zh-en/lexicon.txt",
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tokens="matcha-icefall-zh-en/tokens.txt",
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data_dir="matcha-icefall-zh-en/espeak-ng-data",
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),
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num_threads=2,
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),
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max_num_sentences=1,
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rule_fsts="./matcha-icefall-zh-en/phone-zh.fst,./matcha-icefall-zh-en/date-zh.fst,./matcha-icefall-zh-en/number-zh.fst",
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)
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if not config.validate():
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raise ValueError("Please check your config")
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tts = sherpa_onnx.OfflineTts(config)
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text = "我最近在学习machine learning,希望能够在未来的artificial intelligence领域有所建树。在这次vocation中,我们计划去Paris欣赏埃菲尔铁塔和卢浮宫的美景。某某银行的副行长和一些行政领导表示,他们去过长江和长白山; 经济不断增长。开始数字测试。2025年12月4号,拨打110或者189202512043。123456块钱。在这个快速发展的时代,人工智能技术正在改变我们的生活方式。语音合成作为人工智能的重要应用之一,让机器能够用自然流畅的语音与人类进行交流。"
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audio = tts.generate(text, sid=0, speed=1.0)
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sf.write(
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"./hf/matcha/icefall-zh-en/mp3/0.mp3",
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audio.samples,
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samplerate=audio.sample_rate,
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)
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