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Add CI to run pre-trained models.
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102
.github/workflows/run-pretrained.yml
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.github/workflows/run-pretrained.yml
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# Copyright 2021 Fangjun Kuang (csukuangfj@gmail.com)
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# See ../../LICENSE for clarification regarding multiple authors
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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name: run-pre-trained-conformer-ctc
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on:
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push:
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branches:
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- master
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- test-pretrained
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pull_request:
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types: [labeled]
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jobs:
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run_pre_trained_conformer_ctc:
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if: github.event.label.name == 'ready' || github.event_name == 'push'
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runs-on: ${{ matrix.os }}
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strategy:
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matrix:
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os: [ubuntu-18.04]
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python-version: [3.6, 3.7, 3.8, 3.9]
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torch: ["1.8.1"]
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k2-version: ["1.9.dev20210919"]
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fail-fast: false
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steps:
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- uses: actions/checkout@v2
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with:
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fetch-depth: 0
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- name: Setup Python ${{ matrix.python-version }}
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uses: actions/setup-python@v1
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with:
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python-version: ${{ matrix.python-version }}
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- name: Install Python dependencies
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run: |
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python3 -m pip install --upgrade pip pytest
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pip install k2==${{ matrix.k2-version }}+cpu.torch${{ matrix.torch }} -f https://k2-fsa.org/nightly/
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python3 -m pip install git+https://github.com/lhotse-speech/lhotse
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# We are in ./icefall and there is a file: requirements.txt in it
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pip install -r requirements.txt
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- name: Install graphviz
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if: startsWith(matrix.os, 'ubuntu')
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shell: bash
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run: |
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python3 -m pip install -qq graphviz
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sudo apt-get -qq install graphviz
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- name: Download pre-trained model
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shell: bash
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run: |
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sudo apt-get -qq install git-lfs tree sox
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cd egs/librispeech/ASR
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mkdir tmp
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cd tmp
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git lfs install
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git clone https://huggingface.co/pkufool/icefall_asr_librispeech_conformer_ctc
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tree tmp
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soxi tmp/icefall_asr_librispeech_conformer_ctc/test_wavs/*.flac
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ls -lh icefall_asr_librispeech_conformer_ctc/*/*
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- name: Run CTC decoding
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shell: bash
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run: |
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cd egs/librispeech/ASR
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./conformer_ctc/pretrained.py \
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--checkpoint ./tmp/icefall_asr_librispeech_conformer_ctc/exp/pretrained.pt \
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--lang-dir ./tmp/icefall_asr_librispeech_conformer_ctc/data/lang_bpe \
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--method ctc-decoding \
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./tmp/icefall_asr_librispeech_conformer_ctc/test_wavs/1089-134686-0001.flac \
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./tmp/icefall_asr_librispeech_conformer_ctc/test_wavs/1221-135766-0001.flac \
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./tmp/icefall_asr_librispeech_conformer_ctc/test_wavs/1221-135766-0002.flac
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- name: Run HLG decoding
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shell: bash
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run: |
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cd egs/librispeech/ASR
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./conformer_ctc/pretrained.py \
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--checkpoint ./tmp/icefall_asr_librispeech_conformer_ctc/exp/pretrained.pt \
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--lang-dir ./tmp/icefall_asr_librispeech_conformer_ctc/data/lang_bpe \
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./tmp/icefall_asr_librispeech_conformer_ctc/test_wavs/1089-134686-0001.flac \
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./tmp/icefall_asr_librispeech_conformer_ctc/test_wavs/1221-135766-0001.flac \
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./tmp/icefall_asr_librispeech_conformer_ctc/test_wavs/1221-135766-0002.flac
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