run-librispeech-lstm-transducer2-2022-09-03 #1437
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| name: run-librispeech-lstm-transducer2-2022-09-03 | |
| on: | |
| push: | |
| branches: | |
| - master | |
| pull_request: | |
| types: [labeled] | |
| schedule: | |
| # minute (0-59) | |
| # hour (0-23) | |
| # day of the month (1-31) | |
| # month (1-12) | |
| # day of the week (0-6) | |
| # nightly build at 15:50 UTC time every day | |
| - cron: "50 15 * * *" | |
| concurrency: | |
| group: run_librispeech_lstm_transducer_stateless2_2022_09_03-${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| run_librispeech_lstm_transducer_stateless2_2022_09_03: | |
| if: github.event.label.name == 'ready' || github.event.label.name == 'LODR' || github.event.label.name == 'shallow-fusion' || github.event_name == 'push' || github.event_name == 'schedule' | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| matrix: | |
| os: [ubuntu-latest] | |
| python-version: [3.8] | |
| fail-fast: false | |
| steps: | |
| - uses: actions/checkout@v2 | |
| with: | |
| fetch-depth: 0 | |
| - name: Setup Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| cache: 'pip' | |
| cache-dependency-path: '**/requirements-ci.txt' | |
| - name: Install Python dependencies | |
| run: | | |
| grep -v '^#' ./requirements-ci.txt | xargs -n 1 -L 1 pip install | |
| pip uninstall -y protobuf | |
| pip install --no-binary protobuf protobuf==3.20.* | |
| - name: Cache kaldifeat | |
| id: my-cache | |
| uses: actions/cache@v2 | |
| with: | |
| path: | | |
| ~/tmp/kaldifeat | |
| key: cache-tmp-${{ matrix.python-version }}-2023-05-22 | |
| - name: Install kaldifeat | |
| if: steps.my-cache.outputs.cache-hit != 'true' | |
| shell: bash | |
| run: | | |
| .github/scripts/install-kaldifeat.sh | |
| - name: Cache LibriSpeech test-clean and test-other datasets | |
| id: libri-test-clean-and-test-other-data | |
| uses: actions/cache@v2 | |
| with: | |
| path: | | |
| ~/tmp/download | |
| key: cache-libri-test-clean-and-test-other | |
| - name: Download LibriSpeech test-clean and test-other | |
| if: steps.libri-test-clean-and-test-other-data.outputs.cache-hit != 'true' | |
| shell: bash | |
| run: | | |
| .github/scripts/download-librispeech-test-clean-and-test-other-dataset.sh | |
| - name: Prepare manifests for LibriSpeech test-clean and test-other | |
| shell: bash | |
| run: | | |
| .github/scripts/prepare-librispeech-test-clean-and-test-other-manifests.sh | |
| - name: Cache LibriSpeech test-clean and test-other fbank features | |
| id: libri-test-clean-and-test-other-fbank | |
| uses: actions/cache@v2 | |
| with: | |
| path: | | |
| ~/tmp/fbank-libri | |
| key: cache-libri-fbank-test-clean-and-test-other-v2 | |
| - name: Compute fbank for LibriSpeech test-clean and test-other | |
| if: steps.libri-test-clean-and-test-other-fbank.outputs.cache-hit != 'true' | |
| shell: bash | |
| run: | | |
| .github/scripts/compute-fbank-librispeech-test-clean-and-test-other.sh | |
| - name: Inference with pre-trained model | |
| shell: bash | |
| env: | |
| GITHUB_EVENT_NAME: ${{ github.event_name }} | |
| GITHUB_EVENT_LABEL_NAME: ${{ github.event.label.name }} | |
| run: | | |
| mkdir -p egs/librispeech/ASR/data | |
| ln -sfv ~/tmp/fbank-libri egs/librispeech/ASR/data/fbank | |
| ls -lh egs/librispeech/ASR/data/* | |
| sudo apt-get -qq install git-lfs tree | |
| export PYTHONPATH=$PWD:$PYTHONPATH | |
| export PYTHONPATH=~/tmp/kaldifeat/kaldifeat/python:$PYTHONPATH | |
| export PYTHONPATH=~/tmp/kaldifeat/build/lib:$PYTHONPATH | |
| .github/scripts/run-librispeech-lstm-transducer-stateless2-2022-09-03.sh | |
| - name: Display decoding results for lstm_transducer_stateless2 | |
| if: github.event_name == 'schedule' | |
| shell: bash | |
| run: | | |
| cd egs/librispeech/ASR | |
| tree lstm_transducer_stateless2/exp | |
| cd lstm_transducer_stateless2/exp | |
| echo "===greedy search===" | |
| find greedy_search -name "log-*" -exec grep -n --color "best for test-clean" {} + | sort -n -k2 | |
| find greedy_search -name "log-*" -exec grep -n --color "best for test-other" {} + | sort -n -k2 | |
| echo "===fast_beam_search===" | |
| find fast_beam_search -name "log-*" -exec grep -n --color "best for test-clean" {} + | sort -n -k2 | |
| find fast_beam_search -name "log-*" -exec grep -n --color "best for test-other" {} + | sort -n -k2 | |
| echo "===modified beam search===" | |
| find modified_beam_search -name "log-*" -exec grep -n --color "best for test-clean" {} + | sort -n -k2 | |
| find modified_beam_search -name "log-*" -exec grep -n --color "best for test-other" {} + | sort -n -k2 | |
| - name: Display decoding results for lstm_transducer_stateless2 | |
| if: github.event.label.name == 'shallow-fusion' | |
| shell: bash | |
| run: | | |
| cd egs/librispeech/ASR | |
| tree lstm_transducer_stateless2/exp | |
| cd lstm_transducer_stateless2/exp | |
| echo "===modified_beam_search_lm_shallow_fusion===" | |
| echo "===Using RNNLM===" | |
| find modified_beam_search_lm_shallow_fusion -name "log-*rnn*" -exec grep -n --color "best for test-clean" {} + | sort -n -k2 | |
| find modified_beam_search_lm_shallow_fusion -name "log-*rnn*" -exec grep -n --color "best for test-other" {} + | sort -n -k2 | |
| - name: Display decoding results for lstm_transducer_stateless2 | |
| if: github.event.label.name == 'LODR' | |
| shell: bash | |
| run: | | |
| cd egs/librispeech/ASR | |
| tree lstm_transducer_stateless2/exp | |
| cd lstm_transducer_stateless2/exp | |
| echo "===modified_beam_search_rnnlm_LODR===" | |
| find modified_beam_search_LODR -name "log-*" -exec grep -n --color "best for test-clean" {} + | sort -n -k2 | |
| find modified_beam_search_LODR -name "log-*" -exec grep -n --color "best for test-other" {} + | sort -n -k2 | |
| - name: Upload decoding results for lstm_transducer_stateless2 | |
| uses: actions/upload-artifact@v2 | |
| if: github.event_name == 'schedule' || github.event.label.name == 'shallow-fusion' || github.event.label.name == 'LODR' | |
| with: | |
| name: torch-${{ matrix.torch }}-python-${{ matrix.python-version }}-ubuntu-latest-cpu-lstm_transducer_stateless2-2022-09-03 | |
| path: egs/librispeech/ASR/lstm_transducer_stateless2/exp/ |