run-librispeech-lstm-transducer2-2022-09-03 #1376
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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/ |