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run-librispeech-lstm-transducer-stateless2-2022-09-03.yml
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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 * * *"
workflow_dispatch:
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@v4
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/