icefall/.github/workflows/run-pretrained.yml
2021-10-14 21:04:52 +08:00

106 lines
3.8 KiB
YAML

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