107 lines
3.2 KiB
Bash
Executable File
107 lines
3.2 KiB
Bash
Executable File
#!/usr/bin/env bash
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set -ex
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log() {
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# This function is from espnet
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local fname=${BASH_SOURCE[1]##*/}
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echo -e "$(date '+%Y-%m-%d %H:%M:%S') (${fname}:${BASH_LINENO[0]}:${FUNCNAME[1]}) $*"
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}
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echo "EXE is $EXE"
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echo "PATH: $PATH"
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which $EXE
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log "------------------------------------------------------------"
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log "Run streaming Zipformer2 CTC HLG decoding "
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log "------------------------------------------------------------"
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curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-ctc-small-2024-03-18.tar.bz2
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tar xvf sherpa-onnx-streaming-zipformer-ctc-small-2024-03-18.tar.bz2
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rm sherpa-onnx-streaming-zipformer-ctc-small-2024-03-18.tar.bz2
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repo=$PWD/sherpa-onnx-streaming-zipformer-ctc-small-2024-03-18
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ls -lh $repo
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echo "pwd: $PWD"
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$EXE \
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--zipformer2-ctc-model=$repo/ctc-epoch-30-avg-3-chunk-16-left-128.int8.onnx \
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--ctc-graph=$repo/HLG.fst \
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--tokens=$repo/tokens.txt \
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$repo/test_wavs/0.wav \
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$repo/test_wavs/1.wav \
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$repo/test_wavs/8k.wav
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rm -rf sherpa-onnx-streaming-zipformer-ctc-small-2024-03-18
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log "------------------------------------------------------------"
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log "Run streaming Zipformer2 CTC "
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log "------------------------------------------------------------"
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url=https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-ctc-multi-zh-hans-2023-12-13.tar.bz2
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repo=$(basename -s .tar.bz2 $url)
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curl -SL -O $url
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tar xvf $repo.tar.bz2
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rm $repo.tar.bz2
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log "test fp32"
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time $EXE \
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--debug=1 \
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--zipformer2-ctc-model=$repo/ctc-epoch-20-avg-1-chunk-16-left-128.onnx \
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--tokens=$repo/tokens.txt \
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$repo/test_wavs/DEV_T0000000000.wav \
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$repo/test_wavs/DEV_T0000000001.wav \
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$repo/test_wavs/DEV_T0000000002.wav
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log "test int8"
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time $EXE \
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--debug=1 \
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--zipformer2-ctc-model=$repo/ctc-epoch-20-avg-1-chunk-16-left-128.int8.onnx \
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--tokens=$repo/tokens.txt \
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$repo/test_wavs/DEV_T0000000000.wav \
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$repo/test_wavs/DEV_T0000000001.wav \
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$repo/test_wavs/DEV_T0000000002.wav
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log "------------------------------------------------------------"
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log "Run streaming Conformer CTC from WeNet"
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log "------------------------------------------------------------"
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wenet_models=(
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sherpa-onnx-zh-wenet-aishell
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sherpa-onnx-zh-wenet-aishell2
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sherpa-onnx-zh-wenet-wenetspeech
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sherpa-onnx-zh-wenet-multi-cn
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sherpa-onnx-en-wenet-librispeech
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sherpa-onnx-en-wenet-gigaspeech
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)
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for name in ${wenet_models[@]}; do
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repo_url=https://huggingface.co/csukuangfj/$name
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log "Start testing ${repo_url}"
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repo=$(basename $repo_url)
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log "Download pretrained model and test-data from $repo_url"
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GIT_LFS_SKIP_SMUDGE=1 git clone $repo_url
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pushd $repo
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git lfs pull --include "*.onnx"
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ls -lh *.onnx
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popd
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log "test float32 models"
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time $EXE \
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--tokens=$repo/tokens.txt \
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--wenet-ctc-model=$repo/model-streaming.onnx \
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$repo/test_wavs/0.wav \
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$repo/test_wavs/1.wav \
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$repo/test_wavs/8k.wav
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log "test int8 models"
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time $EXE \
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--tokens=$repo/tokens.txt \
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--wenet-ctc-model=$repo/model-streaming.int8.onnx \
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$repo/test_wavs/0.wav \
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$repo/test_wavs/1.wav \
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$repo/test_wavs/8k.wav
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rm -rf $repo
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done
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