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