#!/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]}) $*" } cd egs/librispeech/ASR repo_url=https://huggingface.co/csukuangfj/icefall-asr-librispeech-pruned-transducer-stateless3-2022-04-29 log "Downloading pre-trained model from $repo_url" GIT_LFS_SKIP_SMUDGE=1 git clone $repo_url repo=$(basename $repo_url) pushd $repo git lfs pull --include "data/lang_bpe_500/bpe.model" git lfs pull --include "exp/pretrained-epoch-25-avg-6.pt" popd log "Display test files" tree $repo/ soxi $repo/test_wavs/*.wav ls -lh $repo/test_wavs/*.wav pushd $repo/exp ln -s pretrained-epoch-25-avg-6.pt pretrained.pt popd for sym in 1 2 3; do log "Greedy search with --max-sym-per-frame $sym" ./pruned_transducer_stateless3/pretrained.py \ --method greedy_search \ --max-sym-per-frame $sym \ --checkpoint $repo/exp/pretrained.pt \ --bpe-model $repo/data/lang_bpe_500/bpe.model \ $repo/test_wavs/1089-134686-0001.wav \ $repo/test_wavs/1221-135766-0001.wav \ $repo/test_wavs/1221-135766-0002.wav done for method in modified_beam_search beam_search fast_beam_search; do log "$method" ./pruned_transducer_stateless3/pretrained.py \ --method $method \ --beam-size 4 \ --checkpoint $repo/exp/pretrained.pt \ --bpe-model $repo/data/lang_bpe_500/bpe.model \ $repo/test_wavs/1089-134686-0001.wav \ $repo/test_wavs/1221-135766-0001.wav \ $repo/test_wavs/1221-135766-0002.wav done echo "GITHUB_EVENT_NAME: ${GITHUB_EVENT_NAME}" echo "GITHUB_EVENT_LABEL_NAME: ${GITHUB_EVENT_LABEL_NAME}" if [[ x"${GITHUB_EVENT_NAME}" == x"schedule" || x"${GITHUB_EVENT_LABEL_NAME}" == x"run-decode" ]]; then mkdir -p pruned_transducer_stateless3/exp ln -s $PWD/$repo/exp/pretrained.pt pruned_transducer_stateless3/exp/epoch-999.pt ln -s $PWD/$repo/data/lang_bpe_500 data/ ls -lh data ls -lh pruned_transducer_stateless3/exp log "Decoding test-clean and test-other" # use a small value for decoding with CPU max_duration=100 for method in greedy_search fast_beam_search modified_beam_search; do log "Decoding with $method" ./pruned_transducer_stateless3/decode.py \ --decoding-method $method \ --epoch 999 \ --avg 1 \ --max-duration $max_duration \ --exp-dir pruned_transducer_stateless3/exp done rm pruned_transducer_stateless3/exp/*.pt rm -r data/lang_bpe_500 fi