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update Update ssl_datamodule.py Update pretrain.py Update pretrain.sh Update pretrain.sh Update hubert_ce.py Update pretrain.py
88 lines
2.6 KiB
Bash
Executable File
88 lines
2.6 KiB
Bash
Executable File
#!/usr/bin/env bash
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# fix segmentation fault reported in https://github.com/k2-fsa/icefall/issues/674
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export PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python
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set -eou pipefail
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nj=15
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# run step 0 to step 5 by default
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stage=0
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stop_stage=5
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# We assume dl_dir (download dir) contains the following
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# directories and files. If not, they will be downloaded
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# by this script automatically.
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#
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# - $dl_dir/LibriLight
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# - small
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# - medium
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# - large
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#
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# You can download them from
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# - https://dl.fbaipublicfiles.com/librilight/data/small.tar
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# - https://dl.fbaipublicfiles.com/librilight/data/medium.tar
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# - https://dl.fbaipublicfiles.com/librilight/data/large.tar
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dl_dir=$PWD/download
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. shared/parse_options.sh || exit 1
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# All files generated by this script are saved in "data".
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# You can safely remove "data" and rerun this script to regenerate it.
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mkdir -p data
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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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log "Running prepare.sh"
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log "dl_dir: $dl_dir"
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if [ $stage -le 1 ] && [ $stop_stage -ge 1 ]; then
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log "Stage 1: Prepare Libri-Light manifest"
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# We assume that you have downloaded the Libri-Light corpus
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# to $dl_dir/LibriLight
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mkdir -p data/manifests
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if [ ! -e data/manifests/.librilight.done ]; then
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lhotse prepare librilight -j $nj $dl_dir/LibriLight data/manifests
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touch data/manifests/.librilight.done
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fi
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fi
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if [ $stage -le 2 ] && [ $stop_stage -ge 2 ]; then
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log "Stage 2: Preprocess Libri-Light manifest"
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mkdir -p data/kmeans
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if [ ! -f data/kmeans/.preprocess_complete ]; then
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python3 ./local/preprocess_librilight.py
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touch data/fbank/.preprocess_complete
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fi
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fi
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if [ $stage -le 3 ] && [ $stop_stage -ge 3 ]; then
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log "Stage 3: Split medium and large subset into pieces"
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num_per_split=200000
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split_dir=data/kmeans/medium_split
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if [ ! -f $split_dir/.split_completed ]; then
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lhotse split-lazy ./data/kmeans/librilight_cuts_medium_raw.jsonl.gz $split_dir $num_per_split
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touch $split_dir/.split_completed
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fi
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split_dir=data/kmeans/large_split
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if [ ! -f $split_dir/.split_completed ]; then
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lhotse split-lazy ./data/kmeans/librilight_cuts_large_raw.jsonl.gz $split_dir $num_per_split
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touch $split_dir/.split_completed
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fi
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fi
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if [ $stage -le 4 ] && [ $stop_stage -ge 4 ]; then
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log "Stage 4: Extract SSL target for librilight"
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mkdir -p data/fbank
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if [ ! -e data/fbank/.librispeech.done ]; then
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./local/compute_fbank_librispeech.py
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touch data/fbank/.librispeech.done
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fi
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fi
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