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Re-entrant and beter logging
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3c411c2921
commit
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@ -6,6 +6,7 @@ swb="${data}/LDC/LDC97S62/swb"
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lbs="${data}/OpenSLR/LibriSpeech/librivox"
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alphabet="${SRC_DIR}/data/alphabet.txt"
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noise_set="${data}/UPF/freesound-cc0/ds.csv"
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sets_dir="${ML_GROUP_DIR}/ds/training"
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target_dir="${sets_dir}/augmented"
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@ -18,24 +19,45 @@ cd "${target_dir}"
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git clone https://github.com/mozilla/voice-corpus-tool.git /tmp/vocoto
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apt-get install -y libsndfile1 ffmpeg
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pip3 install -r /tmp/vocoto/requirements.txt
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vocoto () {
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print_head() {
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printf "\n$1\n===========================================\n\n"
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}
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vocoto() {
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python3 /tmp/vocoto/voice.py "$@"
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}
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process_lot() {
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target_lot=$1
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shift
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target_set=$1
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shift
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target_prefix="${target_dir}/ds_${target_set}_${target_lot}"
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if [ -f "${target_prefix}.csv" ]; then
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print_head "Skipping ${target_lot} version of ${target_set} set (${target_prefix}.csv already exists)."
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else
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print_head "Generating ${target_lot} version of ${target_set} set..."
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# rm -rf "${target_prefix}" "${target_prefix}.hdf5"
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vocoto "$@" write "${target_prefix}"
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vocoto add "${target_prefix}.csv" hdf5 "${alphabet}" "${target_prefix}.hdf5"
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fi
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}
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process_set() {
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target_set=$1
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clean_set="${target_dir}/ds_${target_set}_clean.csv"
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print_head "Processing ${target_set} set..."
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process_lot clean "$@" | sed "s/^/\t/"
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shift
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vocoto \
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add "${data}/UPF/freesound-cc0/ds.csv" \
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stash noise \
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process_lot noise1 \
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"${target_set}" \
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add "${noise_set}" stash noise \
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add "${clean_set}" shuffle stash crosstalk \
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"$@" \
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shuffle \
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set original \
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write "${target_dir}/ds_${target_set}_clean" \
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shuffle \
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set crosstalk \
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\
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shuffle \
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stash remaining \
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slice remaining 80 \
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augment noise -gain -5 \
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@ -55,12 +77,13 @@ process_set() {
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rate 16000 \
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push result \
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clear \
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add result \
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write "${target_dir}/ds_${target_set}_noise1" \
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\
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clear \
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drop result \
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add original \
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add result | sed "s/^/\t/"
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process_lot noise2 \
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"${target_set}" \
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add "${noise_set}" stash noise \
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add "${clean_set}" shuffle stash crosstalk \
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"$@" \
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shuffle \
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stash remaining \
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slice remaining 80 \
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@ -81,17 +104,7 @@ process_set() {
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rate 16000 \
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push result \
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clear \
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add result \
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write "${target_dir}/ds_${target_set}_noise2"
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vocoto add "${target_dir}/ds_${target_set}_clean.csv" \
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hdf5 "${alphabet}" "${target_dir}/ds_${target_set}_clean.hdf5"
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vocoto add "${target_dir}/ds_${target_set}_noise1.csv" \
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hdf5 "${alphabet}" "${target_dir}/ds_${target_set}_noise1.hdf5"
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vocoto add "${target_dir}/ds_${target_set}_noise2.csv" \
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hdf5 "${alphabet}" "${target_dir}/ds_${target_set}_noise2.hdf5"
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add result | sed "s/^/\t/"
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}
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process_set train \
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@ -105,10 +118,6 @@ process_set dev \
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add "${lbs}-dev-clean.csv" \
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add "${lbs}-dev-other.csv"
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vocoto \
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process_set test \
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add "${lbs}-test-clean.csv" \
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add "${lbs}-test-other.csv" \
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write "${target_dir}/ds_test"
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vocoto add "${target_dir}/ds_test.csv" \
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hdf5 "${alphabet}" "${target_dir}/ds_test.hdf5"
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add "${lbs}-test-other.csv"
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