icefall/egs/multi_en/ASR/prepare.sh

#!/usr/bin/env bash

# fix segmentation fault reported in https://github.com/k2-fsa/icefall/issues/674
export PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python

set -eou pipefail

nj=16
stage=-1
stop_stage=100

dl_dir=$PWD/download

. shared/parse_options.sh || exit 1

# vocab size for sentence piece models.
# It will generate data/lang_bpe_xxx,
# data/lang_bpe_yyy if the array contains xxx, yyy
vocab_sizes=(
  # 5000
  # 2000
  # 1000
  500
)

# multidataset list.
# LibriSpeech and musan are required.
# The others are optional.
multidataset=(
  "gigaspeech",
  "commonvoice",
  "peoples_speech",
)

# All files generated by this script are saved in "data".
# You can safely remove "data" and rerun this script to regenerate it.
mkdir -p data

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]}) $*"
}

log "dl_dir: $dl_dir"

log "Dataset: musan"
if [ $stage -le 1 ] && [ $stop_stage -ge 1 ]; then
  log "Stage 1: Soft link fbank of musan"
  mkdir -p data/fbank
  if [ -e ../../librispeech/ASR/data/fbank/.musan.done ]; then
    cd data/fbank
    ln -svf $(realpath ../../../../librispeech/ASR/data/fbank/musan_feats) .
    ln -svf $(realpath ../../../../librispeech/ASR/data/fbank/musan_cuts.jsonl.gz) .
    cd ../..
  else
    log "Abort! Please run ../../librispeech/ASR/prepare.sh --stage 4 --stop-stage 4"
    exit 1
  fi
fi

log "Dataset: LibriSpeech"
if [ $stage -le 2 ] && [ $stop_stage -ge 2 ]; then
  log "Stage 2: Soft link fbank of librispeech"
  mkdir -p data/fbank
  if [ -e ../../librispeech/ASR/data/fbank/.librispeech.done ]; then
    cd data/fbank
    ln -svf $(realpath ../../../../librispeech/ASR/data/fbank/librispeech_cuts_train-all-shuf.jsonl.gz) .
    cd ../..
  else
    log "Abort! Please run ../../librispeech/ASR/prepare.sh --stage 3 --stop-stage 3"
    exit 1
  fi
fi

if [ $stage -le 3 ] && [ $stop_stage -ge 3 ]; then
  log "Stage 3: Soft link phone based lang"
  if [ -e ../../librispeech/ASR/data/lang_phone/L_disambig.pt ]; then
    cd data
    ln -svf $(realpath ../../../librispeech/ASR/data/lang_phone) .
    cd ..
  else
    log "Abort! Please run ../../librispeech/ASR/prepare.sh --stage 5 --stop-stage 5"
    exit 1
  fi
fi

if [ $stage -le 4 ] && [ $stop_stage -ge 4 ]; then
  log "Stage 4: Soft link BPE based lang"
  cd data
  for vocab_size in ${vocab_sizes[@]}; do
    if [ -e ../../../librispeech/ASR/data/lang_bpe_${vocab_size}/L_disambig.pt ]; then
      ln -svf $(realpath ../../../librispeech/ASR/data/lang_bpe_${vocab_size}) .
    else
      log "Abort! Please run ../../librispeech/ASR/prepare.sh --stage 6 --stop-stage 6"
      exit 1
    fi
  done
  cd ..
fi

if [ $stage -le 5 ] && [ $stop_stage -ge 5 ]; then
  log "Stage 5: Soft link G"

  mkdir -p data/lm
  cd data/lm
  if [ -f ../../../../librispeech/ASR/data/lm/G_3_gram.fst.txt ]; then
    ln -svf $(realpath ../../../../librispeech/ASR/data/lm/G_3_gram.fst.txt) .
  else
    log "Abort! Please run ../../librispeech/ASR/prepare.sh --stage 8 --stop-stage 8"
    exit 1
  fi

  if [ -f ../../../../librispeech/ASR/data/lm/G_4_gram.fst.txt ]; then
    ln -svf $(realpath ../../../../librispeech/ASR/data/lm/G_4_gram.fst.txt) .
  else
    log "Abort! Please run ../../librispeech/ASR/prepare.sh --stage 8 --stop-stage 8"
    exit 1
  fi
  cd ../..
fi

if [ $stage -le 6 ] && [ $stop_stage -ge 6 ]; then
  log "Stage 6: Prepare the other datasets"
  # GigaSpeech
  if [[ "${multidataset[@]}" =~ "gigaspeech" ]] && [ ! -f data/fbank/.gigaspeech.done ]; then
    log "Dataset: GigaSpeech"
    cd data/fbank
    if [ -f ../../../../gigaspeech/ASR/data/fbank/XL_split/.split_completed ]; then
      ln -svf $(realpath ../../../../gigaspeech/ASR/data/fbank/XL_split) .
    else
      log "Abort! Please run ../../gigaspeech/ASR/prepare.sh --stage 5 --stop-stage 6"
      exit 1
    fi

    touch .gigaspeech.done
    cd ../..
  fi

  # CommonVoice
  if [[ "${multidataset[@]}" =~ "commonvoice" ]] && [ ! -f data/fbank/.commonvoice.done ]; then
    log "Dataset: CommonVoice"
    cd data/fbank
    if [ -f ../../../../commonvoice/ASR/data/en/fbank/.cv-en_train.done ]; then
      ln -svf $(realpath ../../../../commonvoice/ASR/data/en/fbank/cv-en_train_split_1000) .
      ln -svf $(realpath ../../../../commonvoice/ASR/data/en/fbank/cv-en_cuts_train.jsonl.gz) .
    else
      log "Abort! Please run ../../commonvoice/ASR/prepare.sh --stage 5 --stop-stage 6"
      exit 1
    fi

    touch .commonvoice.done
    cd ../..
  fi

  # People's Speech
  if [[ "${multidataset[@]}" =~ "peoples_speech" ]] && [ ! -f data/fbank/.peoples_speech.done ]; then
    log "Dataset: People's Speech"
    cd data/fbank
    if [ -f ../../../../peoples_speech/ASR/data/fbank/.peoples_speech_train.done ]; then
      ln -svf $(realpath ../../../../peoples_speech/ASR/data/fbank/peoples_speech_train_split) .
    else
      log "Abort! Please run ../../peoples_speech/ASR/prepare.sh --stage 5 --stop-stage 6"
      exit 1
    fi

    touch .peoples_speech.done
    cd ../..
  fi
fi