#!/bin/bash # Copyright 2019 Tomoki Hayashi # MIT License (https://opensource.org/licenses/MIT) # shellcheck disable=SC1091 . ./path.sh || exit 1; fs=24000 num_dev=250 num_eval=250 train_set="train_nodev" dev_set="dev" eval_set="eval" shuffle=false # shellcheck disable=SC1091 . utils/parse_options.sh || exit 1; db_root=$1 data_dir=$2 # check arguments if [ $# != 2 ]; then echo "Usage: $0 [Options] " echo "e.g.: $0 downloads/jsut_ver1.1 data" echo "" echo "Options:" echo " --fs: target sampling rate (default=24000)." echo " --num_dev: number of development uttreances (default=250)." echo " --num_eval: number of evaluation uttreances (default=250)." echo " --train_set: name of train set (default=train_nodev)." echo " --dev_set: name of dev set (default=dev)." echo " --eval_set: name of eval set (default=eval)." echo " --shuffle: whether to perform shuffle in making dev / eval set (default=false)." exit 1 fi set -euo pipefail [ ! -e "${data_dir}/all" ] && mkdir -p "${data_dir}/all" # set filenames scp="${data_dir}/all/wav.scp" segments="${data_dir}/all/segments" # check file existence [ -e "${scp}" ] && rm "${scp}" [ -e "${segments}" ] && rm "${segments}" # make scp find "${db_root}" -follow -name "*.wav" | sort | while read -r filename; do id=$(basename "${filename}" | sed -e "s/\.[^\.]*$//g") echo "${id} cat ${filename} | sox -t wav - -c 1 -b 16 -t wav - rate ${fs} |" >> "${scp}" done # make segments find "${db_root}" -name "*.lab" -follow | sort | while read -r filename; do id=$(basename "${filename}" | sed -e "s/\.[^\.]*$//g") start_nsec=$(head -n 1 "${filename}" | cut -d " " -f 2) end_nsec=$(tail -n 1 "${filename}" | cut -d " " -f 1) start_sec=$(echo "${start_nsec}*0.0000001" | bc | sed "s/^\./0./") end_sec=$(echo "${end_nsec}*0.0000001" | bc | sed "s/^\./0./") echo "${id} ${id} ${start_sec} ${end_sec}" >> "${segments}" done # check diff -q <(awk '{print $1}' "${scp}") <(awk '{print $1}' "${segments}") > /dev/null # split num_all=$(wc -l < "${scp}") num_deveval=$((num_dev + num_eval)) num_train=$((num_all - num_deveval)) utils/split_data.sh \ --num_first "${num_train}" \ --num_second "${num_deveval}" \ --shuffle "${shuffle}" \ "${data_dir}/all" \ "${data_dir}/${train_set}" \ "${data_dir}/deveval" utils/split_data.sh \ --num_first "${num_dev}" \ --num_second "${num_eval}" \ --shuffle "${shuffle}" \ "${data_dir}/deveval" \ "${data_dir}/${dev_set}" \ "${data_dir}/${eval_set}" # remove tmp directories rm -rf "${data_dir}/all" rm -rf "${data_dir}/deveval" echo "Successfully prepared data."