CRYSTAL-R1
/
SoundScribe
/SpeakerID
/scripts
/freesound_download_resample
/download_resample_freesound.sh
# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved. | |
# | |
# Licensed under the Apache License, Version 2.0 (the "License"); | |
# you may not use this file except in compliance with the License. | |
# You may obtain a copy of the License at | |
# | |
# http://www.apache.org/licenses/LICENSE-2.0 | |
# | |
# Unless required by applicable law or agreed to in writing, software | |
# distributed under the License is distributed on an "AS IS" BASIS, | |
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
# See the License for the specific language governing permissions and | |
# limitations under the License. | |
#!/bin/bash | |
# This is bash script actually run the downloading and resampling script. | |
# See instructions in freesound_download.py | |
# Change this arguments if you want | |
page_size=100 # Number of sounds per page | |
max_samples=200 # Maximum number of sound samples | |
min_filesize=0 # Minimum filesize allowed (in MB) | |
max_filesize=100 # Maximum filesize allowed (in MB) | |
if [[ $# -ne 3 ]]; then | |
echo "Require number of all files | data directory | resample data directory as arguments to the script" | |
exit 2 | |
fi | |
NUM_ALL_FILES=$1 | |
DATADIR=$2 | |
RESAMPLE_DATADIR=$3 | |
if [ ! -d "$DATADIR" ]; then | |
echo "Creating dir $DATADIR" | |
mkdir -p "$DATADIR" | |
fi | |
if [ ! -d "$RESAMPLE_DATADIR" ]; then | |
echo "Creating dir $RESAMPLE_DATADIR" | |
mkdir -p "$RESAMPLE_DATADIR" | |
fi | |
# we just need background categories for constructing dataset, feel free to include other (speech) categories for testing and training your VAD model | |
# background | |
categories=( | |
"Air brake" | |
"Static" | |
"Acoustic environment" | |
"Distortion" | |
"Tape hiss" | |
"Hubbub" | |
"Vibration" | |
"Cacophony" | |
"Throbbing" | |
"Reverberation" | |
"Inside, public space" | |
"Inside, small room" | |
"Echo" | |
"Outside, rural" | |
"Outside, natural" | |
"Outside, urban" | |
"Outside, manmade" | |
"Car" | |
"Bus" | |
"Traffic noise" | |
"Roadway noise" | |
"Truck" | |
"Emergency vehicle" | |
"Motorcycle" | |
"Aircraft engine" | |
"Aircraft" | |
"Helicopter" | |
"Bicycle" | |
"Skateboard" | |
"Subway, metro, underground" | |
"Railroad car" | |
"Train wagon" | |
"Train" | |
"Sailboat" | |
"Rowboat" | |
"Ship" | |
) | |
WAV_FILECOUNT="$(find $DATADIR -name '*.wav' -type f | wc -l)" | |
FLAC_FILECOUNT="$(find $DATADIR -name '*.flac' -type f | wc -l)" | |
FILECOUNT="$((WAV_FILECOUNT + FLAC_FILECOUNT))" | |
echo "File count: " $FILECOUNT | |
while((FILECOUNT <= NUM_ALL_FILES)) | |
do | |
for category in "${categories[@]}" | |
do | |
python freesound_download.py --data_dir "${DATADIR}" --category "${category}" --page_size "${page_size}" --max_samples "${max_samples}" --min_filesize "${min_filesize}" --max_filesize "${max_filesize}" | |
ret=$? | |
if [ $ret -ne 0 ]; then | |
exit 1 | |
fi | |
done | |
WAV_FILECOUNT="$(find $DATADIR -name '*.wav' -type f | wc -l)" | |
FLAC_FILECOUNT="$(find $DATADIR -name '*.flac' -type f | wc -l)" | |
FILECOUNT="$((WAV_FILECOUNT + FLAC_FILECOUNT))" | |
echo "Current file count is: " $FILECOUNT | |
done | |
# RESAMPLE | |
echo "Got enough data. Start resample!" | |
python freesound_resample.py --data_dir="${DATADIR}" --resampled_dir="${RESAMPLE_DATADIR}" | |
echo "Done resample data!" | |