# Copyright (c) 2021 PaddlePaddle Authors. 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. # Copyright 2021 NPU, ASLP Group (Author: Qijie Shao) # 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. # process_opus.py: segmentation and downsampling of opus audio # usage: python3 process_opus.py wav.scp segments output_wav.scp import os import sys from pydub import AudioSegment def read_file(wav_scp, segments): wav_scp_dict = {} with open(wav_scp, 'r', encoding='UTF-8') as fin: for line_str in fin: wav_id, path = line_str.strip().split() wav_scp_dict[wav_id] = path utt_list = [] seg_path_list = [] start_time_list = [] end_time_list = [] with open(segments, 'r', encoding='UTF-8') as fin: for line_str in fin: arr = line_str.strip().split() assert len(arr) == 4 utt_list.append(arr[0]) seg_path_list.append(wav_scp_dict[arr[1]]) start_time_list.append(float(arr[2])) end_time_list.append(float(arr[3])) return utt_list, seg_path_list, start_time_list, end_time_list # TODO(Qijie): Fix the process logic def output(output_wav_scp, utt_list, seg_path_list, start_time_list, end_time_list): num_utts = len(utt_list) step = int(num_utts * 0.01) with open(output_wav_scp, 'w', encoding='UTF-8') as fout: previous_wav_path = "" for i in range(num_utts): utt_id = utt_list[i] current_wav_path = seg_path_list[i] output_dir = (os.path.dirname(current_wav_path)) \ .replace("audio", 'audio_seg') seg_wav_path = os.path.join(output_dir, utt_id + '.wav') # if not os.path.exists(output_dir): # os.makedirs(output_dir) if current_wav_path != previous_wav_path: source_wav = AudioSegment.from_file(current_wav_path) previous_wav_path = current_wav_path start = int(start_time_list[i] * 1000) end = int(end_time_list[i] * 1000) target_audio = source_wav[start:end].set_frame_rate(16000) target_audio.export(seg_wav_path, format="wav") fout.write("{} {}\n".format(utt_id, seg_wav_path)) if i % step == 0: print("seg wav finished: {}%".format(int(i / step))) def main(): wav_scp = sys.argv[1] segments = sys.argv[2] output_wav_scp = sys.argv[3] utt_list, seg_path_list, start_time_list, end_time_list \ = read_file(wav_scp, segments) output(output_wav_scp, utt_list, seg_path_list, start_time_list, end_time_list) if __name__ == '__main__': main()