wav.scp segments split

游雁

2023-04-21 b9999910b8769602321ee099f3ffc123f63a76e0

wav.scp segments split

 egs/aishell/transformer/utils/process_opus.py

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# 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

from pydub import AudioSegment
import sys
import os


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)
    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")

            os.makedirs(output_dir, exist_ok=True)
            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).set_sample_width(2)
            target_audio.export(seg_wav_path, format="wav")

            fout.write("{} {}\n".format(utt_id, seg_wav_path))
            if i % 200 == 0:
                print("seg wav finished: {}%".format(int(i / num_utts)))


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()