import numpy as np from funasr.utils.job_runner import MultiProcessRunnerV3 from funasr.utils.misc import load_scp_as_list, load_scp_as_dict import os import librosa import soundfile as sf import argparse class MyRunner(MultiProcessRunnerV3): def prepare(self, parser): parser.add_argument("dir", type=str) parser.add_argument("out_dir", type=str) args = parser.parse_args() meeting_scp = load_scp_as_list(os.path.join(args.dir, "meeting.scp")) vad_file = open(os.path.join(args.dir, "segments"), encoding="utf-8") meeting2vad = {} for one_line in vad_file: uid, mid, st, ed = one_line.strip().split(" ") st, ed = int(float(st) * args.sr), int(float(ed) * args.sr) if mid not in meeting2vad: meeting2vad[mid] = [] meeting2vad[mid].append((uid, st, ed)) if not os.path.exists(args.out_dir): os.makedirs(args.out_dir) task_list = [(mid, wav_path, meeting2vad[mid]) for mid, wav_path in meeting_scp] return task_list, None, args def post(self, results_list, args): pass def process(task_args): _, task_list, _, args = task_args for mid, wav_path, vad_list in task_list: wav = librosa.load(wav_path, args.sr, True)[0] * 32767 seg_list = [] pos_map = [] offset = 0 for uid, st, ed in vad_list: seg_list.append(wav[st: ed]) pos_map.append("{} {} {} {} {}\n".format(uid, st, ed, offset, offset+ed-st)) offset = offset + ed - st out = np.concatenate(seg_list, axis=0) save_path = os.path.join(args.out_dir, "{}.wav".format(mid)) sf.write(save_path, out.astype(np.int16), args.sr, "PCM_16", "LITTLE", "WAV", True) map_path = os.path.join(args.out_dir, "{}.pos".format(mid)) with open(map_path, "wt", encoding="utf-8") as fd: fd.writelines(pos_map) print(mid) return None if __name__ == '__main__': my_runner = MyRunner(process) my_runner.run()