import tqdm import argparse import pandas as pd import os import sys dir_path = os.path.dirname(os.path.realpath(__file__)) parent_dir_path = os.path.abspath(os.path.join(dir_path, os.pardir)) sys.path.insert(0, parent_dir_path) from pathlib import Path from examples.speech_to_text.data_utils import ( load_df_from_tsv, save_df_to_tsv, gen_config_yaml, ) from fairseq.data.audio.data_cfg import S2SDataConfig MANIFEST_COLUMNS = ["audio", "tgt_text"] def process(args): cvss_dir = Path(args.cvss_dir) covost2_dir = Path(args.covost2_dir) out_dir = Path(args.out_dir) out_dir.mkdir(exist_ok=True) for split in ["train", "dev", "test"]: Path(f"{out_dir}/{split}").mkdir(exist_ok=True) with open(cvss_dir / f"{split}.tsv", "r") as f: data = f.read().splitlines() with open(f"{out_dir}/{split}/wav_list.txt", "w") as f_wav: with open(f"{out_dir}/{split}/target.txt", "w") as f_tgt: for x in data: wav, tgt = x.split("\t") f_wav.write(f"{covost2_dir}/clips/{wav}" + "\n") f_tgt.write(tgt + "\n") def main(): parser = argparse.ArgumentParser() parser.add_argument("--cvss-dir") parser.add_argument("--covost2-dir") parser.add_argument("--out-dir") args = parser.parse_args() process(args) if __name__ == "__main__": main()