| 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() |
|
|
