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901e06a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 | 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()
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