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import argparse |
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import os |
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from pathlib import Path |
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import sys |
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from gradio_client import Client, handle_file |
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import numpy as np |
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from tqdm import tqdm |
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import shutil |
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pwd = os.path.abspath(os.path.dirname(__file__)) |
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sys.path.append(os.path.join(pwd, "../../")) |
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import librosa |
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from scipy.io import wavfile |
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def get_args(): |
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parser = argparse.ArgumentParser() |
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parser.add_argument( |
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"--src_dir", |
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default=r"E:\Users\tianx\HuggingDatasets\nx_noise\data\speech\en-PH", |
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type=str |
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) |
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parser.add_argument( |
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"--tgt_dir", |
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default=r"E:\Users\tianx\HuggingDatasets\nx_noise\data\speech-denoise\en-PH", |
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type=str |
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) |
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args = parser.parse_args() |
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return args |
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def main(): |
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args = get_args() |
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client = Client(src="http://127.0.0.1:7865/") |
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src_dir = Path(args.src_dir) |
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tgt_dir = Path(args.tgt_dir) |
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tgt_dir.mkdir(parents=True, exist_ok=True) |
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tgt_date_list = list(sorted([date.name for date in src_dir.glob("*") if not date.name.endswith(".zip")])) |
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finished_date_set = set(tgt_date_list[:-1]) |
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current_date = tgt_date_list[-1] |
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print(f"finished_date_set: {finished_date_set}") |
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print(f"current_date: {current_date}") |
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finished_set = set() |
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for filename in (tgt_dir / current_date).glob("*.wav"): |
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name = filename.name |
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finished_set.add(name) |
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src_date_list = list(sorted([date.name for date in src_dir.glob("*")])) |
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for date in src_date_list: |
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if date in finished_date_set: |
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continue |
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for filename in (src_dir / current_date).glob("**/*.wav"): |
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result = client.predict( |
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noisy_audio_file_t=handle_file(filename.as_posix()), |
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noisy_audio_microphone_t=None, |
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engine="frcrn-10-dns3", |
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api_name="/when_click_denoise_button" |
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) |
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denoise_file = result[0] |
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tgt_file = tgt_dir / current_date / f"{filename.name}" |
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tgt_file.parent.mkdir(parents=True, exist_ok=True) |
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shutil.move(denoise_file, tgt_file) |
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print(denoise_file) |
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exit(0) |
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return |
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if __name__ == "__main__": |
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main() |
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