import json import glob from uuid import uuid4 from pathlib import Path import shutil import os os.makedirs("labels/test", exist_ok=True) os.makedirs("labels/train", exist_ok=True) os.makedirs("original_audios", exist_ok=True) splits = ["split1", "split8", "split9"] mapping = {"train": [], "test": []} file_name_mapping = {} for split in splits: audios, labels = sorted(glob.glob(f"../{split}/original_audios/*.wav")), sorted(glob.glob(f"../{split}/labels/**/*.csv", recursive=True)) for audio, label in zip(audios, labels): new_name = str(uuid4()).split("-")[0] old_name = Path(audio) file_name_mapping[str(old_name).replace(".wav", "")] = new_name if "test" in str(old_name): mapping["test"].append((split, str(old_name).replace(".wav", ""))) else: mapping["train"].append((split, str(old_name).replace(".wav", ""))) with open("new_name_mapping.json", "w") as f: json.dump(file_name_mapping, f, indent=4) for split, name in mapping["test"]: new_name = file_name_mapping[name] old_name = Path(name).stem wav_path, csv_path = f"../{split}/original_audios/{old_name}.wav", f"../{split}/labels/test/{old_name}.csv" shutil.move(wav_path, f"original_audios/{new_name}.wav") shutil.move(csv_path, f"labels/test/{new_name}.csv") for split, name in mapping["train"]: new_name = file_name_mapping[name] old_name = Path(name).stem wav_path, csv_path = f"../{split}/original_audios/{old_name}.wav", f"../{split}/labels/train/{old_name}.csv" shutil.move(wav_path, f"original_audios/{new_name}.wav") shutil.move(csv_path, f"labels/train/{new_name}.csv")