Datasets:
File size: 1,896 Bytes
b7cf04c |
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 50 51 52 53 |
import os
import json
from huggingface_hub import login
from datasets import Dataset, Audio
def load_audio_data(root_folder_path):
"""从指定文件夹加载音频和对应的JSON数据。"""
data = {
"Rebuttal Subject": [],
"Audio Name": [],
"audio": [],
"text": [],
"json": [],
}
for subfolder in os.listdir(root_folder_path):
subfolder_path = os.path.join(root_folder_path, subfolder)
if os.path.isdir(subfolder_path):
for file_name in os.listdir(subfolder_path):
if file_name.endswith('.json'):
json_path = os.path.join(subfolder_path, file_name)
with open(json_path, 'r', encoding='utf-8') as json_file:
json_data = json.load(json_file)
text = json_data.get('text', '')
audio_file = file_name.replace('.json', '.wav')
audio_path = os.path.join(subfolder_path, audio_file)
if os.path.exists(audio_path):
data["Audio Name"].append(audio_file)
data["audio"].append(audio_path)
data["text"].append(text)
data["json"].append(json_data)
data["Rebuttal Subject"].append(subfolder.replace('、', '/'))
return data
def main():
login("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")
root_folder_path = 'data/' # 替换为你的文件夹路径
data = load_audio_data(root_folder_path)
audio_dataset = Dataset.from_dict(data)
audio_dataset = audio_dataset.cast_column("audio", Audio())
audio_dataset.push_to_hub("amphion/Debatts-Data")
print("数据集已上传到 Hugging Face Hub，并可播放音频。")
if __name__ == "__main__":
main()
|