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parse.py

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+from datasets import Dataset, Audio
+import os
+
+# Your audio files directory
+audio_dir = "./ALL"
+
+# List of dicts with path and name
+data = [
+    {"audio": os.path.join(audio_dir, f), "name": f}
+    for f in os.listdir(audio_dir)
+    if f.endswith((".wav", ".mp3", ".flac"))
+]
+
+# Create a Dataset
+dataset = Dataset.from_list(data)
+print(dataset)
+
+# Cast 'audio' column to Audio type
+dataset = dataset.cast_column("audio", Audio())
+
+# Save as parquet
+#dataset.to_parquet("audio_dataset.parquet")