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1 Parent(s): 65dbf0f

Delete load_dataset.txt

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  1. load_dataset.txt +0 -45
load_dataset.txt DELETED
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- # Dataset Loading Script
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- # Save this as load_dataset.py to use
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-
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- import csv
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- import os
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- from datasets import Dataset, Audio, Value, Features
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-
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- def load_dataset():
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- # Define features
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- features = Features({
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- "audio": Audio(sampling_rate=24000),
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- "text": Value("string"),
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- "speaker_id": Value("string"),
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- "emotion": Value("string"),
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- "language": Value("string")
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- })
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-
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- # Load data from CSV
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- data = {
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- "audio": [],
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- "text": [],
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- "speaker_id": [],
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- "emotion": [],
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- "language": []
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- }
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-
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- # Read JSONL
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- import json
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- with open("data.jsonl", "r", encoding="utf-8") as f:
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- for line in f:
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- obj = json.loads(line)
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- data["audio"].append(obj["audio"]) # relative path within repo
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- data["text"].append(obj.get("text", ""))
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- data["speaker_id"].append(obj.get("speaker_id", ""))
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- data["emotion"].append(obj.get("emotion", "neutral"))
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- data["language"].append(obj.get("language", "en"))
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-
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- # Create dataset
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- dataset = Dataset.from_dict(data, features=features)
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- return dataset
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-
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- # For direct loading
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- if __name__ == "__main__":
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- dataset = load_dataset()
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- print(f"Dataset loaded with {len(dataset)} examples")