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README.md

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+---
+license: mit
+task_categories:
+  - text-to-speech
+  - automatic-speech-recognition
+language:
+  - ur
+tags:
+  - urdu
+  - phonemes
+  - kanade
+  - speech
+  - ipa
+  - rasa
+size_categories:
+  - 1K<n<10K
+---
+
+# Rasa-Annotated
+
+Enhanced version of [Rasa](https://huggingface.co/datasets/humair025/Rasa) with phoneme annotations and Kanade tokenizer features.
+
+## Dataset Statistics
+
+- **Total Samples**: 26,102
+- **Total Duration**: 46.92 hours
+- **Average Duration**: 6.47 seconds
+- **Duration Range**: 0.31s - 45.34s
+- **Average Phonemes**: 18.4 per sample
+- **Average Kanade Tokens**: 530.7 per sample
+- **Global Embedding Dimension**: 128
+
+### Gender Distribution
+
+| Gender | Count |
+|--------|-------|
+| Female | 12,583 |
+| Male | 13,519 |
+
+### Style Distribution
+
+| Style | Count |
+|-------|-------|
+| CONV | 5,013 |
+| FEAR | 765 |
+| WIKI | 6,606 |
+| BOOK | 2,040 |
+| NEWS | 1,897 |
+| DISGUST | 868 |
+| ANGER | 814 |
+| UMANG | 188 |
+| PROPER NOUN | 4,595 |
+| SAD | 736 |
+| HAPPY | 839 |
+| ALEXA | 470 |
+| BB | 259 |
+| SURPRISE | 824 |
+| DIGI | 188 |
+
+## New Columns
+
+This dataset adds the following annotation columns (audio and wav_path are **NOT** included to save space):
+
+1. **phonemes** (string): IPA phonemes with stress markers (space-separated)
+2. **phonemes_no_stress** (string): IPA phonemes without stress markers
+3. **phonemes_list** (list): List of individual phonemes with stress
+4. **phoneme_count** (int): Number of phonemes
+5. **content_token_indices** (list): Kanade content token indices
+6. **global_embedding** (list): Kanade global embedding vector
+7. **token_len** (int): Length of content token sequence
+
+**Note**: The `audio` and `wav_path` columns are removed to reduce dataset size. Use the original [Rasa dataset](https://huggingface.co/datasets/humair025/Rasa) if you need the audio files.
+
+## Generated By
+
+- **Phonemes**: [urdu-g2p](https://github.com/zeeraktalat/urdu_g2p)
+- **Kanade Features**: [kanade-12.5hz](https://huggingface.co/frothywater/kanade-12.5hz)
+- **Processing**: CUDA-accelerated on GPU
+- **Processing Date**: 2026-02-05
+
+## Usage
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("humair025/Rasa-Annotated-25kHz")
+
+# Example sample
+sample = dataset['train'][0]
+print(f"Text: {sample['text']}")
+print(f"Duration: {sample['duration']}s")
+print(f"Gender: {sample['gender']}")
+print(f"Style: {sample['style']}")
+print(f"Phonemes: {sample['phonemes']}")
+print(f"Token length: {sample['token_len']}")
+print(f"Global embedding shape: {len(sample['global_embedding'])}")
+
+# Note: Audio is not included in this dataset
+# Use the original Rasa dataset if you need audio files
+```
+
+## Original Dataset
+
+Based on [Rasa](https://huggingface.co/datasets/humair025/Rasa)
+
+## License
+
+MIT License