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--- |
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dataset_info: |
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features: |
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- name: file_name |
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dtype: string |
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- name: url |
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dtype: string |
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- name: Dilgo_kyentse_Rinpoche_model_inference |
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|
dtype: string |
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- name: audio_duration |
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dtype: float64 |
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- name: Human_transcript |
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dtype: string |
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- name: General_model_inference |
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dtype: string |
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- name: situ_rinpoche_model_inference |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 791538 |
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num_examples: 552 |
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download_size: 266432 |
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dataset_size: 791538 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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--- |
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# Tibetan ASR Model Comparison: Garchen Rinpoche Dataset |
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## Dataset Information |
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- Content: Garchen Rinpoche Tibetan teachings |
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- Samples: 552 audio segments |
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- Duration: 1.21 hours total |
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- Metrics used: Character Error Rate (CER), Word Error Rate (WER), Syllable Error Rate (SER) |
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## Model Performance Summary |
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### General STT Model |
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- Model: [OpenPecha General Tibetan STT](https://huggingface.co/ganga4364/mms_300_v4.96000) |
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- Character Error Rate: 27.53% |
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- Word Error Rate: 57.24% |
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- Syllable Error Rate: 51.15% |
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- Major Error Type: Word substitutions (75%) |
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### Situ Rinpoche Model |
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- Model: [OpenPecha Situ Rinpoche ASR](https://huggingface.co/openpecha/Situ_rinpoche_asr) |
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- Character Error Rate: 28.92% |
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- Word Error Rate: 60.68% |
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- Syllable Error Rate: 53.68% |
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- Major Error Type: Word substitutions (75%) |
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### Dilgo Khyentse Model |
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- Model: [OpenPecha Dilgo Khyentse ASR](https://huggingface.co/ganga4364/kr_wav2vec2_v2.137000) |
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- Character Error Rate: 65.96% |
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- Word Error Rate: 92.63% |
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- Syllable Error Rate: 91.55% |
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- Major Error Type: High proportion of deletions (33%) |
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### Detailed Documentation [here](https://forum.openpecha.org/t/stt-evaluation-report-on-garchen-rinpoche-by-different-models/323) |
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--- |
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# Dataset Statistics |
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## Configuration: `default` |
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### Split: `train` |
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**Total Rows**: 552 |
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#### `audio_duration` |
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- **Type**: numerical |
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- **Data Type**: `float64` |
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- **Sum**: 4,362.82 |
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- **Average**: 7.90 |
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--- |
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