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