---
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

---