File size: 749 Bytes
ab9ac60 d5fe650 ab9ac60 d5fe650 ab9ac60 d5fe650 ab9ac60 d5fe650 ab9ac60 d5fe650 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 | # OmniASR Fine-tuned Model
## Training Summary
Best checkpoint: step_5000
Best validation CTC Loss: 78.7950
Best validation WER: 34.56
Best validation UER: 6.76
## Validation Metrics
| Step | CTC Loss | WER | UER |
|---|---|---|---|
| 5000 | 78.7950 | 34.56 | 6.76 |
## Training Metrics
| Step | CTC Loss | UER | WER | Learning Rate |
|---|---|---|---|---|
| 500 | 1931.3790 | | | 0.00000299 |
| 1000 | 332.8927 | | | 0.00000300 |
| 1500 | 149.1935 | | | 0.00000300 |
| 2000 | 87.4041 | | | 0.00000300 |
| 2500 | 66.7068 | | | 0.00000300 |
| 3000 | 57.5077 | | | 0.00000165 |
| 3500 | 54.2849 | | | 0.00000091 |
| 4000 | 50.9907 | | | 0.00000050 |
| 4500 | 51.3754 | | | 0.00000027 |
| 5000 | 51.0924 | | | 0.00000015 |
|