Dialect Identification on ADI 17 (test)
96.01F1 (weighted)CTC-DID + fine-tuned SSL
Evaluation results
| Method | Links | |
|---|---|---|
| CTC-DID + fine-tuned SSLTraining amount=50-hour (per dialect)2026.01 | 96.01 | |
| Whisper-mediumTraining amount=Full-data training2026.01 | 95.46 | |
| Whisper-mediumTraining amount=50-hour (per dialect)2026.01 | 95.29 | |
| CTC-DIDTraining amount=50-hour (per dialect)2026.01 | 93.58 | |
| Whisper-mediumTraining amount=10-hour (per dialect)2026.01 | 92.88 | |
| CTC-DID + fine-tuned SSLTraining amount=10-hour (per dialect)2026.01 | 86.98 | |
| CTC-DIDTraining amount=10-hour (per dialect)2026.01 | 77.34 | |
| Whisper-baseTraining amount=10-hour (per dialect)2026.01 | 65.05 | |
| ECAPA-TDNNTraining amount=10-hour (per dialect)2026.01 | 28.71 |