Dialect Identification on Casablanca (test)
60.23F1 (weighted)CTC-DID + fine-tuned SSL
Evaluation Results
| Method | Links | |
|---|---|---|
| CTC-DID + fine-tuned SSLTraining amount=50-hour (per dialect), Zero-shot evaluation=true2026.01 | 60.23 | |
| CTC-DIDTraining amount=50-hour (per dialect), Zero-shot evaluation=true2026.01 | 58.12 | |
| CTC-DID + fine-tuned SSLTraining amount=10-hour (per dialect), Zero-shot evaluation=true2026.01 | 56.02 | |
| Whisper-mediumTraining amount=Full-data training, Zero-shot evaluation=true2026.01 | 53.84 | |
| CTC-DIDTraining amount=10-hour (per dialect), Zero-shot evaluation=true2026.01 | 51.36 | |
| HubertTraining amount=Full-data training, Zero-shot evaluation=true2026.01 | 39.24 | |
| Whisper-baseTraining amount=10-hour (per dialect), Zero-shot evaluation=true2026.01 | 32.23 | |
| ECAPA-TDNNTraining amount=10-hour (per dialect), Zero-shot evaluation=true2026.01 | 10.18 |