Mispronunciation Detection and Diagnosis on L2-ARCTIC 6-speaker subset (test)
69.6F1 ScorePER-MDD
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PER-MDDbackbone=HuBERT (fine-tuned), similarity threshold=0.7, retrieval top-k=102025.11 | 69.6 | 4.43 | 32.44 | 37.77 | 71.78 | 67.56 | 91.57 | |
| Joint-Align2025.11 | 63.04 | — | — | — | 77.12 | 53.31 | — | |
| w2v2-XLSR2025.11 | 60.44 | 5.7 | 41.8 | 29.28 | 62.86 | 58.2 | — | |
| MVmulti-MTseq2025.11 | 60.31 | — | — | — | 61.43 | 59.23 | — | |
| PHN-M22025.11 | 59.16 | 6.33 | 45.37 | 25.12 | 64.51 | 54.63 | 86.88 | |
| L1-MultiMDD2025.11 | 57.4 | 4.6 | — | — | — | — | — | |
| MDDGCN2025.11 | 56.49 | 9.18 | 38.03 | 25.24 | 51.9 | 61.97 | — |