Dysarthric speech severity assessment on DysArinVox Cross-domain (test)
0.631SRCCProposed (L_coarse)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Proposed (L_coarse)Stage 1=true, Stage 2=true, Stage 3=true2026.03 | 0.631 | 0.632 | |
| SimCLRStage 1=true, Stage 2=true2026.03 | 0.628 | 0.635 | |
| Proposed (L_dis)Stage 1=true, Stage 2=true, Stage 3=true2026.03 | 0.583 | 0.626 | |
| BaselineStage 1=true2026.03 | 0.578 | 0.619 | |
| Rank-N-ContrastStage 1=true, Stage 2=true, Stage 3=true2026.03 | 0.564 | 0.601 | |
| Proposed (L_con)Stage 1=true, Stage 2=true, Stage 3=true2026.03 | 0.558 | 0.599 | |
| SpICE2026.03 | 0.538 | 0.463 | |
| UTMOS2026.03 | 0.521 | 0.525 | |
| DNSMOS2026.03 | 0.37 | 0.502 | |
| HuBERT Probe2026.03 | 0.279 | 0.334 |