Stuttering Detection on SEP-28k (test)
66PrecisionAudio-Only Baseline
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Audio-Only BaselineModel Architecture=Audio-Only Baseline, Insight=High precision, misses context2025.12 | 66 | 56 | 60 | — | — | — | — | — | |
| Late-Fusion (StutterFuse)Model Architecture=Late-Fusion (StutterFuse), Insight=Balanced Performance2025.12 | 60 | 72 | 65 | 6.6 | — | — | — | — | |
| Mid-Fusion (RAC)Model Architecture=Mid-Fusion (RAC), Insight=High Recall, 'Echo Chamber'2025.12 | 52 | 82 | 64 | 4.9 | — | — | — | — | |
| 616K CNNHead type=event, Random seeds=3, Bootstrap resampling=2,000 resamples2026.04 | — | — | — | — | 65.1 | 62 | 64.9 | 61.4 |