Phonation mode classification on Soprano Dataset (5-fold cross-validation)
95.7AccuracyHuBERT
Evaluation results
| Method | Links | |
|---|---|---|
| HuBERTClassifier=SVM, Layer=52026.02 | 95.7 | |
| HuBERTClassifier=XGB, Layer=52026.02 | 92 | |
| wav2vec2-BASEClassifier=SVM, Layer=02026.02 | 90.7 | |
| wav2vec2-LARGEClassifier=SVM, Layer=02026.02 | 90.2 | |
| wav2vec2-BASEClassifier=XGB, Layer=02026.02 | 83.7 | |
| wav2vec2-LARGEClassifier=XGB, Layer=02026.02 | 82.6 | |
| SpectrogramClassifier=SVM, Note=Best baseline2026.02 | 79.9 | |
| SpectrogramClassifier=XGB, Note=Best baseline2026.02 | 79.6 |