Whistle Classification on Whistle classification dataset
82AccuracyDolph2Vec
Evaluation results
| Method | Links | |
|---|---|---|
| Dolph2VecEvaluation Protocol=stratified 5-fold cross validation2026.06 | 82 | |
| AVES-bioPre-training dataset=curated subset of AudioSet and VGGSound, Evaluation Protocol=stratified 5-fold cross validation, Fine-tuning=none2026.06 | 76.3 | |
| BioLingualPre-training dataset=AnimalSpeak, Evaluation Protocol=stratified 5-fold cross validation, Zero-shot=true, Fine-tuning=none2026.06 | 74.5 | |
| AVES-corePre-training dataset=general audio datasets (FSD50K and AudioSet), Evaluation Protocol=stratified 5-fold cross validation, Fine-tuning=none2026.06 | 74 | |
| Mean SpectrogramEvaluation Protocol=stratified 5-fold cross validation2026.06 | 61.6 | |
| MFCCsEvaluation Protocol=stratified 5-fold cross validation2026.06 | 47.2 | |
| Spectral FeaturesEvaluation Protocol=stratified 5-fold cross validation2026.06 | 34.2 | |
| Chance level2026.06 | 16.7 |