Few Shot Audio Classification On Speech
评估指标
Top-1 Accuracy(5-Way-1-Shot)
评测结果
各个模型在此基准测试上的表现结果
模型名称 | Top-1 Accuracy(5-Way-1-Shot) | Paper Title | Repository |
|---|---|---|---|
| Multi-Label Augmentation Prediction (FSD50K, RN18) | 20.08±0.37 | MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | |
| SimCLR (FSD50K, RN18) | 25.68±0.35 | MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | |
| MT-SLVR (SimCLR + MLAP) w/ Parallel Adapters (FSD50K, RN18) | 23.65±0.34 | MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations |
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