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eess.AS2023
Adapting Language-Audio Models as Few-Shot Audio Learners
Jinhua Liang, Xubo Liu, Haohe Liu +4
We presented the Treff adapter, a training-efficient adapter for CLAP, to boost zero-shot classification performance by making use of a small set of labelled data. Specifically, we…
eess.AS2022★ 5 cited
Segment-level Metric Learning for Few-shot Bioacoustic Event Detection
Haohe Liu, Xubo Liu, Xinhao Mei +3
Few-shot bioacoustic event detection is a task that detects the occurrence time of a novel sound given a few examples. Previous methods employ metric learning to build a latent spa…