Metric Learning with Background Noise Class for Few-shot Detection of Rare Sound Events

Kazuki Shimada, Yuichiro Koyama, Akira Inoue

Few-shot learning systems for sound event recognition have gained interests since they require only a few examples to adapt to new target classes without fine-tuning. However, such…