Beyond task performance: Decoding bioacoustic embeddings with speech features

Ines Nolasco, Jules Cauzinille, Marius Miron +8

Pretrained audio embeddings are standard in bioacoustics, yet little is known about which acoustic features these models encode, nor which are useful for a given task. This hinders…