Neural Representations, Natural Connections: What Transfers From Human Speech Foundation Models to Animal Vocalizations?

Tomás Arias-Vergara, Christopher Hauer, Héloïse Brotier +3

Speech-pretrained models have shown promise in animal bioacoustics, but the factors governing their cross-species transfer remain poorly understood. We evaluate 15 frozen encoders…