University of Oregon

Bioacoustic encoder for birdsong that resolves individual syllables at 5 ms, using asymmetric spectrogram patches and Voronoi masked pretraining.

Decoder-only transformer that recasts ancestral recombination graph inference as next-token prediction, estimating coalescence times from variation.