2 papers
cs.SD2026
Multi-layer attentive probing improves transfer of audio representations for bioacoustics
Marius Miron, David Robinson, Masato Hagiwara +15
Probing heads map the representations learned from audio by a machine learning model to downstream task labels and are a key component in evaluating representation learning. Most b…
cs.SD2025
Synthetic data enables context-aware bioacoustic sound event detection
Benjamin Hoffman, David Robinson, Marius Miron +8
We propose a methodology for training foundation models that enhances their in-context learning capabilities within the domain of bioacoustic signal processing. We use syntheticall…