active learning 2batch selection 1bioacoustics 1budgeted labeling 1disagreement weighting 1facility location 1frame-level audio classification 1gradient embeddings 1long-tailed distribution 1sound event detection 1
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cs.SD2025
Hybrid Disagreement-Diversity Active Learning for Bioacoustic Sound Event Detection
Shiqi Zhang, Tuomas Virtanen
Bioacoustic sound event detection (BioSED) is crucial for biodiversity conservation but faces practical challenges during model development and training: limited amounts of annotat…
cs.SD2024
Timing and Dynamics of the Rosanna Shuffle
Esa Räsänen, Niko Gullsten, Otto Pulkkinen +1
The Rosanna shuffle, the drum pattern from Toto's 1982 hit "Rosanna", is one of the most recognized drum beats in popular music. Recorded by Jeff Porcaro, this drum beat features a…