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cs.SD2024
Self-Supervised Multi-View Learning for Disentangled Music Audio Representations
Julia Wilkins, Sivan Ding, Magdalena Fuentes +1
Self-supervised learning (SSL) offers a powerful way to learn robust, generalizable representations without labeled data. In music, where labeled data is scarce, existing SSL metho…
cs.SD2024
Robust DOA estimation using deep acoustic imaging
Adrian S. Roman, Iran R. Roman, Juan P. Bello
Direction of arrival estimation (DoAE) aims at tracking a sound in azimuth and elevation. Recent advancements include data-driven models with inputs derived from ambisonics intensi…