3 papers
cs.SD2024
Enhanced Sound Event Localization and Detection in Real 360-degree audio-visual soundscapes
Adrian S. Roman, Baladithya Balamurugan, Rithik Pothuganti
This technical report details our work towards building an enhanced audio-visual sound event localization and detection (SELD) network. We build on top of the audio-only SELDnet23…
eess.AS2024
Spatial Scaper: A Library to Simulate and Augment Soundscapes for Sound Event Localization and Detection in Realistic Rooms
Iran R. Roman, Christopher Ick, Sivan Ding +3
Sound event localization and detection (SELD) is an important task in machine listening. Major advancements rely on simulated data with sound events in specific rooms and strong sp…
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…