632 citations · 2k across the 38 of their papers we have counts for
3 papers · 1 filter
Learning from Taxonomy: Multi-label Few-Shot Classification for Everyday Sound Recognition
Jinhua Liang, Huy Phan, Emmanouil Benetos
Everyday sound recognition aims to infer types of sound events in audio streams. While many works succeeded in training models with high performance in a fully-supervised manner, t…
Improving trajectory localization accuracy via direction-of-arrival derivative estimation
Ruchi Pandey, Shreyas Jaiswal, Huy Phan +1
Sound source localization is crucial in acoustic sensing and monitoring-related applications. In this paper, we do a comprehensive analysis of improvement in sound source localizat…
Polyphonic audio event detection: multi-label or multi-class multi-task classification problem?
Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch +1
Polyphonic events are the main error source of audio event detection (AED) systems. In deep-learning context, the most common approach to deal with event overlaps is to treat the A…