348 citations · 1.1k across the 16 of their papers we have counts for
Showing eess.ASShow all
2 papers · 1 filter
eess.AS2022
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…
eess.AS2020★ 16 cited
On Multitask Loss Function for Audio Event Detection and Localization
Huy Phan, Lam Pham, Philipp Koch +3
Audio event localization and detection (SELD) have been commonly tackled using multitask models. Such a model usually consists of a multi-label event classification branch with sig…