Grégoire Lafay

Detection of overlapping acoustic events using a temporally-constrained probabilistic model

In this paper, a system for overlapping acoustic event detection is proposed, which models the temporal evolution of sound events. The system is based on probabilistic latent component analysis, supporting the use of a sound event dictionary where each exemplar consists of a succession of spectral t…