Abstract: This paper presents a novel approach to improve the performance of polyphonic sound event detection that combines a convolutional bidirectional recurrent neural network (CBRNN) with transfer ...

Abstract: The purpose of this article is to introduce neural network-based methods that surpass state-of-the-art models, either by training faster or having simpler architecture, while maintaining ...