Seokwon Jung

Polyphonic Sound Event Detection Using Convolutional Bidirectional Lstm and Synthetic Data-based Transfer Learning

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 learning. The ordinary convolutional recurrent neural network (CRNN) is known to suffer from a vanishing grad…