Speaker: Miguel Ángel Martínez Pay.
Abstract: Neural networks applied to the detection of acoustic events in respiratory audios. Introduction to the ICBHI 2017 database dedicated to the classification of respiratory cycles into “normal”, “with crackles”, “with wheezes”, “with both”. Main state-of-the-art issues and proposal for automatic segmentation of respiratory audios. Novel CRNN Hybrid Network to detect respiratory cycles, analysis of results and proposals for improvement.