Computational Analysis of Sound Scenes and Events

Computational Analysis of Sound Scenes and Events

Plumbley, Mark; Virtanen, Tuomas; Ellis, Dan

Springer International Publishing AG

10/2017

422

Dura

Inglês

9783319634494

15 a 20 dias

This book presents computational methods for extracting the useful information from audio signals, collecting the state of the art in the field of sound event and scene analysis.
1 Introduction to sound scene and event analysis2 The Machine Learning Approach for Analysis of Sound Scenes and Events3 Acoustics and psychacoustics of sound scenes and events4 Acoustic features for environmental sound analysis5 Statistical Methods for Scene and Event Classification6 Datasets and evaluation7 Everyday Sound Categorization8 Approaches to complex sound scene analysis9 Multiview approaches to event detection and scene analysis10 Sound sharing and retrieval11 Computational bioacoustic scene analysis12 Audio Event Recognition in the Smart Home13 Sound Analysis in Smart Cities14 Future PerspectiveIndex
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.