Computational Analysis of Sound Scenes and Events

Computational Analysis of Sound Scenes and Events

Virtanen, Tuomas; Plumbley, Mark D.; Ellis, Dan

Springer International Publishing AG

08/2018

422

Mole

Inglês

9783319875590

15 a 20 dias

658

Descrição não disponível.
Introduction to sound scene and event analysis.- The Machine Learning Approach for Analysis of Sound Scenes and Events.- Acoustics and psychacoustics of sound scenes and events.- Acoustic features for environmental sound analysis.- Statistical Methods for Scene and Event Classification.- Datasets and evaluation.- Everyday Sound Categorization.- Approaches to complex sound scene analysis.- Multiview approaches to event detection and scene analysis.- Sound sharing and retrieval.- Computational bioacoustic scene analysis.- Audio Event Recognition in the Smart Home.- Sound Analysis in Smart Cities.- Future Perspective.- Index.
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Audio signal processing;Computational auditory scene analysis;Acoustic pattern recognition;Sound event detection;Sound scene analysis