Computational Analysis of Sound Scenes and Events
Computational Analysis of Sound Scenes and Events
Plumbley, Mark D.; Ellis, Dan; Virtanen, Tuomas
Springer International Publishing AG
10/2017
422
Dura
Inglês
9783319634494
15 a 20 dias
7686
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
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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.