Computational analysis of sound scenes and events. (2017)

• Record Type: Book
• Further Information: Note: Tuomas Virtanen, Mark D. Plumbley, Dan Ellis, editors.
• Editors: Virtanen, Tuomas; Plumbley, Mark D; Ellis, Daniel P. W (Daniel Patrick Whittlesey)
• Contents: 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.
• Publisher Details: Cham : Springer
• Publication Date: 2017
• Copyright Date: 2018
• Extent: 1 online resource (422 pages)
• Subjects: 621.382; Engineering; Signal processing -- Digital techniques; Machine learning; Machine learning; Signal processing -- Digital techniques; Technology & Engineering -- Acoustics & Sound; Computers -- Data Processing; Computers -- User Interfaces; Acoustic & sound engineering; Society & social sciences; User interface design & usability; Acoustics in engineering; Social sciences_xData processing; Computer science; Technology & Engineering -- Electronics -- General; Imaging systems & technology
• Languages: English
• ISBNs: 9783319634500
• Related ISBNs: 9783319634494
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.