Computational Analysis of Sound Scenes and Events

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Virtanen, Tuomas (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Plumbley, Mark D. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Ellis, Dan (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Θέματα: Signal processing.; Image processing.; Speech processing systems.; Acoustical engineering.; Application software.; User interfaces (Computer systems).; Signal, Image and Speech Processing.; Engineering Acoustics.; Computer Appl. in Social and Behavioral Sciences.; User Interfaces and Human Computer Interaction.

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. The authors cover the entire procedure for developing such methods, ranging from data acquisition and labeling, through t...

Πίνακας περιεχομένων:

• 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.