Cover Image
Read Now

Computational Analysis of Sound Scenes and Events

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...

Full description

Bibliographic Details
Other Authors: Virtanen, Tuomas (Editor), Plumbley, Mark D. (Editor), Ellis, Dan (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2018, 2018
Edition:1st ed. 2018
Subjects:
User Interfaces (computer Systems)
Computer Application In Social And Behavioral Sciences
Social Sciences / Data Processing
Engineering Acoustics
Signal, Speech And Image Processing
Signal Processing
User Interfaces And Human Computer Interaction
Acoustical Engineering
Human-computer Interaction
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 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

Similar Items