Semantic Analysis of Audio Content
1st Edition
Published on 29. September 2025
Book
Hardback
XVI, 200 pages
978-1-61451-731-3 (ISBN)
Description
The authors develop an understanding of sound beyond shallow analysis paradigms, and relax many of the constraining assumptions. They also present structured models for computational modeling in sound using weak or no supervision. Novel algorithms and a hierarchical framework are provided..
More details
Language
English
Place of publication
Boston
Germany
Target group
Professional and scholarly
US School Grade: College Graduate Student
Product notice
sewn/stitched
Cloth over boards
Illustrations
20
50 s/w Abbildungen, 20 s/w Tabellen
50 b/w ill., 20 b/w tbl.
Dimensions
Height: 23 cm
Width: 15.5 cm
ISBN-13
978-1-61451-731-3 (9781614517313)
Schweitzer Classification
Other editions
Additional editions
Sourish Chaudhuri | Bhiksha Raj
Semantic Analysis of Audio Content
Book
07/2015
De Gruyter
€109.95
Shipment within 3-4 weeks
Persons
Sourish Chaudhuri,Google, Inc., Mountain View, CA; Bhiksha Raj, Carnegie Mellon University, Pittsburgh, PA.
Content
1. Introduction to Audio Content Analysis 2. Hierarchical Framework for Semantic Analysis 3. Acoustic Unit Descriptors 4. Layer-wise Training of Higher Levels in the Framework 5. A Full-Hierarchy Induction Approach 6. Data sets, Hierarchical Analysis and Extensions