| Paper: | AE-P6.8 | ||
| Session: | Audio for Multimedia and Networks | ||
| Time: | Friday, May 21, 13:00 - 15:00 | ||
| Presentation: | Poster | ||
| Topic: | Audio and Electroacoustics: Audio for Multimedia | ||
| Title: | AUDIO CONTENT DESCRIPTION WITH WAVELETS AND NEURAL NETS | ||
| Authors: | Stephan Rein; Technical University of Berlin | ||
| Martin Reisslein; Arizona State University | |||
| Thomas Sikora; Technical University of Berlin | |||
| Abstract: | Precision audio content description is one of the key components of next generation internet multimedia search machines. We examine the usability of a combination of 39 different wavelets and three different types of neural nets for precision audio content description. More specifically, we develop a novel wavelet dispersion measure that measures obtained ranks of wavelet coefficients. Our dispersion measure in conjunction with a probabilistic radial basis neural network trained by only threeindependent example sets obtains a success rate of approximately78% in identifying unknown complex classical music movements. | ||
| Back | |||
Home -||-
Organizing Committee -||-
Technical Committee -||-
Technical Program -||-
Plenaries
Paper Submission -||-
Special Sessions -||-
ITT -||-
Paper Review -||-
Exhibits -||-
Tutorials
Information -||-
Registration -||-
Travel Insurance -||-
Housing -||-
Workshops