| Conference/Proceedings | IEEE ICASSP 2004 |
| Start date | May 2004 |
| Address | Montreal, Canada |
| Author(s) | Stephan Rein, Martin Reisslein, Thomas Sikora |
| Title | Audio Content Description with Wavelets and Neural Nets |
| 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 three independent example sets obtains a success rate of approximately 78% in identifying unknown complex classical music movements. |
| Note | Martin Reisslein: Arizona State University |
| File | 0785Rein2004.pdf |