Conference Paper (published)
Details
Citation
Hussain A (1999) Non-linear sub-band processing for binaural adaptive speech-enhancement. In: Ninth International Conference on Artificial Neural Networks, 1999. ICANN 99. IEE Conference Publication, 470) Ninth International Conference on Artificial Neural Networks, 1999. ICANN 99, Edinburgh, Scotland, 07.09.1999-10.09.1999. Piscataway, NJ: IEEE, pp. 121-125. http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=819552&abstractAccess=no&userType=inst; https://doi.org/10.1049/cp%3A19991095
Abstract
Nonlinear processing using a general class of feedforward, single hidden-layered artificial neural networks is proposed for processing bandlimited noisy signals in a binaural adaptive speech-enhancement scheme. The sub-band spacing within the adaptive speech-enhancement system can be set as in human hearing, according to a published cochlear function. Preliminary comparative results achieved in simulation experiments demonstrate that the proposed binaural sub-band scheme is capable of significantly outperforming conventional linear-processing based wide-band and sub-band noise-cancellation methods, in the presence of nonlinear interference.
| Status | Published |
|---|---|
| Title of series | IEE Conference Publication |
| Number in series | 470) |
| Publication date | 31/12/1999 |
| Publication date online | 30/09/1999 |
| Publisher | IEEE |
| Publisher URL | |
| Place of publication | Piscataway, NJ |
| ISSN of series | 0537-9989 |
| ISBN | 0-85296-721-7 |
| Conference | Ninth International Conference on Artificial Neural Networks, 1999. ICANN 99 |
| Conference location | Edinburgh, Scotland |
| Dates | – |