Opens in a new tab

AES E-Library

← Back to search

Convention Paper

Forecasting Sound Impulse Response Using Neural Network

Authors: Meng, Zihou; Morimoto, M.; Bi, Guoan; Kot, C. Alex

AES Convention 108 · Paper 5125 · February 2000

Abstract

To improve the computation of sound impulse response for the virtual audio environment technique, a neural network approach has been developed to forecast the sound impulse response from the computed data obtained with simulation software. A three-layered neural network was used. Methodology of the approach and optimum architecture of the network are described. Application examples are presented and compared with practical response.

Details

Published in
AES Convention 108
AES Convention
108
Paper number
5125
Publication date
February 6, 2000
Session subject
Signal Processing
Affiliation
Environmental Acoustics Laboratory, Kobe University, Kobe, Japan ; School of EEE, Nanyang Technological University, Singapore (See document for exact affiliation information.)
Type
Convention Paper