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Prediction of psychoacoustic parameters using radial basic functions neural network

Organized by Karpagam College of Engineering, 1st-2nd February 2008 at Coimbarote, India.

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Bibliographic Details
Main Authors: Paulraj, M.P., Sazali, Yaacob, Ahmad Nazri, M., Thagirarani
Format: Working Paper
Language:English
Published: Karpagam College of Engineering 2009
Subjects:
Neural network
Psychoustic parameters
Sharpness
Loudness
Roughness
Neural networks (Computer science)
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/6975
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spelling my.unimap-69752009-08-18T03:40:27Z Prediction of psychoacoustic parameters using radial basic functions neural network Paulraj, M.P. Sazali, Yaacob Ahmad Nazri M., Thagirarani Neural network Psychoustic parameters Sharpness Loudness Roughness Neural networks (Computer science) Organized by Karpagam College of Engineering, 1st-2nd February 2008 at Coimbarote, India. The ability of human listeners to estimate psychoacoustic parameters from the speakers speech levels at different listener's positions in a classroom is an interesting and not yet thoroughly examined phenomenon. The goal of this paper is to propose a technique that uses radial basis functions neural network to estimate the non linear mapping function that best represents the relationship among input (Frequency Spectrum of Speech level at all listeners positions in the classroom, the sound pressure level and the signal to noise ratio of the speech signal) and output (Psychoacoustic parameters such as loudness, sharpness and roughness) variables in a database. 2009-08-18T03:40:27Z 2009-08-18T03:40:27Z 2008-02-01 Working Paper http://hdl.handle.net/123456789/6975 en Proceedings of the International Conference on Intelligent Systems and Control (ISCO 2008) Karpagam College of Engineering
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Neural network
Psychoustic parameters
Sharpness
Loudness
Roughness
Neural networks (Computer science)
spellingShingle Neural network
Psychoustic parameters
Sharpness
Loudness
Roughness
Neural networks (Computer science)
Paulraj, M.P.
Sazali, Yaacob
Ahmad Nazri
M., Thagirarani
Prediction of psychoacoustic parameters using radial basic functions neural network
description Organized by Karpagam College of Engineering, 1st-2nd February 2008 at Coimbarote, India.
format Working Paper
author Paulraj, M.P.
Sazali, Yaacob
Ahmad Nazri
M., Thagirarani
author_facet Paulraj, M.P.
Sazali, Yaacob
Ahmad Nazri
M., Thagirarani
author_sort Paulraj, M.P.
title Prediction of psychoacoustic parameters using radial basic functions neural network
title_short Prediction of psychoacoustic parameters using radial basic functions neural network
title_full Prediction of psychoacoustic parameters using radial basic functions neural network
title_fullStr Prediction of psychoacoustic parameters using radial basic functions neural network
title_full_unstemmed Prediction of psychoacoustic parameters using radial basic functions neural network
title_sort prediction of psychoacoustic parameters using radial basic functions neural network
publisher Karpagam College of Engineering
publishDate 2009
url http://dspace.unimap.edu.my/xmlui/handle/123456789/6975
_version_ 1643788582547095552
score 13.222552

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