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Neural network models for speech inteligibility assessment in university classroom

Organized by Kongu Engineering College, 3rd - 5th January 2008 at Kongu Engineering College, Tamilnaidu, India.

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Bibliographic Details
Main Authors: Paulraj, M. P., Ahmad Nazri, Sivanandam, S.N., Thagirarani, M.
Format: Working Paper
Language:English
Published: Kongu Engineering College 2009
Subjects:
Neural networks (Computer science)
Speech intelligibility
Classroom acoustics
Speech, Intelligibility
Speech processing systems
Speech perception
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/6455
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spelling my.unimap-64552009-07-16T07:31:34Z Neural network models for speech inteligibility assessment in university classroom Paulraj, M. P. Ahmad Nazri Sivanandam, S.N. Thagirarani, M. Neural networks (Computer science) Speech intelligibility Classroom acoustics Speech, Intelligibility Speech processing systems Speech perception Organized by Kongu Engineering College, 3rd - 5th January 2008 at Kongu Engineering College, Tamilnaidu, India. Adequate speech intelligibility should be the primary goal in acoustical design of classrooms. Typical design parameters are reverberation time and background noise level. However for predicting the Speech Transmission Index (STI) of a room, the designer should have knowledge about the early decay time at various listener's position in a classroom. In this paper, simple neural network models are developed to predict the STI and speech clarity (SC) of a classroom at various listeners' position based on the speaker's sound pressure level. Based on the network model, the variation of STI and SC at various listeners 'positions are mapped. 2009-07-16T07:31:34Z 2009-07-16T07:31:34Z 2008-01-03 Working Paper p.518-523 http://hdl.handle.net/123456789/6455 en Proceedings of the 2nd International Conference on Resource Utilization and Intelligent Systems Kongu Engineering College
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 networks (Computer science)
Speech intelligibility
Classroom acoustics
Speech, Intelligibility
Speech processing systems
Speech perception
spellingShingle Neural networks (Computer science)
Speech intelligibility
Classroom acoustics
Speech, Intelligibility
Speech processing systems
Speech perception
Paulraj, M. P.
Ahmad Nazri
Sivanandam, S.N.
Thagirarani, M.
Neural network models for speech inteligibility assessment in university classroom
description Organized by Kongu Engineering College, 3rd - 5th January 2008 at Kongu Engineering College, Tamilnaidu, India.
format Working Paper
author Paulraj, M. P.
Ahmad Nazri
Sivanandam, S.N.
Thagirarani, M.
author_facet Paulraj, M. P.
Ahmad Nazri
Sivanandam, S.N.
Thagirarani, M.
author_sort Paulraj, M. P.
title Neural network models for speech inteligibility assessment in university classroom
title_short Neural network models for speech inteligibility assessment in university classroom
title_full Neural network models for speech inteligibility assessment in university classroom
title_fullStr Neural network models for speech inteligibility assessment in university classroom
title_full_unstemmed Neural network models for speech inteligibility assessment in university classroom
title_sort neural network models for speech inteligibility assessment in university classroom
publisher Kongu Engineering College
publishDate 2009
url http://dspace.unimap.edu.my/xmlui/handle/123456789/6455
_version_ 1643788567190700032
score 13.154949

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