A comparison of model validation techniques for audio-visual speech recognition

This paper implements and compares the performance of a number of techniques proposed for improving the accuracy of Automatic Speech Recognition (ASR) systems. As ASR that uses only speech can be contaminated by environmental noise, in some applications it may improve performance to employ Audio-Vis...

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Bibliographic Details
Main Authors: Thum W. Seong, M.Z. Ibrahim, Nurul W. Arshad, David Mulvaney
Format: Default Conference proceeding
Published: 2017
Subjects:
Mechanical engineering not elsewhere classified
Audio-visual speech recognition
Hidden markov models
HTK toolkit
Holdout validation
Leave-one-out cross validation
Bootstrap validation
Mechanical Engineering not elsewhere classified
Online Access:https://hdl.handle.net/2134/27016
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https://hdl.handle.net/2134/27016

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