Application of neuro-fuzzy approaches to recognition and classification of infant cry

© 2014 IEEE. Languages are used as a tool for human to communicate their needs to one another. To be able to use any language human beings need time to learn to achieve understanding. The newborn babies use their cries by their instinct to communicate their needs. The difference cries of the infant...

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Main Authors: Krittakom Srijiranon, Narissara Eiamkanitchat
Format: Conference Proceeding
Published: 2018
Subjects:
Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84940555510&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/54372
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-543722018-09-04T10:15:15Z Application of neuro-fuzzy approaches to recognition and classification of infant cry Krittakom Srijiranon Narissara Eiamkanitchat Computer Science Engineering © 2014 IEEE. Languages are used as a tool for human to communicate their needs to one another. To be able to use any language human beings need time to learn to achieve understanding. The newborn babies use their cries by their instinct to communicate their needs. The difference cries of the infant can indicate different requirements. This work proposes a method to determine the meanings of infant cries according to the baby expert. It applies the novel Neuro-fuzzy techniques for the classification and Perceptual Linear Prediction for recognition the infant cries. The results showed that the classification performance obtained by using the Neuro-fuzzy yielded the most desirable accuracy than others popular methods. In addition, The Neuro-fuzzy structure designed in this paper can be applied to speech recognition of other further research. 2018-09-04T10:12:32Z 2018-09-04T10:12:32Z 2015-01-01 Conference Proceeding 21593450 21593442 2-s2.0-84940555510 10.1109/TENCON.2014.7022296 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84940555510&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/54372
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Computer Science
Engineering
spellingShingle Computer Science
Engineering
Krittakom Srijiranon
Narissara Eiamkanitchat
Application of neuro-fuzzy approaches to recognition and classification of infant cry
description © 2014 IEEE. Languages are used as a tool for human to communicate their needs to one another. To be able to use any language human beings need time to learn to achieve understanding. The newborn babies use their cries by their instinct to communicate their needs. The difference cries of the infant can indicate different requirements. This work proposes a method to determine the meanings of infant cries according to the baby expert. It applies the novel Neuro-fuzzy techniques for the classification and Perceptual Linear Prediction for recognition the infant cries. The results showed that the classification performance obtained by using the Neuro-fuzzy yielded the most desirable accuracy than others popular methods. In addition, The Neuro-fuzzy structure designed in this paper can be applied to speech recognition of other further research.
format Conference Proceeding
author Krittakom Srijiranon
Narissara Eiamkanitchat
author_facet Krittakom Srijiranon
Narissara Eiamkanitchat
author_sort Krittakom Srijiranon
title Application of neuro-fuzzy approaches to recognition and classification of infant cry
title_short Application of neuro-fuzzy approaches to recognition and classification of infant cry
title_full Application of neuro-fuzzy approaches to recognition and classification of infant cry
title_fullStr Application of neuro-fuzzy approaches to recognition and classification of infant cry
title_full_unstemmed Application of neuro-fuzzy approaches to recognition and classification of infant cry
title_sort application of neuro-fuzzy approaches to recognition and classification of infant cry
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84940555510&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/54372
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