Incremental learning algorithm for speech recognition

Hisham Darjazin; Qi Cheng; Ranjith Liyana-Pathirana

doi:10.1007/978-1-4020-6268-1-42

Incremental learning algorithm for speech recognition

Hisham Darjazin, Qi Cheng, Ranjith Liyana-Pathirana

School of Engineering, Design & Built Environment

Western Sydney University

Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review

1 Citation (Scopus)

Abstract

This paper presents an implementation of incremental learning neural networks algorithm for speech recognition. The algorithm has been investigated using the TIMIT speech samples and it has been shown to demonstrate high recognition accuracy.

Original language	English
Title of host publication	Innovations and Advanced Techniques in Computer and Information Sciences and Engineering
Pages	231-235
Number of pages	5
DOIs	https://doi.org/10.1007/978-1-4020-6268-1-42
Publication status	Published - 2007
Event	2nd International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering, CISSE 2006 - Bridgeport, CT, United States Duration: 4 Dec 2006 → 14 Dec 2006

Publication series

Name	Innovations and Advanced Techniques in Computer and Information Sciences and Engineering

Conference

Conference	2nd International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering, CISSE 2006
Country/Territory	United States
City	Bridgeport, CT
Period	4/12/06 → 14/12/06

Keywords

Incremental learning
Speech recognition

Access to Document

10.1007/978-1-4020-6268-1-42

Cite this

@inproceedings{f96b6176a28c4e829eb126708f9567b9,

title = "Incremental learning algorithm for speech recognition",

abstract = "This paper presents an implementation of incremental learning neural networks algorithm for speech recognition. The algorithm has been investigated using the TIMIT speech samples and it has been shown to demonstrate high recognition accuracy.",

keywords = "Incremental learning, Speech recognition",

author = "Hisham Darjazin and Qi Cheng and Ranjith Liyana-Pathirana",

year = "2007",

doi = "10.1007/978-1-4020-6268-1-42",

language = "English",

isbn = "9781402062674",

series = "Innovations and Advanced Techniques in Computer and Information Sciences and Engineering",

pages = "231--235",

booktitle = "Innovations and Advanced Techniques in Computer and Information Sciences and Engineering",

note = "2nd International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering, CISSE 2006 ; Conference date: 04-12-2006 Through 14-12-2006",

}

Darjazin, H, Cheng, Q & Liyana-Pathirana, R 2007, Incremental learning algorithm for speech recognition. in Innovations and Advanced Techniques in Computer and Information Sciences and Engineering. Innovations and Advanced Techniques in Computer and Information Sciences and Engineering, pp. 231-235, 2nd International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering, CISSE 2006, Bridgeport, CT, United States, 4/12/06. https://doi.org/10.1007/978-1-4020-6268-1-42

Incremental learning algorithm for speech recognition. / Darjazin, Hisham; Cheng, Qi ; Liyana-Pathirana, Ranjith.
Innovations and Advanced Techniques in Computer and Information Sciences and Engineering. 2007. p. 231-235 (Innovations and Advanced Techniques in Computer and Information Sciences and Engineering).

Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review

TY - GEN

T1 - Incremental learning algorithm for speech recognition

AU - Darjazin, Hisham

AU - Cheng, Qi

AU - Liyana-Pathirana, Ranjith

PY - 2007

Y1 - 2007

N2 - This paper presents an implementation of incremental learning neural networks algorithm for speech recognition. The algorithm has been investigated using the TIMIT speech samples and it has been shown to demonstrate high recognition accuracy.

AB - This paper presents an implementation of incremental learning neural networks algorithm for speech recognition. The algorithm has been investigated using the TIMIT speech samples and it has been shown to demonstrate high recognition accuracy.

KW - Incremental learning

KW - Speech recognition

UR - http://www.scopus.com/inward/record.url?scp=84879615499&partnerID=8YFLogxK

U2 - 10.1007/978-1-4020-6268-1-42

DO - 10.1007/978-1-4020-6268-1-42

M3 - Conference Paper

AN - SCOPUS:84879615499

SN - 9781402062674

T3 - Innovations and Advanced Techniques in Computer and Information Sciences and Engineering

SP - 231

EP - 235

BT - Innovations and Advanced Techniques in Computer and Information Sciences and Engineering

T2 - 2nd International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering, CISSE 2006

Y2 - 4 December 2006 through 14 December 2006

ER -

Incremental learning algorithm for speech recognition

Abstract

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Keywords

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