Recognition of speech commands using a modified neural fuzzy network and an improved GA

K. F. Leung; Hung Fat Frank Leung; H. K. Lam; P. K S Tam

Recognition of speech commands using a modified neural fuzzy network and an improved GA

K. F. Leung, Hung Fat Frank Leung, H. K. Lam, P. K S Tam

The Hong Kong Polytechnic University

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

9 Citations (Scopus)

Abstract

This paper presents the recognition of speech commands using a modified neural-fuzzy network. To train the parameters of the network, an improved genetic algorithm is proposed. As an application example, the proposed speech recognition approach is implemented in an Electronic Book experimentally to illustrate the design and its merits.

Original language	English
Title of host publication	IEEE International Conference on Fuzzy Systems
Pages	190-195
Number of pages	6
Publication status	Published - 11 Jul 2003
Event	The IEEE International conference on Fuzzy Systems - St. Louis, MO, United States Duration: 25 May 2003 → 28 May 2003

Conference

Conference	The IEEE International conference on Fuzzy Systems
Country/Territory	United States
City	St. Louis, MO
Period	25/05/03 → 28/05/03

ASJC Scopus subject areas

Software
Safety, Risk, Reliability and Quality
Chemical Health and Safety

More information

http://hdl.handle.net/10397/1394

Cite this

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title = "Recognition of speech commands using a modified neural fuzzy network and an improved GA",

abstract = "This paper presents the recognition of speech commands using a modified neural-fuzzy network. To train the parameters of the network, an improved genetic algorithm is proposed. As an application example, the proposed speech recognition approach is implemented in an Electronic Book experimentally to illustrate the design and its merits.",

author = "Leung, {K. F.} and Leung, {Hung Fat Frank} and Lam, {H. K.} and Tam, {P. K S}",

year = "2003",

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AU - Leung, K. F.

AU - Leung, Hung Fat Frank

AU - Lam, H. K.

AU - Tam, P. K S

PY - 2003/7/11

Y1 - 2003/7/11

N2 - This paper presents the recognition of speech commands using a modified neural-fuzzy network. To train the parameters of the network, an improved genetic algorithm is proposed. As an application example, the proposed speech recognition approach is implemented in an Electronic Book experimentally to illustrate the design and its merits.

AB - This paper presents the recognition of speech commands using a modified neural-fuzzy network. To train the parameters of the network, an improved genetic algorithm is proposed. As an application example, the proposed speech recognition approach is implemented in an Electronic Book experimentally to illustrate the design and its merits.

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M3 - Conference article published in proceeding or book

SP - 190

EP - 195

BT - IEEE International Conference on Fuzzy Systems

T2 - The IEEE International conference on Fuzzy Systems

Y2 - 25 May 2003 through 28 May 2003

ER -

Recognition of speech commands using a modified neural fuzzy network and an improved GA

Abstract

Conference

ASJC Scopus subject areas

More information

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