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Interactive speech recognition systems using committee machines

Lookup NU author(s): Professor Satnam Dlay, Dr Wai Lok Woo


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Research to develop the speech recognition based interactive systems is an active area applicable to various fields. This paper presents a unique architecture namely committee machine (CM) to construct such a system. The proposed novelty contributes to research by analysing the existing techniques in developing speech recognition based systems before presenting the theory of committee machine architecture to build an interactive system. A performance of 74.86% is obtained for speech samples from TIMIT database substantiating its contribution to systems using the committee machine architecture. (7 References).

Publication metadata

Author(s): Srinivasan M, Dlay SS, Woo WL

Publication type: Conference Proceedings (inc. Abstract)

Publication status: Published

Conference Name: Communication Systems, Networks and Digital Signal Processing (CSNDSP)

Year of Conference: 2004

Pages: 515-519

Notes: Dlay SS Newcastle upon Tyne, UK. Communication Systems, Networks and Digital Signal Processing. CSNDSP 2004. Fourth International Symposium. Newcastle upon Tyne, UK. 20-22 July 2004.