Toggle Main Menu Toggle Search

Open Access padlockePrints

Interactive speech recognition systems using committee machines

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

Downloads

Full text for this publication is not currently held within this repository. Alternative links are provided below where available.


Abstract

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.


Share