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Appropriate baseline values for HMM-based speech recognition

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dc.contributor.author Barnard, E
dc.contributor.author Gouws, E
dc.contributor.author Wolvaardt, K
dc.contributor.author Kleynhans, N
dc.date.accessioned 2012-01-19T10:37:27Z
dc.date.available 2012-01-19T10:37:27Z
dc.date.issued 2004-11
dc.identifier.citation Barnard, E, Gouws, E, Wolvaardt, K and Kleynhans, N. 2004. Appropriate baseline values for HMM-based speech recognition. 15th Annual Symposium of the Pattern Recognition Association of South Africa, Grabouw, South Africa, 25 to 26 November 2004 en_US
dc.identifier.uri http://hdl.handle.net/10204/5512
dc.description 15th Annual Symposium of the Pattern Recognition Association of South Africa, Grabouw, South Africa, 25 to 26 November 2004 en_US
dc.description.abstract A number of issues realted to the development of speech-recognition systems with Hidden Markov Models (HMM) are discussed. A set of systematic experiments using the HTK toolkit and the TMIT database are used to elucidate matters such as the number of mixtures to use for a particular training-set size, the utility of various feature sets, the value of triphone modeling, etc. en_US
dc.language.iso en en_US
dc.publisher PRASA 2004 en_US
dc.subject Hidden markov models en_US
dc.subject Pronunciation dictionaries en_US
dc.subject Human language technologies en_US
dc.subject Speech recognition en_US
dc.subject PRASA 2004 en_US
dc.subject Pattern recognition en_US
dc.title Appropriate baseline values for HMM-based speech recognition en_US
dc.type Conference Presentation en_US
dc.identifier.apacitation Barnard, E., Gouws, E., Wolvaardt, K., & Kleynhans, N. (2004). Appropriate baseline values for HMM-based speech recognition. PRASA 2004. http://hdl.handle.net/10204/5512 en_ZA
dc.identifier.chicagocitation Barnard, E, E Gouws, K Wolvaardt, and N Kleynhans. "Appropriate baseline values for HMM-based speech recognition." (2004): http://hdl.handle.net/10204/5512 en_ZA
dc.identifier.vancouvercitation Barnard E, Gouws E, Wolvaardt K, Kleynhans N, Appropriate baseline values for HMM-based speech recognition; PRASA 2004; 2004. http://hdl.handle.net/10204/5512 . en_ZA
dc.identifier.ris TY - Conference Presentation AU - Barnard, E AU - Gouws, E AU - Wolvaardt, K AU - Kleynhans, N AB - A number of issues realted to the development of speech-recognition systems with Hidden Markov Models (HMM) are discussed. A set of systematic experiments using the HTK toolkit and the TMIT database are used to elucidate matters such as the number of mixtures to use for a particular training-set size, the utility of various feature sets, the value of triphone modeling, etc. DA - 2004-11 DB - ResearchSpace DP - CSIR KW - Hidden markov models KW - Pronunciation dictionaries KW - Human language technologies KW - Speech recognition KW - PRASA 2004 KW - Pattern recognition LK - https://researchspace.csir.co.za PY - 2004 T1 - Appropriate baseline values for HMM-based speech recognition TI - Appropriate baseline values for HMM-based speech recognition UR - http://hdl.handle.net/10204/5512 ER - en_ZA


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