Barnard, EGouws, EWolvaardt, KKleynhans, N2012-01-192012-01-192004-11Barnard, 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 2004http://hdl.handle.net/10204/551215th Annual Symposium of the Pattern Recognition Association of South Africa, Grabouw, South Africa, 25 to 26 November 2004A 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.enHidden markov modelsPronunciation dictionariesHuman language technologiesSpeech recognitionPRASA 2004Pattern recognitionConference PresentationBarnard, E., Gouws, E., Wolvaardt, K., & Kleynhans, N. (2004). Appropriate baseline values for HMM-based speech recognition. PRASA 2004. http://hdl.handle.net/10204/5512Barnard, E, E Gouws, K Wolvaardt, and N Kleynhans. "Appropriate baseline values for HMM-based speech recognition." (2004): http://hdl.handle.net/10204/5512Barnard E, Gouws E, Wolvaardt K, Kleynhans N, Appropriate baseline values for HMM-based speech recognition; PRASA 2004; 2004. http://hdl.handle.net/10204/5512 .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 -