Title :
Applying hidden Markov models to recognition of nonverbal speech
Author :
Hsu, D. ; Deller, J.R., Jr.
Author_Institution :
Dept. of Electr. & Comput. Eng., Northeastern Univ., Boston, MA, USA
Abstract :
Experimental results of the application of a hidden-Markov-model-based isolated-word recognition procedure to nonverbal speech are presented. Effects of different model structures on the accuracy of recognition are discussed
Keywords :
Markov processes; speech recognition; hidden-Markov-model-based isolated-word recognition procedure; model structure; nonverbal speech recognition; recognition accuracy; Hidden Markov models; Maximum likelihood estimation; Parameter estimation; Performance evaluation; Random processes; Speech processing; Speech recognition; State estimation; Stochastic processes; Vocabulary;
Conference_Titel :
Bioengineering Conference, 1988., Proceedings of the 1988 Fourteenth Annual Northeast
Conference_Location :
Durham, NH
DOI :
10.1109/NEBC.1988.19392
