SCHOLARLY PUBLICATION

Maximum mutual information estimation of hidden Markov model parameters for speech recognition

L.R. Bahl, P. Brown, P. de Souza, R. L. Mercer

📖 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 📅 2005-03-24 🔗 DOI: 10.1109/icassp.1986.1169179

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📄 Abstract

A method for estimating the parameters of hidden Markov models of speech is described. Parameter values are chosen to maximize the mutual information between an acoustic observation sequence and the corresponding word sequence. Recognition results are presented comparing this method with maximum likelihood estimation.

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ℹ️ Publication Details

Journal: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Published: 2005-03-24
DOI: 10.1109/icassp.1986.1169179
OpenAlex: W1877570817
Access: Via publisher

📋 Cite This Paper

L.R. Bahl, P. Brown, P. de Souza, R. L. Mercer (2005). Maximum mutual information estimation of hidden Markov model parameters for speech recognition. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). https://doi.org/10.1109/icassp.1986.1169179

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