Hidden Markov model classification of myoelectric signals in speech.

Hidden Markov model classification of myoelectric signals in speech.

It has been demonstrated that myoelectric signal (MES) automatic speech recognition (ASR) using an hidden Markov model (HMM) classifier is resilient to temporal variance, which offers improved robustness compared to the linear discriminant analysis (LDA) classifier. The overall performance of the ME...

Disgrifiad llawn

Manylion Llyfryddiaeth
Cyhoeddwyd yn:IEEE Engineering in medicine and biology magazine 21, 5 (2002).
Prif Awdur: Chan, A.D.C
Fformat: Erthygl
Iaith:English
Pynciau:
EMG.
Acoustic classifier.
Automatic speech recognition.
Electrodiagnostics.
Features optimization.
Hidden Markov model classification.
Improved classification rate.
Linear discriminant analysis classifier.
Myoelectric signals in speech.
Temporal variance.