Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In continuous speech recognition, the co-pronunciation beten two successive phonemes seriously disturbs the recognition effect. It is difficult for pure hidden Markov model (HMM) methods to cope with co-pronunciation, because HMM methods consider that two successive frames of speech are independant. The hybrid HMM and artificial neural network (ANN) methods with feedback multilayer perceptron (MLP) (Bourlard and llekens, 1990; Bourlard and Morgan 1994) provide the ability to cope with co-pronunciation by means of feedback input. ,  propose a new feedback method for feedback hybrid HMM/ANN methods on the basis of the original methods. The new feedback method provides more information of co-pronunciation to the feedback ANN. From HMM/ANN with feedback double MLP structure,  discuss the method that reduces the computation of the feedback MLP during recognition.
['Tranzai Lee', 'Daowen Chen']
I am writing a research paper on a idea New feedback method of hybrid HMM/ANN methods for continuous speech recognition
[{"from": "human", "value": "I am writing a research paper on a idea New feedback method of hybrid HMM/ANN methods for continuous speech recognition"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In continuous speech recognition, the co-pronunciation beten two successive phonemes seriously disturbs the recognition effect. It is difficult for pure hidden Markov model (HMM) methods to cope with co-pronunciation, because HMM methods consider that two successive frames of speech are independant. The hybrid HMM and artificial neural network (ANN) methods with feedback multilayer perceptron (MLP) (Bourlard and llekens, 1990; Bourlard and Morgan 1994) provide the ability to cope with co-pronunciation by means of feedback input. ,  propose a new feedback method for feedback hybrid HMM/ANN methods on the basis of the original methods. The new feedback method provides more information of co-pronunciation to the feedback ANN. From HMM/ANN with feedback double MLP structure,  discuss the method that reduces the computation of the feedback MLP during recognition."}]