J
Jian-xiong Wu
Researcher at Shanghai Jiao Tong University
Publications - 5
Citations - 21
Jian-xiong Wu is an academic researcher from Shanghai Jiao Tong University. The author has contributed to research in topics: Bayes classifier & Density estimation. The author has an hindex of 3, co-authored 5 publications receiving 21 citations. Previous affiliations of Jian-xiong Wu include University of Hong Kong.
Papers
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Journal ArticleDOI
A three-layer adaptive network for pattern density estimation and classification
TL;DR: A three-layer adaptive network with each neuron in the lower hidden layer representing a Gaussian basis function to estimate various probability densities and serve as a Bayes classifier is proposed.
Journal ArticleDOI
Recognition of phonetic labels of the TIMIT speech corpus by means of an artificial neural network
TL;DR: An artificial neural network architecture in terms of Gaussian kernels together with an associated network training algorithm is proposed for phonetic density estimation and the recognition capability is found to be compatible with that of a Bayes classifier.
Proceedings ArticleDOI
Speaker normalization by input space optimization for continuous density hidden Markov models
TL;DR: Preliminary experimental results on the task of sex adaptation for speaker-independent stop consonant discrimination, evaluated from the DARPA TIMIT speech database, demonstrates the effectiveness of the proposed method of speaker normalization by means of input space optimization for continuous density hidden Markov models.