[PDF.08kh] Connectionist Speech Recognition: A Hybrid Approach (The Springer International Series in Engineering and Computer Science)

Connectionist Speech Recognition: A Hybrid Approach (The Springer International Series in Engineering and Computer Science)

[PDF.xq49] Connectionist Speech Recognition: A Hybrid Approach (The Springer International Series in Engineering and Computer Science)

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 | #14303871 in Books |  Springer |  1993-10-31 | Original language:English | PDF # 1 |  9.21 x.88 x6.14l,1.51 | File type: PDF | 313 pages

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Connectionist Speech Recognition: A Hybrid Approach describes the theory and implementation of a method to incorporate neural network approaches into state of the art continuous speech recognition systems based on hidden Markov models (HMMs) to improve their performance. In this framework, neural networks (and in particular, multilayer perceptrons or MLPs) have been restricted to well-defined subtasks of the whole system, i.e. HMM emission probability est...

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