Comparison of HMM experts with MLP experts in the Full Combination Multi-Band Approach to Robust ASR

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Hagen, Astrid; Morris, Andrew;
(2000)
  • Publisher: IDIAP (Martigny, Switzerland)
  • Subject: hagen | multi-stream | speech | HMM/ANN-Hybrid | multi-band | full combination | morris
    arxiv: Computer Science::Neural and Evolutionary Computation

In this paper we apply the Full Combination (FC) multi-band approach, which has originally been introduced in the framework of posterior-based HMM/ANN (Hidden Markov Model/Artificial Neural Network) hybrid systems, to systems in which the ANN (or Multilayer Perceptron (... View more
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