A time-delay neural network architecture for isolated word recognition

  title={A time-delay neural network architecture for isolated word recognition},
  author={Kevin J. Lang and Alexander H. Waibel and Geoffrey E. Hinton},
  journal={Neural Networks},
-A translation-invariant back-propagation network is described that performs better than a soph&ticated continuous acoustic parameter hidden Markov model on a noisy, lO0-speaker confusable vocabulary isolated word recognition task. The network's replicated architecture permits it to extract precise information from unaligned training patterns selected by a naive segmentation rule. Keywords--Isolated word recognition, Network architecture, Constrained links, Time delays, Multiresolution learning… CONTINUE READING
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