New types of deep neural network learning for speech recognition and related applications: an overview

  title={New types of deep neural network learning for speech recognition and related applications: an overview},
  author={L. Deng and Geoffrey E. Hinton and Brian Kingsbury},
  journal={2013 IEEE International Conference on Acoustics, Speech and Signal Processing},
  • L. Deng, Geoffrey E. Hinton, Brian Kingsbury
  • Published 2013
  • Computer Science
  • 2013 IEEE International Conference on Acoustics, Speech and Signal Processing
  • In this paper, we provide an overview of the invited and contributed papers presented at the special session at ICASSP-2013, entitled “New Types of Deep Neural Network Learning for Speech Recognition and Related Applications,” as organized by the authors. We also describe the historical context in which acoustic models based on deep neural networks have been developed. The technical overview of the papers presented in our special session is organized into five ways of improving deep learning… CONTINUE READING
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