ISCA Archive ICSLP 1994
ISCA Archive ICSLP 1994

Recent work in hybrid neural networks and HMM systems in CSR tasks

Xavier Menendez-Pidal, Javier Ferreiros, Ricardo de Cordoba, Josi M. Pardo

In this paper, we describe new hybrid combinations of neural networks with HMMs. These strategies, based on the inclusion of a probabilistic modelling of the ANN, make the hybrid system more independent from the neural network behavior. Using these methodologies, the hybrid system can now benefit from two distinct sources of improvement such as neural modelling and HMM modelling.


Cite as: Menendez-Pidal, X., Ferreiros, J., Cordoba, R.d., Pardo, J.M. (1994) Recent work in hybrid neural networks and HMM systems in CSR tasks. Proc. 3rd International Conference on Spoken Language Processing (ICSLP 1994), 1515-1518

@inproceedings{menendezpidal94_icslp,
  author={Xavier Menendez-Pidal and Javier Ferreiros and Ricardo de Cordoba and Josi M. Pardo},
  title={{Recent work in hybrid neural networks and HMM systems in CSR tasks}},
  year=1994,
  booktitle={Proc. 3rd International Conference on Spoken Language Processing (ICSLP 1994)},
  pages={1515--1518}
}