Nonlinear adaptive prediction of speech with a pipelined recurrent neural network

  title={Nonlinear adaptive prediction of speech with a pipelined recurrent neural network},
  author={Jens Baltersee and Jonathon A. Chambers},
  journal={IEEE Trans. Signal Processing},
New learning algorithms for an adaptive nonlinear forward predictor that is based on a pipelined recurrent neural network (PRNN) are presented. A computationally efficient gradient descent (GD) learning algorithm, together with a novel extended recursive least squares (ERLS) learning algorithm, are proposed. Simulation studies based on three speech signals that have been made public and are available on the World Wide Web (WWW) are used to test the nonlinear predictor. The gradient descent… CONTINUE READING
Highly Cited
This paper has 73 citations. REVIEW CITATIONS

From This Paper

Figures and tables from this paper.


Publications citing this paper.
Showing 1-10 of 31 extracted citations

A comparison between recurrent neural architectures for real-time nonlinear prediction of speech signals

Juan Antonio Pérez - Ortiz Jorge Calera - Rubio Mikel L Forcada
View 6 Excerpts
Highly Influenced

Adaptive RBF Neural Network Training Algorithm For Nonlinear And Nonstationary Signal

2006 International Conference on Computational Intelligence and Security • 2006
View 4 Excerpts
Highly Influenced

Hammerstein adaptive filter with single feedback under minimum mean square error

2017 20th International Conference on Information Fusion (Fusion) • 2017
View 1 Excerpt

74 Citations

Citations per Year
Semantic Scholar estimates that this publication has 74 citations based on the available data.

See our FAQ for additional information.


Publications referenced by this paper.
Showing 1-6 of 6 references

Adaptive Filter Theory,3rd ed

S. Haykin
Englewood Cliffs, NJ: Prentice-Hall, • 1996

Adaptive IIR filtering

IEEE ASSP Magazine • 1989

Fundamentals of Statistical Signal Processing: Estimation Theory

S. M. Kay
Englewood Cliffs, NJ: Prentice-Hall, • 1989

Linear prediction: A tutorial review

Proceedings of the IEEE • 1975

Similar Papers

Loading similar papers…