A time delay radial basis function network for phoneme recognition

  title={A time delay radial basis function network for phoneme recognition},
  author={Michael R. Berthold},
| This paper presents the Time Delay Radial Basis Function Network (TDRBF) for recognition of pho-nemes. The TDRBF combines features from Time Delay Neural Networks (TDNN) and Radial Basis Functions (RBF). The ability to detect acoustic features and their temporal relationship independent of position in time is inherited from TDNN. The use of RBFs leads to shorter training times and less parameters to adjust, which makes it easier to apply TDRBF to new tasks. The recognition of three phonemes… CONTINUE READING
Highly Influential
This paper has highly influenced 12 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
Highly Cited
This paper has 65 citations. REVIEW CITATIONS

From This Paper

Topics from this paper.


Publications citing this paper.
Showing 1-10 of 43 extracted citations

A Fast Approach for Human Action Recognition

2014 5th International Conference on Intelligent Systems, Modelling and Simulation • 2014
View 7 Excerpts
Highly Influenced

The RRBF. Dynamic representation of time in radial basis function network

ETFA 2001. 8th International Conference on Emerging Technologies and Factory Automation. Proceedings (Cat. No.01TH8597) • 2001
View 4 Excerpts
Highly Influenced

Gesture Recognition for Visually Mediated Interaction

Gesture Workshop • 1999
View 3 Excerpts
Highly Influenced

Recognising Simple Behaviours Using Time-Delay RBF Networks

Neural Processing Letters • 1997
View 3 Excerpts
Highly Influenced

65 Citations

Citations per Year
Semantic Scholar estimates that this publication has 65 citations based on the available data.

See our FAQ for additional information.


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

Patterns/s Classi cation Coprocessor with Learning Capability

M. Holler
Proc. Hot Chips V, • 1993

Lippmann: \A Speech Recognizer using Radial Basis Function Neural Networks in an HMM Framework

R. E. Singer

Sco eld: \Neural Networks for Speech Processing

P. D. Morgan
Kluwer Academic Publishers, • 1991
View 1 Excerpt

Lang: \Phoneme Recogni- tion Using Time{Delay

A. Waibel, T. Hanazawa, G. Hinton, K. K. Shikano
Neural Networks", • 1989
View 2 Excerpts

Darken: \Fast Learning in Networks of locally{tuned processing units

C. J. Moody
Touretzky, Hinton and Sejnowsky, • 1988
View 1 Excerpt

Elbaum: \A Neural Model for Category Learning

D. Reilly, C. L. Cooper
Biol. Cybern., • 1982
View 1 Excerpt

Similar Papers

Loading similar papers…