Temporally Dynamic Neural Networks for Speaker Independent Phoneme Recognition

Loading...
Thumbnail Image

Files

MS_93-17.pdf (2.67 MB)
No. of downloads: 269

Publication or External Link

Date

1993

Citation

DRUM DOI

Abstract

An alternative view of neural network based phoneme recognition based on multiresolution signal processing which incorporates noncausal context is suggested. Also some suggestions are made regarding target and error weight functions to improve performance and simplify training. Based on these observations a temporally dynamic neural network with self recurrent links of different delays is suggested and tested on speaker independent unvoiced plosives, (p,t,k), recognition task with input feature vectors derived from an auditory model.

Notes

Rights