Phoneme Recognition using Recurrent Neural Networks

7/31/99


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Table of Contents

Phoneme Recognition using Recurrent Neural Networks

What are phonemes?

What are Neural Networks

How do they work?

Network Design

Input Format

Spectrogram & Bark Scaled Input

Cepstral Input

Network Output Target

Training and Testing

Example Network Output

Results

Feature Based Networks

Conclusions

Author: Sheep

Home Page: http://www.ee.upenn.edu/~sunfest

Other information:
These projects were done as part of an NSF REU program - SUNFEST99