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Review of TDNN (time delay neural network) architectures for speech recognition

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3 Author(s)
Sugiyama, M. ; ATR Interpreting Telephony Res. Lab., Kyoto, Japan ; Sawai, H. ; Waibel, A.H.

The TDNN architecture for speech recognition is described, and its recognition performance for Japanese phonemes and phrases is explained. In comparative studies, it is shown that the TDNN yields superior phoneme recognition performance. The TDNN optimized for phoneme recognition, however, does not necessarily result in optimized word or phrase recognition performance, as overfitting to the specific phoneme data or recording conditions may occur. Care must therefore be taken to achieve robust integration, and several studies toward this goal are reported

Published in:

Circuits and Systems, 1991., IEEE International Sympoisum on

Date of Conference:

11-14 Jun 1991