IEICE Electronics Express
Online ISSN : 1349-2543
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A 54-mw 3×-real-time 60-kword continuous speech recognition processor VLSI
Guangji HeYuki MiyamotoKumpei MatsudaShintaro IzumiHiroshi KawaguchiMasahiko Yoshimoto
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2014 Volume 11 Issue 2 Pages 20130787

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Abstract

This paper describes a low-power VLSI chip for speaker-independent 60-kWord continuous speech recognition. We implement parallel and pipelined architecture for GMM computation and Viterbi processing. It includes a 8-path Viterbi transition architecture to maximize the processing speed and adopts tri-gram language model to improve the recognition accuracy. A two-level cache architecture is implemented for the demo system. Measured results show that our implementation achieves 25% required frequency reduction (62.5MHz) and 26% power consumption reduction (54.8mW) for 60k-Word real-time continuous speech recognition compared to the previous work. This chip can maximally process 3.02× and 2.25× times faster than real-time at 200MHz using the bigram and trigram language models, respectively.

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© 2014 by The Institute of Electronics, Information and Communication Engineers
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