VLSI Architecture for Robust Speech Recognition Systems and its Implementation on a Verification Platform
Author(s) -
Shingo Yoshizawa,
Noboru Hayasaka,
Naoya Wada,
Yoshikazu Miyanaga
Publication year - 2005
Publication title -
journal of robotics and mechatronics
Language(s) - English
Resource type - Journals
eISSN - 1883-8049
pISSN - 0915-3942
DOI - 10.20965/jrm.2005.p0447
Subject(s) - pipeline (software) , computer science , very large scale integration , embedded system , architecture , computer architecture , software , computer hardware , art , visual arts , programming language
This paper presents a VLSI architecture for a robust speech recognition system that enables high-speed, low-power operation. The proposed architecture improves recognition accuracy in noisy environments and realizes short-time response by implementing parallel and pipeline processing. We demonstrate improved processing time and power consumption by evaluating circuit performance in 0.25-μm CMOS technology. We also detail a verification platform that helps users implement our hardware-based robust speech recognition system. The verification platform facilitates software conversion to hardware and promptly provides testing environments on field-programmable gate arrays.
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