VLSI Architecture for Robust Speech Recognition Systems and its Implementation on a Verification Platform

被引:1
|
作者
Yoshizawa, Shingo [1 ]
Hayasaka, Noboru [1 ]
Wada, Naoya [1 ]
Miyanaga, Yoshikazu [1 ]
机构
[1] Hokkaido Univ, Grad Sch Informat Sci & Technol, Kita Ku, N-14 W-9, Sapporo, Hokkaido 0600814, Japan
关键词
speech recognition; VLSI architecture; robust processing; FPGA;
D O I
10.20965/jrm.2005.p0447
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This paper presents a VLSI architecture for a robust speech recognition system that enables highspeed, 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-mu m 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.
引用
收藏
页码:447 / 455
页数:9
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