Title :
VLSI design and analysis of a critical-band processor for speech recognition
Author :
Wang, Chao ; Tong, Yit-Chow ; Shao, Yu
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
The critical-band analysis plays a very important role in the frond-end feature extraction for speech recognition. In this paper, a generic low-power and low-voltage VLSI design of a critical-band transform (CBT) processor is proposed. Design and analysis of a 21-band Munich Bark scale CBT processor showed that it can achieve significant power-efficiency by the reduction in computational complexity, implementation of pipeline and parallel processing, and application of supply voltage scaling technique. Simulation results showed that it can complete a CBT analysis (including I/O process) in 4.99ms on one 160-point segment of speech at a very low system clock frequency of 234 kHz. This would support a CBT analysis for 50% overlap 10 ms segments of speech at a sampling frequency of 16 kHz. The power dissipation is 1413.6 μW/MHz and 66.7 μW/MHz for supply voltage of 3.3 V and 1.1 V, respectively. It contains 206273 transistors and occupies 2.69 mm2 for a 0.35 μm CMOS technology.
Keywords :
VLSI; computational complexity; feature extraction; integrated circuit design; low-power electronics; microprocessor chips; parallel processing; pipeline processing; speech recognition; 0.35 micron; 1.1 V; 16 kHz; 234 kHz; 3.3 V; CBT analysis; CMOS technology; Munich Bark scale CBT processor; VLSI design; clock frequency; computational complexity; critical-band analysis; critical-band transform processor; frond-end feature extraction; parallel processing; pipeline processing; power dissipation; speech recognition; supply voltage scaling; CMOS technology; Computational complexity; Feature extraction; Frequency; Parallel processing; Pipelines; Speech analysis; Speech recognition; Very large scale integration; Voltage;
Conference_Titel :
SOC Conference, 2004. Proceedings. IEEE International
Print_ISBN :
0-7803-8445-8
DOI :
10.1109/SOCC.2004.1362466