Title :
A cepstrum chip: architecture and implementation
Author :
Suen, An-Nan ; Wang, Jhing-Fa ; Chiang, Yuen-Lin
Author_Institution :
Inst. of Inf. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
fDate :
30 Apr-3 May 1995
Abstract :
The cepstrum coefficients have been widely used for speech signal representation and play a very important role in recognition accuracies. We present a low cost architecture for VLSI implementation of LPC-based cepstrum algorithm. The circuit performs the cepstrum operation for each frame of the speech data. A pipelining architecture leads to high speed performance up to speech recognition rate. The cepstrum chip is fabricated in 1.2 μm double-metal CMOS technology after the physical design and circuit verification. On the whole, the chip can process 18.3 MHz sampled data and it contains about 24000 transistors which occupy 227.5×213.3 mils2 area. It has been shown to be fully functional and is the first working cepstrum chip
Keywords :
CMOS digital integrated circuits; VLSI; cepstral analysis; data flow graphs; digital arithmetic; digital signal processing chips; linear predictive coding; pipeline arithmetic; sampled data circuits; speech processing; speech recognition; 1.2 mum; 18.3 MHz; LPC-based cepstrum algorithm; VLSI implementation; cepstrum chip; circuit verification; data flow graph; double-metal CMOS technology; fixed point data format; high speed performance; low cost architecture; pipelining architecture; sampled data processing; speech recognition rate; speech signal representation; CMOS technology; Cepstral analysis; Cepstrum; Circuit testing; Flow graphs; Fourier transforms; Hidden Markov models; Linear predictive coding; Speech recognition; Switches;
Conference_Titel :
Circuits and Systems, 1995. ISCAS '95., 1995 IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-2570-2
DOI :
10.1109/ISCAS.1995.521401