DocumentCode :
2994412
Title :
Speech recognition chip for monosyllables
Author :
Nakamura, Kazuhiro ; Zhu, Qiang ; Maruoka, Shinji ; Horiyama, Takashi ; Kimura, Shinji ; Watanabe, Katsumasa
Author_Institution :
Graduate Sch. of Inf. Sci., Nara Inst. of Sci. & Technol., Japan
fYear :
2001
fDate :
2001
Firstpage :
396
Lastpage :
399
Abstract :
In the paper, we present a real-time speech recognition chip for monosyllables such as A,B,..., etc. The chip recognizes up to 64 monosyllables based on the Hidden Markov Model (HMM), which is a well known speaker-independent recognition method. The chip accepts a short-speech frame including 256 16-bit digitized samples corresponding to 11.6 ms period, and outputs the 6-bit symbol code of monosyllables for 16 short-frames (corresponding to 185.6 ms). A learning circuit to update HMM parameters for the recognition chip has also been designed, and the recognition chip includes an interface to the learning circuit. We have fabricated the recognition chip by the VDEC Rohm 0.6 μm process on a 4.5 mm×4.5 mm chip. We have also made a layout of the entire circuit including the learning circuit by the VDEC Rohm 0.35 μm process on a 4.9 mm×4.9 mm chip
Keywords :
CMOS digital integrated circuits; digital signal processing chips; feature extraction; hidden Markov models; integrated circuit layout; learning (artificial intelligence); linear predictive coding; real-time systems; speech coding; speech recognition; speech recognition equipment; 0.35 micron; 0.6 micron; DSP chip; HMM parameters updating; LPC analysis; VDEC Rohm submicron process; chip layout; feature vector extraction; hidden Markov model; interface; learning circuit; monosyllables; real-time speech recognition chip; short-speech frame; speaker-independent recognition method; symbol code; Algorithm design and analysis; Circuits; Feature extraction; Hardware; Hidden Markov models; Linear predictive coding; Speech analysis; Speech coding; Speech recognition; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Design Automation Conference, 2001. Proceedings of the ASP-DAC 2001. Asia and South Pacific
Conference_Location :
Yokohama
Print_ISBN :
0-7803-6633-6
Type :
conf
DOI :
10.1109/ASPDAC.2001.913339
Filename :
913339
Link To Document :
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