• 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