IEEE Transactions on Speech and Audio Processing · 2002 · 12 citations · 7 references
EngineeringComputer EngineeringComputer ScienceComputer ArchitectureEmbedded SystemsHardware-software Co-designDigital Signal ProcessingDynamic Time WarpingHardware AccelerationMemory Subsystem DesignSpeech RecognitionSpeech SynthesisCompressionDecoder DesignEncoder-decoder ArchitecturesOn-chip Memory DesignProcessing Element DesignShift RegistersSpeech Pattern RecognitionSpeech Signal Processing
This paper presents the design of a speech recognition and compression chip for portable memopad devices, especially suitable for use by the visually impaired. The proposed chip design is based on several cores of which they can be regarded as intellectual property (IP) cores to be used for a variety of speech-related application systems. A cepstrum extraction core and a dynamic warping core are designed for mapping the speech recognition algorithms. In the cepstrum extraction core, a novel architecture computes the autocorrelation between the overlapping frames using two pairs of shift registers and an intelligent accumulation procedure. The architecture of the dynamic time warping core uses only a single processing element, and is based on our extensive study of the relationship among the nodes in the dynamic time warping lattice. Bit rate is the key factor affecting the memory size for speech compression; therefore, a very low bit-rate speech coder is used. The speech coder exploits a line-spectrum-based interpolation method, which yields fine quality synthesized speech despite the low 1.6 kbps bit rate. The 1.6 kbps vocoder core is cost-effective, and it integrates both encoder and decoder algorithms. The proposed design has been tested via hardware simulations on Xilinx Virtex series FPGAs and a semi-custom chip fabricated by 0.35 /spl mu/m CMOS single-poly-four-metal technology on a die size approximately 4.46/spl times/4.46 mm/sup 2/.
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A four-parameter model of glottal flow
Johan Liljencrants · 2007 · 544 citations
Natural Sciences, Computational Engineering, Dynamical Systems +9
Line spectrum pair (LSP) and speech data compression
Frank K. Soong, Biing‐Hwang Juang · 2005 · 425 citations