FPGA Implementation of a Pipelined Gaussian Calculation for HMM-Based Large Vocabulary Speech Recognition

A scalable large vocabulary, speaker independent speech recognition system is being developed using Hidden Markov Models (HMMs) for acoustic modeling and a Weighted Finite State Transducer (WFST) to compile sentence, word, and phoneme models. The system comprises a software backend search and an FPG...

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Bibliographic Details
Main Authors: Richard Veitch, Louis-Marie Aubert, Roger Woods, Scott Fischaber
Format: Article
Language:English
Published: Hindawi Limited 2011-01-01
Series:International Journal of Reconfigurable Computing
Online Access:http://dx.doi.org/10.1155/2011/697080