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» Factor analysed hidden Markov models for speech recognition
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FPL
2001
Springer
90views Hardware» more  FPL 2001»
15 years 2 months ago
Implementing a Hidden Markov Model Speech Recognition System in Programmable Logic
Stephen J. Melnikoff, Steven F. Quigley, Martin J....
ICA
2012
Springer
13 years 5 months ago
A Non-negative Approach to Language Informed Speech Separation
Abstract. The use of high level information in source separation algorithms can greatly constrain the problem and lead to improved results by limiting the solution space to semanti...
Gautham J. Mysore, Paris Smaragdis
MICAI
2007
Springer
15 years 3 months ago
An EM Algorithm to Learn Sequences in the Wavelet Domain
The wavelet transform has been used for feature extraction in many applications of pattern recognition. However, in general the learning algorithms are not designed taking into acc...
Diego H. Milone, Leandro E. Di Persia
FCCM
2002
IEEE
114views VLSI» more  FCCM 2002»
15 years 2 months ago
Implementing a Simple Continuous Speech Recognition System on an FPGA
Speech recognition is a computationally demanding task, particularly the stage which uses Viterbi decoding for converting pre-processed speech data into words or sub-word units. W...
Stephen J. Melnikoff, Steven F. Quigley, Martin J....