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Speeding Up HMM Decoding and Training by Exploiting Sequence Repetitions
Yury Lifshits
, Shay Mozes
,
Oren Weimann
, Michal Ziv-Ukelson
Research output
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peer-review
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Keyphrases
Viterbi Algorithm
100%
Substring
100%
Byte Pair Encoding
100%
Run-length Encoding
100%
LZ78
100%
Four Russians
100%
Russian Method
100%
Parsing
50%
Discrete-time
50%
Dynamic Programming
50%
Input Sequence
50%
Decoding Problem
50%
Compression Ratio
50%
Compression System
50%
Hidden States
50%
Parallel Implementation
50%
Forward-backward
50%
Grammar-based Compression
50%
Lempel-Ziv
50%
Training Problems
50%
Baum-Welch
50%
Viterbi Training
50%
Training Algorithm
50%
Program Algorithm
50%
Computer Science
Run Length Encoding
100%
Decoding Algorithm
50%
Viterbi Algorithm
50%
Speed-up
50%
Experimental Result
50%
Dynamic Program
50%
Parsing
50%
discrete-time
50%
Compression Ratio
50%
Compression Scheme
50%
Parallel Implementation
50%
viterbi decoding
50%
training algorithm
50%