A Proposal for a Kernel Based Algorithm for Large Vocabulary Continuous Speech Recognition

Joseph Keshet

doi:10.1002/9780470742044.ch10

A Proposal for a Kernel Based Algorithm for Large Vocabulary Continuous Speech Recognition

Joseph Keshet

IDIAP Research Institute

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Original language	English
Title of host publication	Automatic Speech and Speaker Recognition
Subtitle of host publication	Large Margin and Kernel Methods
Publisher	John Wiley & Sons, Ltd
Pages	159-171
Number of pages	13
ISBN (Print)	9780470696835
DOIs	https://doi.org/10.1002/9780470742044.ch10
State	Published - 14 Jan 2009
Externally published	Yes

Keywords

Acoustic modeling feature functions
Building discriminative language model using prediction suffix trees (PSTs)
Discriminative kernel based construction for speech recognition
Hidden Markov Model-based speech recognizer and basic notation
Kernel based continuous speech recognition model
Kernel based model for large vocabulary continuous speech recognizer (LVCSR)
Large margin training
Large-margin kernel based continuous speech recognizer framework
Segment models and Hidden Markov Models (HMM)
Sequential minimal optimization (SMO)

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10.1002/9780470742044.ch10

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title = "A Proposal for a Kernel Based Algorithm for Large Vocabulary Continuous Speech Recognition",

keywords = "Acoustic modeling feature functions, Building discriminative language model using prediction suffix trees (PSTs), Discriminative kernel based construction for speech recognition, Hidden Markov Model-based speech recognizer and basic notation, Kernel based continuous speech recognition model, Kernel based model for large vocabulary continuous speech recognizer (LVCSR), Large margin training, Large-margin kernel based continuous speech recognizer framework, Segment models and Hidden Markov Models (HMM), Sequential minimal optimization (SMO)",

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KW - Hidden Markov Model-based speech recognizer and basic notation

KW - Kernel based continuous speech recognition model

KW - Kernel based model for large vocabulary continuous speech recognizer (LVCSR)

KW - Large margin training

KW - Large-margin kernel based continuous speech recognizer framework

KW - Segment models and Hidden Markov Models (HMM)

KW - Sequential minimal optimization (SMO)

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BT - Automatic Speech and Speaker Recognition

PB - John Wiley & Sons, Ltd

ER -

A Proposal for a Kernel Based Algorithm for Large Vocabulary Continuous Speech Recognition

Keywords

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