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Hidden Conditional Random Fields for Speech Recognition
Language: en
Pages: 161
Authors: Yun-Hsuan Sung
Categories:
Type: BOOK - Published: 2010 - Publisher: Stanford University

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This thesis investigates using a new graphical model, hidden conditional random fields (HCRFs), for speech recognition. Conditional random fields (CRFs) are d
The Application of Hidden Markov Models in Speech Recognition
Language: en
Pages: 125
Authors: Mark Gales
Categories: Automatic speech recognition
Type: BOOK - Published: 2008 - Publisher: Now Publishers Inc

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The Application of Hidden Markov Models in Speech Recognition presents the core architecture of a HMM-based LVCSR system and proceeds to describe the various re
An Introduction to Conditional Random Fields
Language: en
Pages: 120
Authors: Charles Sutton
Categories: Computers
Type: BOOK - Published: 2012 - Publisher: Now Pub

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An Introduction to Conditional Random Fields provides a comprehensive tutorial aimed at application-oriented practitioners seeking to apply CRFs. The monograph
Spoken Language Understanding
Language: en
Pages: 443
Authors: Gokhan Tur
Categories: Language Arts & Disciplines
Type: BOOK - Published: 2011-05-03 - Publisher: John Wiley & Sons

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Spoken language understanding (SLU) is an emerging field in between speech and language processing, investigating human/ machine and human/ human communication
Computational Linguistics and Intelligent Text Processing
Language: en
Pages: 683
Authors: Alexander Gelbukh
Categories: Language Arts & Disciplines
Type: BOOK - Published: 2023-02-25 - Publisher: Springer Nature

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The two-volume set LNCS 13451 and 13452 constitutes revised selected papers from the CICLing 2019 conference which took place in La Rochelle, France, April 2019
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