NDLI: Distance-based dialog acts labeling

Content Provider	IEEE Xplore Digital Library
Author	Ondas, S. Juhar, J.
Copyright Year	2015
Description	Author affiliation: Dept. of Electron. & Multimedia Commun., Tech. Univ. of Kosice, Kosice, Slovakia (Ondas, S.; Juhar, J.)
Abstract	The capability to recognize a communication function (dialogue act) of the particular utterance spoken by the speaker in the dialogue interaction, is one of the important ability of human participants in dialogue interactions. Automatic dialog act recognition can make human-computer dialogue interaction more natural and effective. Dialogue act recognition is a language-dependent technology and resources in desired language are required in form of a corpus, where each utterance is labeled by one of the dialog acts. Approaches based on statistical modeling are usually applied to classify dialogue acts. In the paper, simple distance-based approach is introduced and results of evaluation experiments on newly-prepared corpus in Slovak language are presented.
Starting Page	99
Ending Page	103
File Size	324532
Page Count	5
File Format	PDF
e-ISBN	9781467381291
DOI	10.1109/CogInfoCom.2015.7390572
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-10-19
Publisher Place	Hungary
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Training Dialog act Computational modeling Hidden Markov models Euclidean distance Spoken dialog Classification Labeling MATLAB Pattern matching
Content Type	Text
Resource Type	Article

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