Dialogue act modeling for automatic tagging and recognition of conversational speech

A Stolcke, K Ries, N Coccaro, E Shriberg… - Computational …, 2000 - direct.mit.edu
We describe a statistical approach for modeling dialogue acts in conversational speech, ie,
speech-act-like units such as Statement, Question, Backchannel, Agreement, Disagreement …

Can prosody aid the automatic classification of dialog acts in conversational speech?

E Shriberg, A Stolcke, D Jurafsky… - Language and …, 1998 - journals.sagepub.com
Identifying whether an utterance is a statement, question, greeting, and so forth is integral to
effective automatic understanding of natural dialog. Little is known, however, about how …

[PDF][PDF] Lexical, prosodic, and syntactic cues for dialog acts

D Jurafsky, E Shriberg, B Fox, T Curl - Discourse relations and …, 1998 - aclanthology.org
The structure of a discourse is reflected in many aspects of its linguistic realization, including
its lexical, prosodic, syntactic, and semantic nature. Multiparty dialog contains a particular …

Automatic detection of discourse structure for speech recognition and understanding

D Jurafsky, R Bates, N Coccaro… - … IEEE Workshop on …, 1997 - ieeexplore.ieee.org
We describe a new approach for statistical modeling and detection of discourse structure for
natural conversational speech. Our model is based on 42 dialog acts (DAs),(question …

[PDF][PDF] Dialogue act classification using language models.

N Reithinger, M Klesen - EuroSpeech, 1997 - Citeseer
Pragmatically important information as eg dialogue acts that describe the illocution of an
utterance depend in traditional processing approaches on error prone syntactic/semantic …

HMM and neural network based speech act detection

K Ries - 1999 IEEE International Conference on Acoustics …, 1999 - ieeexplore.ieee.org
We present an incremental lattice generation approach to speech act detection for
spontaneous and overlap** speech in telephone conversations (CallHome Spanish). At …

Turning pervasive computing into mediated spaces

W Mark - IBM systems journal, 1999 - ieeexplore.ieee.org
With pervasive computing, we envision a future in which computation becomes part of the
environment. The computer forms (workstation, personal computer, personal digital …

Intonation and dialog context as constraints for speech recognition

P Taylor, S King, S Isard, H Wright - Language and Speech, 1998 - journals.sagepub.com
This paper describes a way of using intonation and dialog context to improve the
performance of an automatic speech recognition (ASR) system. Our experiments were run …

Sentence encoding for Dialogue Act classification

N Duran, S Battle, J Smith - Natural Language Engineering, 2023 - cambridge.org
In this study, we investigate the process of generating single-sentence representations for
the purpose of Dialogue Act (DA) classification, including several aspects of text pre …

Combining lexical, syntactic and prosodic cues for improved online dialog act tagging

VKR Sridhar, S Bangalore, S Narayanan - Computer Speech & Language, 2009 - Elsevier
Prosody is an important cue for identifying dialog acts. In this paper, we show that modeling
the sequence of acoustic–prosodic values as n-gram features with a maximum entropy …