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Abstract: Disfluencies occur frequently in spontaneous speech. Detection and correction of disfluencies can make automatic speech recognition transcripts more readable for human readers, and can aid downstream processing by machine. This work investigates a number of knowledge sources for disfluency detection, including acoustic-prosodic features, a language model (LM) to account for repetition patterns, a part-of-speech (POS) based LM, and rule-based knowledge. Different components are designed for... (Update)
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1.5: Automatic Disfluency Identification in Conversational.. - Liu, Shriberg, Stolcke (2003) (Correct)
0.7: Structural Event Detection for Rich Transcription of Speech - Liu (2004) (Correct)
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BibTeX entry: (Update)
Y. Liu et al. Automatic disfluency identification in conversational speech using multiple knowledge sources. In Proc. EUROSPEECH, pp. 957--960, Geneva, 2003. http://citeseer.ist.psu.edu/article/liu03automatic.html More
@misc{ liu03automatic,
author = "Y. Liu",
title = "Automatic disfluency identification in conversational speech using multiple
knowledge sources",
text = "Y. Liu et al. Automatic disfluency identification in conversational speech
using multiple knowledge sources. In Proc. EUROSPEECH, pp. 957--960, Geneva,
2003.",
year = "2003",
url = "citeseer.ist.psu.edu/article/liu03automatic.html" }
Citations (may not include all citations):151 Switchboard: Telephone speech corpus for research and develo.. (context) - Godfrey, Holliman et al. - 1992
52 Integrating multiple knowledge sources for detecting and cor.. - Bear, Dowding et al. - 1992
39 Deterministic parsing of syntactic nonfluencies (context) - Hindle - 1983
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27 A corpus-based study of repair cues in spontaneous speech - Nakatani, Hirschberg - 1994
26 Dysfluency annotation stylebook for the switchboard corpus (context) - Meteer, Taylor et al. - 1995
22 Statistical language modeling for speech disfluencies - Stolcke, Shriberg - 1996
22 The effect of glottal pulse shape on the quality of natural .. (context) - Rosenberg - 1970
20 The SRI March (context) - Stolcke, Bratt - 2000
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14 Praat, a system for doing phonetics by computer (context) - Boersma, Wennik - 1996
14 Phonetic consequences of speech disfluency - Shriberg - 1999
8 The voice source in connected speech (context) - Fant - 1997
7 Prosody modeling for automatic speech recognition and unders.. - Shriberg, Stolcke - 2002
5 Speech repairs, intonational phrases and discourse markers: .. (context) - Heeman, Allen - 1999
4 Juncture cues to disfluency - Lickley - 1996
3 Word fragment identification using acoustic-prosodic feature.. - Liu - 2003
http://www.ldc.upenn.edu,"
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