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Combining the detection and correction of speech repairs

P.A. Heeman, Kyung-Ho Loken-Kim, J.F. Allen
Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96  
Previous approaches to detecting and correcting speech repairs have for the most part separated these two problems.  ...  In this paper, we present a statistical model of speech repairs that uses information about the possible correction to help decide whether a speech repair actually occurred.  ...  Rather, detection of speech repairs probably relies on the combination of a number clues, both acoustic and lexical.  ... 
doi:10.1109/icslp.1996.607129 fatcat:xytvuk6ghnduzbjv66lho7vrj4

Page 564 of Computational Linguistics Vol. 25, Issue 4 [page]

1999 Computational Linguistics  
We also note that this work is the first proposal that combines the detection and correction of speech repairs, the identification of intonational phrases and discourse markers, and POS tag- ging, in a  ...  Hence our comparison is with systems that address only part of the problem. 9.1 Speech Repairs Table 15 gives the results of the full model for detecting and correcting speech re- pairs.  ... 

Integrating multiple knowledge sources for detection and correction of repairs in human-computer dialog

John Bear, John Dowding, Elizabeth Shriberg
1992 Proceedings of the 30th annual meeting on Association for Computational Linguistics -  
We present here criteria and techniques for automatically detecting the presence of a repair, its location, and making the appropriate correction.  ...  We have analyzed 607 sentences of spontaneous human-computer speech data containing repairs, drawn from a total corpus of 10,718 sentences.  ...  We would also like to thank Robin Lickley for his feedback on the acoustics section, Elizabeth Wade for assistance with the statistics, and Mark Gawron for work on the Gemini grammar.  ... 
doi:10.3115/981967.981975 dblp:conf/acl/BearDS92 fatcat:5d3vgf6mmnelxbb6tl3hdwferu

Monitoring for speech errors has different functions in inner and overt speech [chapter]

Sieb G. Nooteboom
2010 Linguistics Today  
It is expected that in inner speech, but not in overt speech, more nonword errors are detected than real-word ones, and that overt repairs of errors detected in inner speech differ from overt repairs of  ...  errors detected in overt speech in that they have shorter offset-to-repair times, are spoken with raised instead of lowered intensity and pitch, and are less often accompanied by editing expressions.  ...  In each individual interruption the lexicality was judged from the combination of speech error and repair.  ... 
doi:10.1075/la.150.09noo fatcat:cnhmddxqbndklmgaxshr3w2qqi

Detecting and correcting speech repairs

Peter Heeman, James Allen
1994 Proceedings of the 32nd annual meeting on Association for Computational Linguistics -  
One of the most critical is the prevalence of speech repairs. This paper presents an algorithm that detects and corrects speech repairs based on finding the repair pattern.  ...  In a fair test, our method, when combined with a statistical model to filter possible repairs, was successful at detecting and correcting 80% of the repairs, without using prosodic information or a parser  ...  Funding gratefully received from the Natural Sciences and Engineering Research Council of Canada, from NSF under Grant IRI-90-13160, and from ONR/DARPA under Grant N00014-92-J-1512.  ... 
doi:10.3115/981732.981773 dblp:conf/acl/HeemanA94 fatcat:4uwqsr56lbhxdk2s67bjzirhsa

Detecting and Correcting Speech Repairs [article]

Peter Heeman
1994 arXiv   pre-print
One of the most critical is the prevalence of speech repairs. This paper presents an algorithm that detects and corrects speech repairs based on finding the repair pattern.  ...  In a fair test, our method, when combined with a statistical model to filter possible repairs, was successful at detecting and correcting 80\% of the repairs, without using prosodic information or a parser  ...  Funding gratefully received from the Natural Sciences and Engineering Research Council of Canada, from NSF under Grant IRI-90-13160, and from ONR/DARPA under Grant N00014-92-J-1512.  ... 
arXiv:cmp-lg/9406006v2 fatcat:gxxi7wefa5dxbccjcpazi5tdlm

Detection of errors during speech production: a review of speech monitoring models

Albert Postma
2000 Cognition  
Finally, node structure theory views error detection as a natural out¯ow of the activation patterns in the node system for speech production.  ...  The approaches differ on the points of consciousness, volition and control, the number of monitoring channels, and their speed, exibility, and capacity, and whether they can account for concurrent language  ...  Also, I thank Loekie Elbers, Geert Panhuysen, and Frank Wijnen for their careful reading of a previous version of the text.  ... 
doi:10.1016/s0010-0277(00)00090-1 pmid:10986364 fatcat:e5de6hh4orafrivs3dyl6ysk5i

Processing Self-Corrections in a Speech-to-Speech System [chapter]

Jörg Spilker, Martin Klarner, Günther Görz
2000 Artificial Intelligence  
We present a framework to detect and correct speech repairs where all relevant levels of information, i.e., acoustics, lexis, syntax and semantics can be integrated.  ...  Speech repairs occur often in spontaneous spoken dialogues. The ability to detect and correct those repairs is necessary for any s p o k en language system.  ...  He reports a recall rate of 81 and a precision of 83 for detection and 78 80 for correction. The test settings are nearly the same as test 2.  ... 
doi:10.1007/978-3-662-04230-4_10 fatcat:2kbpu2jtcbc3tkh6vvkhyqkmzy

A speech-first model for repair detection and correction

Christine Nakatani, Julia Hirschberg
1993 Proceedings of the 31st annual meeting on Association for Computational Linguistics -  
We identify several cues based on acoustic and prosodic analysis of repairs in a corpus of spontaneous speech, and propose methods for exploiting these cues to detect and correct repairs.  ...  However, while corpus studies have shown that about 10% of spontaneous utterances contain self-corrections, or RE-PAIRS, little is known about the extent to which cues in the speech signal may facilitate  ...  CART analysis employed software written by Daryl Pregibon and Michael Riley. Speech analysis was done with Entropic Research Laboratory's WAVES software.  ... 
doi:10.3115/981574.981581 dblp:conf/acl/NakataniH93 fatcat:qmgkrhudzvb3ffxl6vfliiyjb4

Processing Self Corrections in a speech to speech system [article]

Joerg Spilker, Martin Klarner, Guenther Goerz
2000 arXiv   pre-print
We present a framework to detect and correct speech repairs where all relevant levels of information, i.e., acoustics, lexis, syntax and semantics can be integrated.  ...  Speech repairs occur often in spontaneous spoken dialogues. The ability to detect and correct those repairs is necessary for any spoken language system.  ...  He reports a recall rate of 81% and a precision of 83% for detection and 78%/80% for correction. The test settings are nearly the same as test 2.  ... 
arXiv:cs/0008016v1 fatcat:2w27bczyrfcxnbbbukdkjjb6se

Speech repair clues for detecting speech repairs in MICASE

Linda Fraňová
2014 Discourse and Interaction  
The analysis shows the frequency of use of the individual speech repair clues such as editing term, word fragment and word correspondence.  ...  Implementation of this algorithm into spontaneous speech is presented. Two types of speech repairs were analysed: modification and abridged repairs.  ...  Here we show results on detection and correction of repairs by combining pattern matching with syntactic and semantic analysis.  ... 
doi:10.5817/di2014-2-5 fatcat:xhxzmcvkpnaatl6slq6xv42ou4

Intonational boundaries, speech repairs and discourse markers

Peter A. Heeman, James F. Allen
1997 Proceedings of the 35th annual meeting on Association for Computational Linguistics -  
To understand a speaker's turn of a conversation, one needs to segment it into intonational phrases, clean up any speech repairs that might have occurred, and identify discourse markers.  ...  We put forward a statistical language model that resolves these problems, does POS tagging, and can be used as the language model of a speech recognizer.  ...  Final preparation of this paper was done while the first author was visiting CNET, France Télécom.  ... 
doi:10.3115/976909.979650 dblp:conf/acl/HeemanA97 fatcat:hvsxpmtxfvc5ti32j25x5365uq

Intonational Boundaries, Speech Repairs and Discourse Markers: Modeling Spoken Dialog [article]

Peter A. Heeman, James F. Allen (University of Rochester)
1997 arXiv   pre-print
To understand a speaker's turn of a conversation, one needs to segment it into intonational phrases, clean up any speech repairs that might have occurred, and identify discourse markers.  ...  We put forward a statistical language model that resolves these problems, does POS tagging, and can be used as the language model of a speech recognizer.  ...  Final preparation of this paper was done while the first author was visiting CNET, France Télécom.  ... 
arXiv:cmp-lg/9704008v1 fatcat:y6qoqob23rdgtjpv55vbekamzy

Disfluency Detection Using a Bidirectional LSTM

Vicky Zayats, Mari Ostendorf, Hannaneh Hajishirzi
2016 Interspeech 2016  
In experiments on the Switchboard corpus, the model achieves state-of-the-art performance for both the standard disfluency detection task and the correction detection task.  ...  The BLSTM takes advantage of explicit repair states in addition to the standard reparandum states.  ...  architecture and leverage the relatedness of repair and reparandum for repetition and correction disfluencies.  ... 
doi:10.21437/interspeech.2016-1247 dblp:conf/interspeech/ZayatsOH16 fatcat:f5c7axidgjd4zitbqgd3rbgxly

Speech Repairs, Intonational Boundaries and Discourse Markers: Modeling Speakers' Utterances in Spoken Dialog [article]

Peter A. Heeman
1997 arXiv   pre-print
detected and corrected.  ...  The output of this language model is a much fuller account of the speaker's turn, with part-of-speech assigned to each word, intonation phrase endings and discourse markers identified, and speech repairs  ...  markers, and detects and corrects speech repairs.  ... 
arXiv:cmp-lg/9712009v1 fatcat:c7jnyvlaczbolc2tq5gpzqgypq
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