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1
Decision Tree-based Syntactic Language Modeling
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2
Incorporating nonverbal features into multimodal models of human-to-human communication
In: Theses and Dissertations Available from ProQuest (2008)
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3
A study in machine learning from imbalanced data for sentence boundary detection in speech
In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 20 (2006) 4, 468-494
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4
Structural event detection for rich transcription of speech
In: Theses and Dissertations Available from ProQuest (2004)
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5
The effect of pruning and compression on graphical representations of the output of a speech recognizer
In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 17 (2003) 4, 329-356
OLC Linguistik
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6
The effect of pruning and compression on graphical representations of the output of a speech recognizer
In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 17 (2003) 4, 329-356
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7
The Effect of Pruning and Compression on Graphical Representations of the Output of a Speech Recognizer
In: Electrical and Computer Engineering Faculty Research and Publications (2003)
Abstract: Large vocabulary continuous speech recognition can benefit from an efficient data structure for representing a large number of acoustic hypotheses compactly. Word graphs or lattices have been chosen as such an efficient interface between acoustic recognition engines and subsequent language processing modules. This paper first investigates the effect of pruning during acoustic decoding on the quality of word lattices and shows that by combining different pruning options (at the model level and word level), we can obtain word lattices with comparable accuracy to the original lattices and a manageable size. In order to use the word lattices as the input for a post-processing language module, they should preserve the target hypotheses and their scores while being as small as possible. In this paper, we introduce a word graph compression algorithm that significantly reduces the number of words in the graphical representation without eliminating utterance hypotheses or distorting their acoustic scores. We compare this word graph compression algorithm with several other lattice size-reducing approaches and demonstrate the relative strength of the new word graph compression algorithm for decreasing the number of words in the representation. Experiments are conducted across corpora and vocabulary sizes to determine the consistency of the pruning and compression results.
Keyword: Computer Engineering; Electrical and Computer Engineering; Engineering
URL: https://epublications.marquette.edu/electric_fac/36
https://epublications.marquette.edu/cgi/viewcontent.cgi?article=1035&context=electric_fac
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8
Statistical parsing and language modeling based on constraint dependency grammar
In: Theses and Dissertations Available from ProQuest (2003)
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9
Investigating Probabilistic Constraint Dependency Grammars in Language Modeling
In: Department of Electrical and Computer Engineering Technical Reports (2001)
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10
Familiarity and Pronounceability of Nouns and Names
In: Electrical and Computer Engineering Faculty Research and Publications (1999)
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11
Parsing and tagging sentences containing lexically ambiguous and unknown tokens
In: Theses and Dissertations Available from ProQuest (1999)
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12
Vowel Length and stress in Thai
In: Acta linguistica Hafniensia. - Abingdon [u.a.] : Routledge, Taylor and Francis Group 30 (1998), 39-62
OLC Linguistik
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13
Extensions to constraint dependency parsing for spoken language processing
In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 9 (1995) 3, 187-234
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14
Prosodic disambiguation in automatic speech understanding of Thai
In: Theses and Dissertations Available from ProQuest (1995)
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15
Improving hidden Markov models for speech recognition
In: Theses and Dissertations Available from ProQuest (1995)
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16
Storing Logical Form in a Shared-Packed Forest
In: Computational linguistics. - Cambridge, Mass. : MIT Press 20 (1994) 4, 649-660
OLC Linguistik
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17
Storing logical form in a shared-packed forest
In: Computational linguistics. - Cambridge, Mass. : MIT Press 20 (1994) 4, 649-660
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18
PARSEC: A Constraint-Based Parser for Spoken Language Processing
In: Department of Electrical and Computer Engineering Technical Reports (1993)
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19
Ambiguous noun phrases in logical form
In: Computational linguistics. - Cambridge, Mass. : MIT Press 18 (1992) 4, 419-465
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20
Designer definites in logical form
In: Association for Computational Linguistics. Proceedings of the conference. - Stroudsburg, Penn. : ACL 28 (1990), 62-69
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