Zobrazeno 1 - 10 of 39 pro vyhledávání: '"Kyle Gorman"'
1
Akademický článek
Neural Models of Text Normalization for Speech Applications
Autor: Hao Zhang, Richard Sproat, Axel H. Ng, Felix Stahlberg, Xiaochang Peng, Kyle Gorman, Brian Roark
Publikováno v: Computational Linguistics, Vol 45, Iss 2, Pp 293-337 (2019)
Machine learning, including neural network techniques, have been applied to virtually every domain in natural language processing. One problem that has been somewhat resistant to effective machine learning solutions is text normalization for speech a
Externí odkaz: https://doaj.org/article/90dc08a28df744cfa0e164d9471b7751
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2
Akademický článek
Quantitative analysis of disfluency in children with autism spectrum disorder or language impairment.
Autor: Heather MacFarlane, Kyle Gorman, Rosemary Ingham, Alison Presmanes Hill, Katina Papadakis, Géza Kiss, Jan van Santen
Publikováno v: PLoS ONE, Vol 12, Iss 3, p e0173936 (2017)
Deficits in social communication, particularly pragmatic language, are characteristic of individuals with autism spectrum disorder (ASD). Speech disfluencies may serve pragmatic functions such as cueing speaking problems. Previous studies have found
Externí odkaz: https://doaj.org/article/5364bb1b81ac48a28d4cbed6102edc2d
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4
Results of the Second SIGMORPHON Shared Task on Multilingual Grapheme-to-Phoneme Conversion
Autor: Reuben Raff, Winnie Yan, Yeonju Lee-Sikka, Arundhati Sengupta, Travis M. Bartley, Kyle Gorman, Yulia Spektor, Omar Ortiz, Aidan Malanoski, Bora Seo, Lucas F.E. Ashby, Simon Clematide, Luca Del Signore, Cameron Gibson, Peter Makarov, Sean Miller
Grapheme-to-phoneme conversion is an important component in many speech technologies, but until recently there were no multilingual benchmarks for this task. The second iteration of the SIGMORPHON shared task on multilingual grapheme-to-phoneme conve
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f03d4b39cf99e1c2cdaca8595fb42a35
https://www.zora.uzh.ch/id/eprint/216308/
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5
NeMo Inverse Text Normalization: From Development To Production
Autor: Yang Zhang, Evelina Bakhturina, Boris Ginsburg, Kyle Gorman
Inverse text normalization (ITN) converts spoken-domain automatic speech recognition (ASR) output into written-domain text to improve the readability of the ASR output. Many state-of-the-art ITN systems use hand-written weighted finite-state transduc
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fc5ab8528d6b16513d1f262df033393b
http://arxiv.org/abs/2104.05055
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8
Structured abbreviation expansion in context
Autor: Kyle Gorman, Christo Kirov, Brian Roark, Richard Sproat
Ad hoc abbreviations are commonly found in informal communication channels that favor shorter messages. We consider the task of reversing these abbreviations in context to recover normalized, expanded versions of abbreviated messages. The problem is
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::954d664dfcd5b184aba34b91fd572f81
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