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Towards Exploring Linguistic Variation in ASR Errors: Paradigm & Tool for Perceptual experiments
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In: Proceedings of the New tools and methods for very-large-scale phonetics research workshop (VLSP'11) ; New tools and methods for very-large-scale phonetics research workshop (VLSP'11) ; https://hal.archives-ouvertes.fr/hal-01135133 ; New tools and methods for very-large-scale phonetics research workshop (VLSP'11), Jan 2011, Philadelphie, United States (2011)
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Cross-lingual study of ASR errors: on the role of the context in human perception of near homophones
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In: Proceedings of the 12th Annual Conference of the International Speech Communication Association (Interspeech'11) ; 12th Annual Conference of the International Speech Communication Association (Interspeech'11) ; https://hal.archives-ouvertes.fr/hal-01135150 ; 12th Annual Conference of the International Speech Communication Association (Interspeech'11), International Speech Communication Association (ISCA), Aug 2011, Florence, Italy. pp.1949--1952 (2011)
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Studying Luxembourgish phonetics via multilingual forced alignments
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In: Proceedings of the 17th International Congress of Phonetic Sciences (ICPhS'11) ; 17th International Congress of Phonetic Sciences (ICPhS'11) ; https://hal.archives-ouvertes.fr/hal-01135124 ; 17th International Congress of Phonetic Sciences (ICPhS'11), Aug 2011, Hong Kong, China. pp.196-199 (2011)
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Abstract:
International audience ; Luxembourgish, a Germanic-Franconian language, is embedded in a multilingual context on the divide between Romance and Germanic cultures and remains one of Europe’s under-described languages. This paper investigates the similarity between Luxembourgish phone segments with German, French and English via forced speech alignment techniques. Making use of monolingual acoustic seed models from these three languages, as well as “multilingual” models trained on pooled speech data we investigated whether Luxembourgish was globally better represented by one of the individual languages or by the multilingual model. Although French words are often interspersed in spoken Luxembourgish, forced alignments show a clear preference for Germanic acoustic models, with only a limited usage of the French ones. While globally, the German models provide the best match, a phone-based analysis, shows language-specific preferences: French is preferred for rounded front vowels, nasal vowels and /Z/ whereas English is more frequently used for diphthongs. The proposed method enables the acoustic match between phonemes in different languages to be quantified and opens new perspectives in language processing studies for low e-resourced languages and for L2 learning.
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Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; acoustic modeling; Forced alignment; Germanic languages; Luxembourgish; multilingual models; Romance languages
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URL: https://hal.archives-ouvertes.fr/hal-01135124
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Pronunciation and Writing Variants in an Under-Resourced Language: The Case of Luxembourgish Mobile N-Deletion
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In: Human Language Technology. Challenges for Computer Science and Linguistics ; https://hal.archives-ouvertes.fr/hal-01135097 ; Zygmunt Vetulani. Human Language Technology. Challenges for Computer Science and Linguistics, 6562, Springer Berlin Heidelberg, pp.70-8-1, 2011, 4th Language and Technology Conference, LTC 2009, Poznan, Poland, November 6-8, 2009, Revised Selected Papers, 978-3-642-20094-6. ⟨10.1007/978-3-642-20095-3_7⟩ (2011)
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Computational Modeling of Assimilated Speech: Cross-Linguistic Evidence
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In: Snoeren, Natalie D.; & Gaskell, M. Gareth. (2007). Computational Modeling of Assimilated Speech: Cross-Linguistic Evidence. Proceedings of the Cognitive Science Society, 29(29). Retrieved from: http://www.escholarship.org/uc/item/2cd224tp (2007)
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