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Preliminary Experiments on Unsupervised Word Discovery in Mboshi
Abstract : The necessity to document thousands of endangered languages encourages the collaboration between linguists and computer scientists in order to provide the documentary linguistics community with the support of automatic processing tools. The French-German ANR-DFG project Breaking the Unwritten Language Barrier (BULB) aims at developing such tools for three mostly unwritten African languages of the Bantu family. For one of them, Mboshi, a language originating from the " Cu-vette " region of the Republic of Congo, we investigate unsuper-vised word discovery techniques from an unsegmented stream of phonemes. We compare different models and algorithms, both monolingual and bilingual, on a new corpus in Mboshi and French, and discuss various ways to represent the data with suitable granularity. An additional French-English corpus allows us to contrast the results obtained on Mboshi and to experiment with more data.
Cited literature [32 references]
https://hal.archives-ouvertes.fr/hal-01350119
Contributor : Laurent Besacier Connect in order to contact the contributor
Submitted on : Friday, July 29, 2016 - 4:33:32 PM
Last modification on : Monday, December 13, 2021 - 9:16:23 AM
Long-term archiving on: : Sunday, October 30, 2016 - 10:46:43 AM
Contributor : Laurent Besacier Connect in order to contact the contributor
Submitted on : Friday, July 29, 2016 - 4:33:32 PM
Last modification on : Monday, December 13, 2021 - 9:16:23 AM
Long-term archiving on: : Sunday, October 30, 2016 - 10:46:43 AM
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