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SCHARENBORG, O. BESACIER, L. BLACK, A. HASEGAWA-JOHNSON, M. METZE, F. NEUBIG, G. STÜKER, S. GODARD, P. MÜLLER, M. ONDEL YANG, L. PALASKAR, S. ARTHUR, P. CIANNELLA, F. DU, M. LARSEN, E. MERKX, D. RIAD, R. WANG, L. DUPOUX, E.
Original Title
Linguistic Unit Discovery from Multi-Modal Inputs in Unwritten Languages: Summary of the 'Speaking Rosetta' JSALT 2017 Workshop
Type
conference paper
Language
English
Original Abstract
We summarize the accomplishments of a multi-disciplinary workshop exploring the computational and scientific issues surrounding the discovery of linguistic units (subwords and words) in a language without orthography. We study the replacement of orthographic transcriptions by images and/or translated text in a well-resourced language to help unsupervised discovery from raw speech.
Keywords
unwritten languages, multi-modal data, unsupervised unit discovery, image retrieval, machine translation.
Authors
SCHARENBORG, O.; BESACIER, L.; BLACK, A.; HASEGAWA-JOHNSON, M.; METZE, F.; NEUBIG, G.; STÜKER, S.; GODARD, P.; MÜLLER, M.; ONDEL YANG, L.; PALASKAR, S.; ARTHUR, P.; CIANNELLA, F.; DU, M.; LARSEN, E.; MERKX, D.; RIAD, R.; WANG, L.; DUPOUX, E.
Released
15. 4. 2018
Publisher
IEEE Signal Processing Society
Location
Calgary
ISBN
978-1-5386-4658-8
Book
Proceedings of ICASSP 2018
Pages from
4979
Pages to
4983
Pages count
5
URL
http://www.fit.vutbr.cz/research/groups/speech/publi/2018/scharenborg_icassp2018_0004979.pdf
BibTex
@inproceedings{BUT155040, author="SCHARENBORG, O. and BESACIER, L. and BLACK, A. and HASEGAWA-JOHNSON, M. and METZE, F. and NEUBIG, G. and STÜKER, S. and GODARD, P. and MÜLLER, M. and ONDEL YANG, L. and PALASKAR, S. and ARTHUR, P. and CIANNELLA, F. and DU, M. and LARSEN, E. and MERKX, D. and RIAD, R. and WANG, L. and DUPOUX, E.", title="Linguistic Unit Discovery from Multi-Modal Inputs in Unwritten Languages: Summary of the 'Speaking Rosetta' JSALT 2017 Workshop", booktitle="Proceedings of ICASSP 2018", year="2018", pages="4979--4983", publisher="IEEE Signal Processing Society", address="Calgary", doi="10.1109/ICASSP.2018.8461761", isbn="978-1-5386-4658-8", url="http://www.fit.vutbr.cz/research/groups/speech/publi/2018/scharenborg_icassp2018_0004979.pdf" }