Publication Details

Linguistic Unit Discovery from Multi-Modal Inputs in Unwritten Languages: Summary of the 'Speaking Rosetta' JSALT 2017 Workshop

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. Linguistic Unit Discovery from Multi-Modal Inputs in Unwritten Languages: Summary of the 'Speaking Rosetta' JSALT 2017 Workshop. In Proceedings of ICASSP 2018. Calgary: IEEE Signal Processing Society, 2018. p. 4979-4983. ISBN: 978-1-5386-4658-8.
Czech title
Objevování lingvistických jednotek z mutli-modálních vstupů v nepsaných jazycích - souhrn JSALT 2017 workshpou "řečová Rosettská deska"
Type
conference paper
Language
English
Authors
SCHARENBORG, O.
BESACIER, L.
BLACK, A.
Hasegawa-Johnson Mark
Metze Florian
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 Emmanuel
URL
Keywords

unwritten languages, multi-modal data,unsupervised unit discovery, image retrieval, machine translation.

Abstract

We summarize the accomplishments of a multi-disciplinaryworkshop exploring the computational and scientific issuessurrounding the discovery of linguistic units (subwords andwords) in a language without orthography. We study the replacementof orthographic transcriptions by images and/ortranslated text in a well-resourced language to help unsuperviseddiscovery from raw speech.

Published
2018
Pages
4979–4983
Proceedings
Proceedings of ICASSP 2018
Conference
IEEE International Conference on Acoustics, Speech and Signal Processing, Calgary, CA
ISBN
978-1-5386-4658-8
Publisher
IEEE Signal Processing Society
Place
Calgary
DOI
10.1109/ICASSP.2018.8461761
UT WoS
000446384605030
EID Scopus
2-s2.0-85054264895
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"
}
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