Publication detail

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.

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-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.

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"
}