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

Odette Scharenborg; Laurent Besacier; Alan Black; Mark Hasegawa-Johnson; Florian Metze; Graham Neubig; Sebastian Stuker; Pierre Godard; Markus Muller; Lucas Ondel; Shruti Palaskar; Philip Arthur; Francesco Ciannella; Mingxing Du; Elin Larsen; Danny Merkx; Rachid Riad; Liming Wang; Emmanuel Dupoux

doi:10.1109/ICASSP.2018.8461761

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

Odette Scharenborg, Laurent Besacier, Alan Black, Mark Hasegawa-Johnson, Florian Metze, Graham Neubig, Sebastian Stuker, Pierre Godard, Markus Muller, Lucas Ondel, Shruti Palaskar, Philip Arthur, Francesco Ciannella, Mingxing Du, Elin Larsen, Danny Merkx, Rachid Riad, Liming Wang, Emmanuel Dupoux

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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.

Original language	English (US)
Title of host publication	2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	4979-4983
Number of pages	5
ISBN (Print)	9781538646588
DOIs	https://doi.org/10.1109/ICASSP.2018.8461761
State	Published - Sep 10 2018
Event	2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Calgary, Canada Duration: Apr 15 2018 → Apr 20 2018

Publication series

Name	ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Volume	2018-April
ISSN (Print)	1520-6149

Other

Other	2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018
Country	Canada
City	Calgary
Period	4/15/18 → 4/20/18

Keywords

Image retrieval
Machine translation
Multi-modal data
Unsupervised unit discovery
Unwritten languages

ASJC Scopus subject areas

Software
Signal Processing
Electrical and Electronic Engineering

Access to Document

10.1109/ICASSP.2018.8461761

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Scharenborg, O., Besacier, L., Black, A., Hasegawa-Johnson, M., Metze, F., Neubig, G., Stuker, S., Godard, P., Muller, M., Ondel, L., Palaskar, S., Arthur, P., Ciannella, F., Du, M., Larsen, E., Merkx, D., Riad, R., Wang, L., & Dupoux, E. (2018). Linguistic Unit Discovery from Multi-Modal Inputs in Unwritten Languages: Summary of the 'Speaking Rosetta' JSALT 2017 Workshop. In 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings (pp. 4979-4983). [8461761] (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. 2018-April). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICASSP.2018.8461761

Linguistic Unit Discovery from Multi-Modal Inputs in Unwritten Languages : Summary of the 'Speaking Rosetta' JSALT 2017 Workshop. / Scharenborg, Odette; Besacier, Laurent; Black, Alan; Hasegawa-Johnson, Mark; Metze, Florian; Neubig, Graham; Stuker, Sebastian; Godard, Pierre; Muller, Markus; Ondel, Lucas; Palaskar, Shruti; Arthur, Philip; Ciannella, Francesco; Du, Mingxing; Larsen, Elin; Merkx, Danny; Riad, Rachid; Wang, Liming; Dupoux, Emmanuel.

2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2018. p. 4979-4983 8461761 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Scharenborg, O, Besacier, L, Black, A, Hasegawa-Johnson, M, Metze, F, Neubig, G, Stuker, S, Godard, P, Muller, M, Ondel, L, Palaskar, S, Arthur, P, Ciannella, F, Du, M, Larsen, E, Merkx, D, Riad, R, Wang, L & Dupoux, E 2018, Linguistic Unit Discovery from Multi-Modal Inputs in Unwritten Languages: Summary of the 'Speaking Rosetta' JSALT 2017 Workshop. in 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings., 8461761, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, vol. 2018-April, Institute of Electrical and Electronics Engineers Inc., pp. 4979-4983, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018, Calgary, Canada, 4/15/18. https://doi.org/10.1109/ICASSP.2018.8461761

Scharenborg O, Besacier L, Black A, Hasegawa-Johnson M, Metze F, Neubig G et al. Linguistic Unit Discovery from Multi-Modal Inputs in Unwritten Languages: Summary of the 'Speaking Rosetta' JSALT 2017 Workshop. In 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2018. p. 4979-4983. 8461761. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). https://doi.org/10.1109/ICASSP.2018.8461761

Scharenborg, Odette ; Besacier, Laurent ; Black, Alan ; Hasegawa-Johnson, Mark ; Metze, Florian ; Neubig, Graham ; Stuker, Sebastian ; Godard, Pierre ; Muller, Markus ; Ondel, Lucas ; Palaskar, Shruti ; Arthur, Philip ; Ciannella, Francesco ; Du, Mingxing ; Larsen, Elin ; Merkx, Danny ; Riad, Rachid ; Wang, Liming ; Dupoux, Emmanuel. / Linguistic Unit Discovery from Multi-Modal Inputs in Unwritten Languages : Summary of the 'Speaking Rosetta' JSALT 2017 Workshop. 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 4979-4983 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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