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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.
“Is tectorial membrane filtering required to explain two tone suppression and the upward spread of masking?,”
J. Allen and D. Sen, · 1999
Earlier work this paper cites.
“Experiments on cross-language acoustic modelling,”
A. W. Tanja Schultz, · 2001
Earlier work this paper cites.
“Experiences from the spoken dutch corpus project,”
N. Oostdijk, W. Goedertier, F. V. Eynde, L. Boves, J.-P. Martens, M. Moortgat, and H. Baayen, · 2002
Earlier work this paper cites.
“Mapping from articulatory movements to vocal tract spectrum with gaussian mixture model for articulatory speech synthesis,”
T. Toda, A. W. Black, and K. Tokuda, · 2004
Earlier work this paper cites.
“CLUSTERGEN: A statistical parametric speech synthesizer using trajectory modeling,”
A. W. Black, · 2006
Earlier work this paper cites.
“Collapsed variational Dirichlet process mixture models,”
K. Kurihara, M. Welling, and Y. W. Teh, · 2007
Earlier work this paper cites.
“Unsupervised learning of acoustic sub-word units,”
B. Varadarajan, S. Khudanpur, and E. Dupoux, · 2008
Earlier work this paper cites.
“Unsupervised Pattern Discovery in Speech,”
A. S. Park and J. R. Glass, · 2008
Earlier work this paper cites.
“Cross-language bootstrapping for unsupervised acoustic model training: rapid development of a polish speech recognition system,”
J. Lööf, C. Gollan, and H. Ney, · 2009
Earlier work this paper cites.
“Towards multi-speaker unsupervised speech pattern discovery,”
Y. Zhang and J. R. Glass, · 2010
Earlier work this paper cites.
“Efficient spoken term discovery using randomized algorithms,”
A. Jansen and B. Van Durme, · 2011
Earlier work this paper cites.
“The language-independent bottleneck features,”
K. Vesely, M. Karafiát, F. Grezl, M. Janda, and E. Egorova, · 2012
Earlier work this paper cites.
“A summary of the 2012 JH CLSP Workshop on zero resource speech technologies and models of early language acquisition,”
A. Jansen et al., · 2013
Cited alongside, same era.
“Evaluating speech features with the Minimal-Pair ABX task (I): Analysis of the classical MFC/PLP pipeline,”
T. Schatz, V. Peddinti, F. Bach, A. Jansen, H. Hermansky, and E. Dupoux, · 2013
Cited alongside, same era.
“Microsoft coco: Common objects in context,”
T.-Y. Lin, M. Maire, S. Belongie, J. Hays, P. Perona, D. Ramanan, P. Dollár, and C. L. Zitnick, · 2014
Cited alongside, same era.
“Evaluating speech features with the Minimal-Pair ABX task (II): Resistance to noise,”
T. Schatz, V. Peddinti, X.-N. Cao, F. Bach, H. Hermansky, and E. Dupoux, · 2014
Cited alongside, same era.
“Bridging the gap between speech technology and natural language processing: an evaluation toolbox for term discovery systems,”
B. Ludusan, M. Versteegh, A. Jansen, G. Gravier, X.-N. Cao, M. Johnson, and E. Dupoux, · 2014
Cited alongside, same era.
“Parallel speech collection for under-resourced language studies using the LIG-Aikuma mobile device app,”
D. Blachon, E. Gauthier, L. Besacier, G.-N. Kouarata, M. Adda-Decker, and A. Rialland, · 2016
Later among the works it cites.
“Composing graphical models with neural networks for structured representations and fast inference,”
M. J. Johnson, D. Duvenaud, A. B. Wiltschko, S. R. Datta, and R. P. Adams, · 2016
Later among the works it cites.
“Listen and translate: A proof of concept for end-to-end speech-to-text translation,”
A. Bérard, O. Pietquin, C. Servan, and L. Besacier, · 2016
Later among the works it cites.
“Representations of language in a model of visually grounded speech signal,”
G. Chrupała, L. Gelderloos, and A. Alishahi, · 2017
Later among the works it cites.
“A very low resource language speech corpus for computational language documentation experiments,”
P. Godard et al., · 2017
Later among the works it cites.
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“A comparative study of bnf and dnn multilingual training on cross-lingual low-resource speech recognition,”
H. Xu, V. Do, X. Xiao, and E. Chng, · 2015
Cited alongside, same era.
“Deep multimodal semantic embeddings for speech and images,”
D. Harwarth and J. Glass, · 2015
Cited alongside, same era.
“Deep multimodal semantic embeddings for speech and images,”
D. Harwath and J. Glass, · 2015
Cited alongside, same era.
W. Chan, N. Jaitly, Q. V. Le, and O. Vinyals, · 2015
Cited alongside, same era.
“Breaking the unwritten kanguage barrier: The Bulb project,”
G. Adda et al., · 2016
Cited alongside, same era.
“Variational inference for acoustic unit discovery,”
L. Ondel, L. Burget, and J. Černocký, · 2016
Cited alongside, same era.
“Unsupervised learning of spoken language with visual context,”
D. Harwath, A. Torralba, and J. Glass, · 2016
Cited alongside, same era.
“Speech-coco: 600k visually grounded spoken captions aligned to mscoco data set,”
W. Havard, L. Besacier, and O. Rosec, · 2017
Later among the works it cites.
“The zero resource speech challenge 2017,”
E. Dunbar, X. Nga Cao, J. Benjumea, J. Karadayi, M. Bernard, L. Besacier, X. Anguera, and E. Dupoux, · 2017
Later among the works it cites.
“Improving phoneme set discovery for documenting unwritten languages,”
M. Müller, J. Franke, S. Stüker, and A. Waibel, · 2017
Later among the works it cites.
“Building an asr system for a low-resource language through the adaptation of a high-resource language asr system: Preliminary results,”
O. Scharenborg, F. Ciannella, S. Palaskar, A. Black, F. Metze, L. Ondel, and M. Hasegawa-Johnson, · 2017
Later among the works it cites.
“Image2speech: Automatically generating audio descriptions of images,”
M. Hasegawa-Johnson, A. Black, L. Ondel, O. Scharenborg, and F. Ciannella, · 2017
Later among the works it cites.
“Sequence-to-sequence models can directly transcribe foreign speech,”
R. J. Weiss, J. Chorowski, N. Jaitly, Y. Wu, and Z. Chen, · 2017
Later among the works it cites.
“Unwritten languages demand attention too! word discovery with encoder-decoder models,”
M. Zanon Boito, A. Berard, A. Villavicencio, and L. Besacier, · 2017
Later among the works it cites.