Fetching the paper…
Reading the bibliography…
Recent work on unsupervised term discovery (UTD) aims to identify and cluster repeated word-like units from audio alone.
Distribution de la Flore Alpine: dans le Bassin des dranses et dans quelques régions voisines
P. Jaccard, · 1901
Earlier work this paper cites.
“Dynamic programming algorithm optimization for spoken word recognition,”
H. Sakoe and S. Chiba, · 1978
Earlier work this paper cites.
“Learning from labeled and unlabeled data with label propagation,”
X. Zhu and Z. Ghahramani, · 2002
Earlier work this paper cites.
“Learning with local and global consistency,”
D. Zhou, O. Bousquet, T. N. Lal, J. Weston, and B. Schölkopf, · 2004
Earlier work this paper cites.
“Label propagation and quadratic criterion,”
Y. Bengio, O. Delalleau, and N. Le Roux, · 2006
Earlier work this paper cites.
“Unsupervised pattern discovery in speech,”
A. S. Park and J. R. Glass, · 2008
Earlier work this paper cites.
“Unsupervised spoken keyword spotting via segmental dtw on gaussian posteriorgrams,”
Y. Zhang and J. R. Glass, · 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.
“Crowdsourced translation for emergency response in Haiti: the global collaboration of local knowledge,”
R. Munro, · 2010
Earlier work this paper cites.
“NLP on spoken documents without ASR,”
M. Dredze, A. Jansen, G. Coppersmith, and K. Church, · 2010
Earlier work this paper cites.
“Efficient spoken term discovery using randomized algorithms,”
A. Jansen and B. Van Durme, · 2011
Cited alongside, same era.
“Resource configurable spoken query detection using deep Boltzmann machines,”
Y. Zhang, R. Salakhutdinov, H.-A. Chang, and J. R. Glass, · 2012
Cited alongside, same era.
“A nonparametric Bayesian approach to acoustic model discovery,”
C.-y. Lee and J. R. Glass, · 2012
Cited alongside, same era.
“The spoken web search task at MediaEval 2012,”
F. Metze, X. Anguera, E. Barnard, M. Davel, and G. Gravier, · 2013
Cited alongside, same era.
“Improved speech-to-text translation with the Fisher and Callhome Spanish–English speech translation corpus,”
M. Post, G. Kumar, A. Lopez, D. Karakos, C. Callison-Burch, and S. Khudanpur, · 2013
Cited alongside, same era.
“A hierarchical system for word discovery exploiting DTW-based initialization,”
“Unsupervised word discovery from speech using automatic segmentation into syllable-like units,”
O. J. Räsänen, G. Doyle, and M. C. Frank, · 2015
Later among the works it cites.
“Fully unsupervised small-vocabulary speech recognition using a segmental bayesian model,”
H. Kamper, A. Jansen, and S. J. Goldwater, · 2015
Later among the works it cites.
“Utterance classification in speech-to-speech translation for zero-resource languages in the hospital administration domain,”
L. J. Martin, A. Wilkinson, S. S. Miryala, V. Robison, and A. W. Black, · 2015
Later among the works it cites.
“Discovering discrete subword units with binarized autoencoders and hidden-Markov-model encoders,”
L. Badino, A. Mereta, and L. Rosasco, · 2015
Later among the works it cites.
“A hybrid dynamic time warping-deep neural network architecture for unsupervised acoustic modeling,”
R. Thiollière, E. Dunbar, G. Synnaeve, M. Versteegh, and E. Dupoux, · 2015
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
O. Walter, T. Korthals, R. Haeb-Umbach, and B. Raj, · 2013
Cited alongside, same era.
“Automatic speech recognition for under-resourced languages: A survey,”
L. Besacier, E. Barnard, A. Karpov, and T. Schultz, · 2014
Cited alongside, same era.
“Unsupervised training of an HMM-based self-organizing unit recognizer with applications to topic classification and keyword discovery,”
M.-H. Siu, H. Gish, A. Chan, W. Belfield, and S. Lowe, · 2014
Cited alongside, same era.
“Segmental acoustic indexing for zero resource keyword search,”
K. Levin, A. Jansen, and B. Van Durme, · 2015
Cited alongside, same era.
“The Zero Resource Speech Challenge 2015,”
M. Versteegh, R. Thiollière, T. Schatz, X. N. Cao, X. Anguera, A. Jansen, and E. Dupoux, · 2015
Cited alongside, same era.
“Unsupervised lexicon discovery from acoustic input,”
C.-y. Lee, T. O’Donnell, and J. R. Glass, · 2015
Later among the works it cites.
“Unsupervised neural network based feature extraction using weak top-down constraints,”
H. Kamper, M. Elsner, A. Jansen, and S. J. Goldwater, · 2015
Later among the works it cites.
“A comparison of neural network methods for unsupervised representation learning on the Zero Resource Speech Challenge,”
D. Renshaw, H. Kamper, A. Jansen, and S. J. Goldwater, · 2015
Later among the works it cites.
“Unsupervised word segmentation and lexicon discovery using acoustic word embeddings,”
H. Kamper, A. Jansen, and S. J. Goldwater, · 2016
Closest in time.
“An attentional model for speech translation without transcription,”
L. Duong, A. Anastasopoulos, D. Chiang, S. Bird, and T. Cohn, · 2016
Closest in time.