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Karen Livescu
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Deep Canonical Correlation Analysis
G Andrew, R Arora, J Bilmes, K Livescu
International Conference on Machine Learning, 2013
24392013
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
13932022
On Deep Multi-View Representation Learning
W Wang, R Arora, K Livescu, J Bilmes
ICML, 2015
11982015
Multi-view clustering via canonical correlation analysis
K Chaudhuri, SM Kakade, K Livescu, K Sridharan
Proceedings of the 26th annual international conference on machine learning …, 2009
9702009
Towards universal paraphrastic sentence embeddings
J Wieting, M Bansal, K Gimpel, K Livescu
ICLR, 2016
7502016
Self-supervised speech representation learning: A review
A Mohamed, H Lee, L Borgholt, JD Havtorn, J Edin, C Igel, K Kirchhoff, ...
IEEE Journal of Selected Topics in Signal Processing 16 (6), 1179-1210, 2022
4202022
Tailoring continuous word representations for dependency parsing
M Bansal, K Gimpel, K Livescu
Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014
3882014
Layer-wise analysis of a self-supervised speech representation model
A Pasad, JC Chou, K Livescu
2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2021
3292021
From paraphrase database to compositional paraphrase model and back
J Wieting, M Bansal, K Gimpel, K Livescu, D Roth
TACL, 2015
3282015
Charagram: Embedding words and sentences via character n-grams
J Wieting, M Bansal, K Gimpel, K Livescu
EMNLP, 2016
2562016
Speech production knowledge in automatic speech recognition
S King, J Frankel, K Livescu, E McDermott, K Richmond, M Wester
The Journal of the Acoustical Society of America 121 (2), 723-742, 2007
2552007
Pre-training on high-resource speech recognition improves low-resource speech-to-text translation
S Bansal, H Kamper, K Livescu, A Lopez, S Goldwater
arXiv preprint arXiv:1809.01431, 2018
2212018
A comparison of techniques for language model integration in encoder-decoder speech recognition
S Toshniwal, A Kannan, CC Chiu, Y Wu, TN Sainath, K Livescu
2018 IEEE spoken language technology workshop (SLT), 369-375, 2018
2042018
Deep convolutional acoustic word embeddings using word-pair side information
H Kamper, W Wang, K Livescu
2016 IEEE international conference on acoustics, speech and signal …, 2016
1972016
Stochastic Optimization for PCA and PLS
R Arora, A Cotter, K Livescu, N Srebro
50th Annual Allerton Conference on Communication, Control, and Computing, 2012
1902012
Deep variational canonical correlation analysis
W Wang, X Yan, H Lee, K Livescu
arXiv preprint arXiv:1610.03454, 2016
1842016
Unsupervised learning of acoustic features via deep canonical correlation analysis
W Wang, R Arora, K Livescu, JA Bilmes
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
1662015
Articulatory feature-based methods for acoustic and audio-visual speech recognition: Summary from the 2006 JHU summer workshop
K Livescu, O Cetin, M Hasegawa-Johnson, S King, C Bartels, N Borges, ...
2007 IEEE International Conference on Acoustics, Speech and Signal …, 2007
1612007
Deep multilingual correlation for improved word embeddings
A Lu, W Wang, M Bansal, K Gimpel, K Livescu
Proceedings of the 2015 conference of the North American chapter of the …, 2015
1602015
Fixed-dimensional acoustic embeddings of variable-length segments in low-resource settings
K Levin, K Henry, A Jansen, K Livescu
2013 IEEE workshop on automatic speech recognition and understanding, 410-415, 2013
1452013
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