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A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning

Jun 03, 2020
Sameer Khurana, Antoine Laurent, Wei-Ning Hsu, Jan Chorowski, Adrian Lancucki, Ricard Marxer, James Glass

* Submitted to Interspeech 2020 

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Robust Training of Vector Quantized Bottleneck Models

May 18, 2020
Adrian Łańcucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alumäe, Antoine Laurent

* Published at IJCNN 2020 

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Deep Learning Classification With Noisy Labels

Apr 23, 2020
Guillaume Sanchez, Vincente Guis, Ricard Marxer, Frédéric Bouchara

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DNN driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation

Jul 31, 2018
Mandar Gogate, Ahsan Adeel, Ricard Marxer, Jon Barker, Amir Hussain

* Accepted for Interspeech 2018, 5 pages, 4 figures 

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Unsupervised Incremental Learning and Prediction of Music Signals

Oct 23, 2015
Ricard Marxer, Hendrik Purwins

* 13 pages, 10 figures 

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