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Variable-rate hierarchical CPC leads to acoustic unit discovery in speech



Santiago Cuervo , Adrian Łańcucki , Ricard Marxer , Paweł Rychlikowski , Jan Chorowski

* Submitted to 36th Conference on Neural Information Processing Systems (NeurIPS 2022) 

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Homography-Based Loss Function for Camera Pose Regression



Clémentin Boittiaux , Ricard Marxer , Claire Dune , Aurélien Arnaubec , Vincent Hugel

* IEEE Robotics and Automation Letters 7 (3), pp.6242-6249 (2022) 

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Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and words



Santiago Cuervo , Maciej Grabias , Jan Chorowski , Grzegorz Ciesielski , Adrian Łańcucki , Paweł Rychlikowski , Ricard Marxer


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Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw



Jan Chorowski , Grzegorz Ciesielski , Jarosław Dzikowski , Adrian Łańcucki , Ricard Marxer , Mateusz Opala , Piotr Pusz , Paweł Rychlikowski , Michał Stypułkowski

* Published in Interspeech 2021 

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Aligned Contrastive Predictive Coding



Jan Chorowski , Grzegorz Ciesielski , Jarosław Dzikowski , Adrian Łańcucki , Ricard Marxer , Mateusz Opala , Piotr Pusz , Paweł Rychlikowski , Michał Stypułkowski


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A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning



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



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



Guillaume Sanchez , Vincente Guis , Ricard Marxer , Frédéric Bouchara


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



Mandar Gogate , Ahsan Adeel , Ricard Marxer , Jon Barker , Amir Hussain

* Accepted for Interspeech 2018, 5 pages, 4 figures 

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