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Data Summarization via Bilevel Optimization


Sep 26, 2021
Zalán Borsos, Mojmír Mutný, Marco Tagliasacchi, Andreas Krause


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SoundStream: An End-to-End Neural Audio Codec


Jul 07, 2021
Neil Zeghidour, Alejandro Luebs, Ahmed Omran, Jan Skoglund, Marco Tagliasacchi


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Self-Supervised Learning from Automatically Separated Sound Scenes


May 05, 2021
Eduardo Fonseca, Aren Jansen, Daniel P. W. Ellis, Scott Wisdom, Marco Tagliasacchi, John R. Hershey, Manoj Plakal, Shawn Hershey, R. Channing Moore, Xavier Serra


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LEAF: A Learnable Frontend for Audio Classification


Jan 21, 2021
Neil Zeghidour, Olivier Teboul, FĂ©lix de Chaumont Quitry, Marco Tagliasacchi

* Accepted at ICLR 2021 

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MicAugment: One-shot Microphone Style Transfer


Oct 19, 2020
Zalán Borsos, Yunpeng Li, Beat Gfeller, Marco Tagliasacchi


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Semi-supervised Batch Active Learning via Bilevel Optimization


Oct 19, 2020
Zalán Borsos, Marco Tagliasacchi, Andreas Krause


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SEANet: A Multi-modal Speech Enhancement Network


Oct 01, 2020
Marco Tagliasacchi, Yunpeng Li, Karolis Misiunas, Dominik Roblek

* Accepted to INTERSPEECH 2020 

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Learning to Denoise Historical Music


Aug 05, 2020
Yunpeng Li, Beat Gfeller, Marco Tagliasacchi, Dominik Roblek

* ISMIR 2020 

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Towards Learning a Universal Non-Semantic Representation of Speech


Mar 02, 2020
Joel Shor, Aren Jansen, Ronnie Maor, Oran Lang, Omry Tuval, Felix de Chaumont Quitry, Marco Tagliasacchi, Ira Shavitt, Dotan Emanuel, Yinnon Haviv


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Learning audio representations via phase prediction


Oct 25, 2019
FĂ©lix de Chaumont Quitry, Marco Tagliasacchi, Dominik Roblek

* Submitted to ICASSP 2020 

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SPICE: Self-supervised Pitch Estimation


Oct 25, 2019
Beat Gfeller, Christian Frank, Dominik Roblek, Matt Sharifi, Marco Tagliasacchi, Mihajlo Velimirović

* Currently under review at IEEE Transactions on Audio, Speech and Language Processing 

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From Here to There: Video Inbetweening Using Direct 3D Convolutions


Jun 04, 2019
Yunpeng Li, Dominik Roblek, Marco Tagliasacchi


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Self-supervised audio representation learning for mobile devices


May 24, 2019
Marco Tagliasacchi, Beat Gfeller, FĂ©lix de Chaumont Quitry, Dominik Roblek


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Deep convolutional neural networks for pedestrian detection


Mar 07, 2016
Denis Tomè, Federico Monti, Luca Baroffio, Luca Bondi, Marco Tagliasacchi, Stefano Tubaro

* submitted to Elsevier Signal Processing: Image Communication special Issue on Deep Learning 

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Estimating snow cover from publicly available images


Aug 05, 2015
Roman Fedorov, Alessandro Camerada, Piero Fraternali, Marco Tagliasacchi

* submitted to IEEE Transactions on Multimedia 

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SnowWatch: Snow Monitoring through Acquisition and Analysis of User-Generated Content


Jul 31, 2015
Roman Fedorov, Piero Fraternali, Chiara Pasini, Marco Tagliasacchi

* IEEE International Conference on Multimedia and Expo, ICME 2015. Accepted and presented technical demo proposal 

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Fast keypoint detection in video sequences


Mar 24, 2015
Luca Baroffio, Matteo Cesana, Alessandro Redondi, Marco Tagliasacchi

* submitted to IEEE International Conference on Image Processing 2015 

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Hybrid coding of visual content and local image features


Feb 27, 2015
Luca Baroffio, Matteo Cesana, Alessandro Redondi, Marco Tagliasacchi, Stefano Tubaro

* submitted to IEEE International Conference on Image Processing 

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Coding local and global binary visual features extracted from video sequences


Feb 26, 2015
Luca Baroffio, Antonio Canclini, Matteo Cesana, Alessandro Redondi, Marco Tagliasacchi, Stefano Tubaro

* submitted to IEEE Transactions on Image Processing 

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