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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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