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FLANAGAN SPEECH AND AUDIO PROCESSING AWARD 2020 IEEE FOURIER AWARD FOR SIGNAL PROCESSING 2019 IEEE Signal Processing Society Awards SPS Elevated Fellow Members ICASSP Best Paper Awards Barcelona Tourism Join our mailing list COVID-19 Announcement Authors Frequently Asked Questions Author Video Instructions Important Dates Call for Papers Paper Submission IEEE Xplore® Open Preview Conference Policies Best Student Paper Award Registration Conference Program Schedule Program at a Glance Technical Program Tutorials ShowTell Social Program On-demand Session lndex Plenary Speakers From compressed sensing to deep learning: tasks, structures, and models Deep Representation Learning Gauss-Fourier-Wiener-Kalman Ensembles for Adaptivity and Robustness Multiantenna Precoding in Wireless Communication Systems Conversational Systems and the Marriage of Speech and Language Tutorials T-1: Machine Learning and Wireless Communications T-2: Distributed and Efficient Deep Learning T-3: Graph Filters with Applications to Distributed Optimization and Neural Networks T-5: Quantum Signal ProcessingCommunications – a Glimpse beyond Moore’s Law T-6: Robust Data Science: Modern Tools for Detection, Clustering and Cluster Enumeration T-7: Signal Processing for MIMO Communications Beyond 5G T-8: Adversarial Robustness of Deep Learning Models: Attack, Defense and Verification T-9: Graph Neural Networks T-10: Biomedical Image Reconstruction—From Foundations to Deep Neural Networks T-11: Game theoretic learning and applications to spectrum collaboration T-12: Information Extraction in Joint Millimeter-Wave State Sensing and Communications: Fundamentals to Applications Special Sessions Workshops Mathworks Workshop Young Professionals Workshop Sony Workshop Amazon Workshop Huawei Workshop Eton Talks ShowTell SP Cup 5-MICC SPS President’s Town Hall and Awards Ceremony Student Job Fair and Luncheon Women in Signal Processing Author Best Practices and IEEE Author Tools Social/Cultural Meet-ups Industry Track Keynotes From Speech AI to Finance AI and Back 6G: From Connected Everything to Connected Intelligence Radar Role: From the Underground to Outer Space How Technical Standards Add Value: from Theory to Practice Speaker Sessions Signal Processing for IoT and DataNet Computational Sensing and Vision Technology in Industry Smart Sound and Voice Processing for the Digital Society Panels The B5G/6G Challenge – A Race of Enabling Technologies and Design Principles Signal Processing for Integrated Terrestrial, Airborne and Satellite Networks Signal Processing for Extended Reality Special Session Patrons ICASSP 2020 Patrons Vox Pop Videos Patron Information Search for: Welcome to ICASSP 2020! Virtual Barcelona, May 4-8 2020 Signal Processing: from Sensors to Information, at the Heart of Data Science Welcome to ICASSP 2020! Going full virtual, May 4-8 2020 Signal Processing: from Sensors to Information, at the Heart of Data Science Registration COVID-19 Announcement [16 March 2020] Welcome to ICASSP 2020! Going full virtual, May 4-8 2020 Signal Processing: from Sensors to Information, at the Heart of Data Science Registration COVID-19 Announcement [16 March 2020] Welcome to ICASSP 2020! Going full virtual, May 4-8 2020 Signal Processing: from Sensors to Information, at the Heart of Data Science Registration COVID-19 Announcement [16 March 2020] Welcome to ICASSP 2020! Going full virtual, May 4-8 2020 Signal Processing: from Sensors to Information, at the Heart of Data Science Registration COVID-19 Announcement [16 March 2020] Welcome to ICASSP 2020! Going full virtual, May 4-8 2020 Signal Processing: from Sensors to Information, at the Heart of Data Science Registration COVID-19 Announcement [16 March 2020] Welcome to ICASSP 2020! Going full virtual, May 4-8 2020 Signal Processing: from Sensors to Information, at the Heart of Data Science Registration COVID-19 Announcement [16 March 2020] Welcome to ICASSP 2020! Going full virtual, May 4-8 2020 Signal Processing: from Sensors to Information, at the Heart of Data Science Registration COVID-19 Announcement [16 March 2020] Welcome to ICASSP 2020! Going full virtual, May 4-8 2020 Signal Processing: from Sensors to Information, at the Heart of Data Science Registration COVID-19 Announcement [16 March 2020] Welcome to ICASSP 2020! Going full virtual, May 4-8 2020 Signal Processing: from Sensors to Information, at the Heart of Data Science Registration COVID-19 Announcement [16 March 2020] Welcome to ICASSP 2020! Going full virtual, May 4-8 2020 Signal Processing: from Sensors to Information, at the Heart of Data Science Registration COVID-19 Announcement [16 March 2020] Welcome to ICASSP 2020 45th International Conference on Acoustics, Speech, and Signal Processing On behalf of the IEEE Signal Processing Society, the organizing committee is delighted to invite you to the 45th International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020, to be held fully virtually, between May 4 and May 8, 2020! ICASSP is the world’s largest and most comprehensive technical conference focused on signal processing and its applications. The 2020 conference will feature world-class presentations by internationally renowned speakers, cutting-edge session topics and provide a fantastic opportunity to network with like-minded professionals from around the world. We are excited for the opportunity to innovate by creating an engaging virtual conference that will be rewarding for both presenters and attendees. Immediate guidance for authors, with full details will be announced soon. So far, please follow the instructions in the message on Covid-19 in this webpage. Reminder: IEEE Event PrivacyCode of Conduct When attending the live sessions, you may be prompted by Zoom to re-enter your name and email address. Please ensure you are inserting accurate information that matches your event registration or you could be breaching the IEEE code of conduct and will preventively be removed from the session. Additionally, all participants agree to the IEEE Event Code of Conduct . All participants have the right to pursue shared interests without harassment or discrimination in an environment that supports diversity and inclusion. Participants are expected to adhere to these principles and respect the rights of others. Click here to view the full IEEE Event TermsConditions . Registration Registration is closed! Plenary Speakers Yonina Eldar From compressed sensing to deep learning: tasks, structures, and models The famous Shannon-Nyquist theorem has become a landmark in the development of digital signal and image processing. However, in many modern applications, the signal bandwidths have increased tremendously, while the acquisition capabilities have not scaled sufficiently fast. Consequently, conversion to digital has become a serious bottleneck. In this talk, we present a framework for sampling and processing a large class of wideband analog signals at rates far below Nyquist in space, time and frequency, which allows to dramatically reduce the number of antennas, sampling rates and band occupancy. Yoshua Bengio Deep Representation Learning A crucial ingredient of deep learning is that of learning representations, more specifically with the objective to discover higher-level representations which capture and disentangle explanatory factors. This is a very ambitious goal and current state-of-the-art techniques still fall short, often capturing mostly superficial features of the data, which leaves them vulnerable to adversarial attacks and insufficient out-of-distribution robustness. This talk will review these original objectives, supervised and unsupervised approaches, and outline research ideas towards better representation learning. Georgios Giannakis Gauss-Fourier-Wiener-Kalman Ensembles...