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The ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts



Alice Baird , Panagiotis Tzirakis , Gauthier Gidel , Marco Jiralerspong , Eilif B. Muller , Kory Mathewson , Björn Schuller , Erik Cambria , Dacher Keltner , Alan Cowen


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A Summary of the ComParE COVID-19 Challenges



Harry Coppock , Alican Akman , Christian Bergler , Maurice Gerczuk , Chloë Brown , Jagmohan Chauhan , Andreas Grammenos , Apinan Hasthanasombat , Dimitris Spathis , Tong Xia , Pietro Cicuta , Jing Han , Shahin Amiriparian , Alice Baird , Lukas Stappen , Sandra Ottl , Panagiotis Tzirakis , Anton Batliner , Cecilia Mascolo , Björn W. Schuller

* 18 pages, 13 figures 

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Facial Emotion Recognition using Deep Residual Networks in Real-World Environments



Panagiotis Tzirakis , Dénes Boros , Elnar Hajiyev , Björn W. Schuller


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Evaluating the COVID-19 Identification ResNet (CIdeR) on the INTERSPEECH COVID-19 from Audio Challenges



Alican Akman , Harry Coppock , Alexander Gaskell , Panagiotis Tzirakis , Lyn Jones , Björn W. Schuller

* 5 pages, 1 figure 

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Speech Emotion Recognition using Semantic Information



Panagiotis Tzirakis , Anh Nguyen , Stefanos Zafeiriou , Björn W. Schuller

* ICASSP 2021 

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The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates



Björn W. Schuller , Anton Batliner , Christian Bergler , Cecilia Mascolo , Jing Han , Iulia Lefter , Heysem Kaya , Shahin Amiriparian , Alice Baird , Lukas Stappen , Sandra Ottl , Maurice Gerczuk , Panagiotis Tzirakis , Chloë Brown , Jagmohan Chauhan , Andreas Grammenos , Apinan Hasthanasombat , Dimitris Spathis , Tong Xia , Pietro Cicuta , Leon J. M. Rothkrantz , Joeri Zwerts , Jelle Treep , Casper Kaandorp

* 5 pages 

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Multi-Channel Speech Enhancement using Graph Neural Networks



Panagiotis Tzirakis , Anurag Kumar , Jacob Donley

* Proc. ICASSP 2021 

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MuSe 2020 -- The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop



Lukas Stappen , Alice Baird , Georgios Rizos , Panagiotis Tzirakis , Xinchen Du , Felix Hafner , Lea Schumann , Adria Mallol-Ragolta , Björn W. Schuller , Iulia Lefter , Erik Cambria , Ioannis Kompatsiaris

* Baseline Paper MuSe 2020, MuSe Workshop Challenge, ACM Multimedia 

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Poisson CNN: Convolutional Neural Networks for the Solution of the Poisson Equation with Varying Meshes and Dirichlet Boundary Conditions



Ali Girayhan Özbay , Sylvain Laizet , Panagiotis Tzirakis , Georgios Rizos , Björn Schuller

* 36 pages, 23 figures 

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Synthesising 3D Facial Motion from "In-the-Wild" Speech



Panagiotis Tzirakis , Athanasios Papaioannou , Alexander Lattas , Michail Tarasiou , Björn Schuller , Stefanos Zafeiriou


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