Shahin Amiriparian

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Björn SchullerProfessor of AI, Imperial College London & University of Augsburg & CSO, audEERINGVerified email at imperial.ac.uk
Maurice GerczukUniversität Passau, Universität AugsburgVerified email at fim.uni-passau.de
Alice BairdUniversity of AugsburgVerified email at informatik.uni-augsburg.de
Anton BatlinerUniversity of Augsburg / FAU ErlangenVerified email at cs.fau.de
Michael FreitagTechnische Universität MünchenVerified email at in.tum.de
Fabien RingevalAssociate Professor, Université Grenoble Alpes, LIG, FranceVerified email at imag.fr
Zhao RenUniversity of AugsburgVerified email at informatik.uni-augsburg.de
Eva-Maria MessnerScientific staff, Ulm UniversityVerified email at uni-ulm.de
Michel ValstarProfessor in Automatic Human Behaviour Understanding, University of NottinghamVerified email at nottingham.ac.uk
Maja PanticProfessor, Imperial College London / AI Scientific Research Lead, Facebook LondonVerified email at imperial.ac.uk
Roddy CowiePsychology, Queen's UniversityVerified email at qub.ac.uk
Florian B. PokornyUniversity of Augsburg, Germany & Medical University of Graz, AustriaVerified email at medunigraz.at
Harald BaumeisterHead of the Department of Clinical Psychology and Psychotherapy, Ulm UniversityVerified email at uni-ulm.de
Kun Qian 钱昆 (Dr.-Ing., SMIEEE)JSPS Postdoctoral Research Fellow, The University of Tokyo, Technische Universität MünchenVerified email at p.u-tokyo.ac.jp
Stefan SteidlComputer Science Department 5 (Pattern Recognition), Friedrich-Alexander University ErlangenVerified email at cs.fau.de
Adria Mallol-RagoltaResearch Assistant, Chair of Embedded Intelligence for Health Care and Wellbeing at University ofVerified email at informatik.uni-augsburg.de
Panagiotis TzirakisImperial College LondonVerified email at imperial.ac.uk
Heysem KayaAssistant Professor of Social and Affective Computing, Utrecht UniversityVerified email at uu.nl
Katrin D. Bartl-PokornyUniversity of Augsburg, Germany and Medical University of Graz, AustriaVerified email at medunigraz.at
Jarek KrajewskiRhenish Univ. of Applied Sciences Cologne & Univ. WuppertalVerified email at uni-wuppertal.de

Shahin Amiriparian

Technische Universität München, Universität Augsburg

Verified email at tum.de - Homepage

Deep Learning Affective Computing Audio Processing mHealth


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Snore sound classification using image-based deep spectrum features S Amiriparian, M Gerczuk, S Ottl, N Cummins, M Freitag, S Pugachevskiy, ...	157	2017
The INTERSPEECH 2018 computational paralinguistics challenge: atypical and self-assessed affect, crying and heart beats B Schuller, S Steidl, A Batliner, PB Marschik, H Baumeister, F Dong, ...	86	2018
An image-based deep spectrum feature representation for the recognition of emotional speech N Cummins, S Amiriparian, G Hagerer, A Batliner, S Steidl, BW Schuller Proceedings of the 25th ACM international conference on Multimedia, 478-484, 2017	85	2017
audeep: Unsupervised learning of representations from audio with deep recurrent neural networks M Freitag, S Amiriparian, S Pugachevskiy, N Cummins, B Schuller The Journal of Machine Learning Research 18 (1), 6340-6344, 2017	83	2017
AVEC 2018 workshop and challenge: Bipolar disorder and cross-cultural affect recognition F Ringeval, B Schuller, M Valstar, R Cowie, H Kaya, M Schmitt, ... Proceedings of the 2018 on audio/visual emotion challenge and workshop, 3-13, 2018	82	2018
Sequence to sequence autoencoders for unsupervised representation learning from audio S Amiriparian, M Freitag, N Cummins, B Schuller Universität Augsburg, 2017	73	2017
AVEC 2019 workshop and challenge: state-of-mind, detecting depression with AI, and cross-cultural affect recognition F Ringeval, B Schuller, M Valstar, N Cummins, R Cowie, L Tavabi, ... Proceedings of the 9th International on Audio/Visual Emotion Challenge and …, 2019	61	2019
The interspeech 2019 computational paralinguistics challenge: Styrian dialects, continuous sleepiness, baby sounds & orca activity B Schuller, A Batliner, C Bergler, FB Pokorny, J Krajewski, M Cychosz, ...	52	2019
The interspeech 2020 computational paralinguistics challenge: Elderly emotion, breathing & masks BW Schuller, A Batliner, C Bergler, EM Messner, A Hamilton, ... Proceedings INTERSPEECH. Shanghai, China: ISCA, 2020	49	2020
Automatic classification of autistic child vocalisations: A novel database and results A Baird, S Amiriparian, N Cummins, AM Alcorn, A Batliner, ...	32	2017
Emotion recognition in the wild: Incorporating voice and lip activity in multimodal decision-level fusion F Ringeval, S Amiriparian, F Eyben, K Scherer, B Schuller Proceedings of the 16th International Conference on Multimodal Interaction …, 2014	31	2014
MULTIMODAL BAG-OF-WORDS FOR CROSS DOMAINS SENTIMENT ANALYSIS N Cummins, S Amiriparian, S Ottl, M Gerczuk, M Schmitt, B Schuller 43rd IEEE Interna- tional Conference on Acoustics, Speech, and Signal …, 2018	28	2018
An'end-to-evolution'hybrid approach for snore sound classification M Freitag, S Amiriparian, N Cummins, M Gerczuk, B Schuller	28	2017
Bag-of-deep-features: Noise-robust deep feature representations for audio analysis S Amiriparian, M Gerczuk, S Ottl, N Cummins, S Pugachevskiy, B Schuller 2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018	22	2018
Sentiment analysis using image-based deep spectrum features S Amiriparian, N Cummins, S Ottl, M Gerczuk, B Schuller 2017 Seventh International Conference on Affective Computing and Intelligent …, 2017	22	2017
CAST a database: Rapid targeted large-scale big data acquisition via small-world modelling of social media platforms S Amiriparian, S Pugachevskiy, N Cummins, S Hantke, J Pohjalainen, ... 2017 Seventh International Conference on Affective Computing and Intelligent …, 2017	22	2017
Is deception emotional? An emotion-driven predictive approach S Amiriparian, J Pohjalainen, E Marchi, S Pugachevskiy, B Schuller	18	2016
Deep unsupervised representation learning for abnormal heart sound classification S Amiriparian, M Schmitt, N Cummins, K Qian, F Dong, B Schuller 2018 40th Annual International Conference of the IEEE Engineering in …, 2018	17	2018
“are you playing a shooter again?!” deep representation learning for audio-based video game genre recognition S Amiriparian, N Cummins, M Gerczuk, S Pugachevskiy, S Ottl, B Schuller IEEE Transactions on Games 12 (2), 145-154, 2019	13	2019
“You sound ill, take the day off”: Automatic recognition of speech affected by upper respiratory tract infection N Cummins, M Schmitt, S Amiriparian, J Krajewski, B Schuller 2017 39th Annual International Conference of the IEEE Engineering in …, 2017	13	2017

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