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
Sandra OttlUniversity 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
Zhao RenLeibniz Universität Hannover & University of AugsburgVerified email at l3s.de
Fabien RingevalAssociate Professor, Université Grenoble Alpes, LIG, FranceVerified email at imag.fr
Eva-Maria MessnerScientific staff, Ulm UniversityVerified email at uni-ulm.de
Florian B. PokornyMedical University of Graz, Austria & University of Augsburg, GermanyVerified email at medunigraz.at
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
Harald BaumeisterHead of the Department of Clinical Psychology and Psychotherapy, Ulm UniversityVerified email at uni-ulm.de
Adria Mallol-RagoltaResearch Assistant, Chair of Embedded Intelligence for Health Care and Wellbeing at University ofVerified email at informatik.uni-augsburg.de
Kun Qian 钱昆 (Prof. Dr.-Ing., SMIEEE)Professor, Beijing Institute of TechnologyVerified email at bit.edu.cn
Stefan SteidlComputer Science Department 5 (Pattern Recognition), Friedrich-Alexander University ErlangenVerified email at cs.fau.de
Katrin D. Bartl-PokornyUniversity of Augsburg, Germany and Medical University of Graz, AustriaVerified email at medunigraz.at
Heysem KayaAssistant Professor of Social and Affective Computing, Utrecht UniversityVerified email at uu.nl
Panagiotis TzirakisImperial College LondonVerified email at imperial.ac.uk

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, ...	192	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	108	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	107	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	105	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	101	2019
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, ...	95	2018
Sequence to sequence autoencoders for unsupervised representation learning from audio S Amiriparian, M Freitag, N Cummins, B Schuller Proc. DCASE, 17-21, 2017	84	2017
The interspeech 2020 computational paralinguistics challenge: Elderly emotion, breathing & masks BW Schuller, A Batliner, C Bergler, EM Messner, A Hamilton, ... Proceedings of the Annual Conference of the International Speech …, 2020	75	2020
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, ...	68	2019
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	37	2014
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 cough, COVID-19 speech, escalation & primates BW Schuller, A Batliner, C Bergler, C Mascolo, J Han, I Lefter, H Kaya, ... arXiv preprint arXiv:2102.13468, 2021	36	2021
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	32	2018
Automatic classification of autistic child vocalisations: A novel database and results A Baird, S Amiriparian, N Cummins, AM Alcorn, A Batliner, ...	32	2017
An'end-to-evolution'hybrid approach for snore sound classification M Freitag, S Amiriparian, N Cummins, M Gerczuk, B Schuller	30	2017
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	27	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	27	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	24	2018
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	22	2018
Is deception emotional? An emotion-driven predictive approach S Amiriparian, J Pohjalainen, E Marchi, S Pugachevskiy, B Schuller	22	2016
A fusion of deep convolutional generative adversarial networks and sequence to sequence autoencoders for acoustic scene classification S Arniriparian, M Freitag, N Cummins, M Gerczuk, S Pugachevskiy, ... 2018 26th European Signal Processing Conference (EUSIPCO), 977-981, 2018	14	2018

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