Shahin Amiriparian

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	All	Since 2015
Citations	826	826
h-index	16	16
i10-index	19	19

340

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255

2015201620172018201920203 14 37 164 279 327

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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
Michael FreitagTechnische Universität MünchenVerified email at in.tum.de
Anton BatlinerUniversity of Augsburg / FAU ErlangenVerified email at cs.fau.de
Fabien RingevalAssociate Professor, Université Grenoble Alpes, LIG, FranceVerified email at imag.fr
Zhao RenUniversity of AugsburgVerified email at informatik.uni-augsburg.de
Harald BaumeisterHead of the Department of Clinical Psychology and Psychotherapy, Ulm UniversityVerified email at uni-ulm.de
Kun Qian 钱昆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
Eva-Maria MessnerScientific staff, Ulm UniversityVerified email at uni-ulm.de
Florian B. PokornyUniversity of Augsburg, Germany & Medical University of Graz, AustriaVerified 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
Jarek KrajewskiRhenish Univ. of Applied Sciences Cologne & Univ. WuppertalVerified email at uni-wuppertal.de
Adria Mallol-RagoltaResearch Assistant, Chair of Embedded Intelligence for Health Care and Wellbeing at University ofVerified email at informatik.uni-augsburg.de
Jouni PohjalainenAalto University | JabraVerified email at aalto.fi
Dr. Alyssa M. AlcornPostdoctoral Fellow, Salvesen Mindroom Research Centre (SMRC) University of EdinburghVerified email at ed.ac.uk
Georgios RizosDoctoral Candidate, Imperial 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, ... INTERSPEECH 434, 3512-3516, 2017	124	2017
The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats. BW Schuller, S Steidl, A Batliner, PB Marschik, H Baumeister, F Dong, ... Interspeech, 122-126, 2018	67	2018
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	67	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	66	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	66	2017
Sequence to sequence autoencoders for unsupervised representation learning from audio S Amiriparian, M Freitag, N Cummins, B Schuller Proc. of the DCASE 2017 Workshop, 2017	57	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	38	2019
The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity. BW Schuller, A Batliner, C Bergler, FB Pokorny, J Krajewski, M Cychosz, ... Interspeech, 2378-2382, 2019	38	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	31	2020
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
Automatic classification of autistic child vocalisations: A novel database and results A Baird, S Amiriparian, N Cummins, AM Alcorn, A Batliner, ... International Speech Communication Association 2017, 849-853, 2017	30	2017
An'End-to-Evolution'Hybrid Approach for Snore Sound Classification. M Freitag, S Amiriparian, N Cummins, M Gerczuk, BW Schuller INTERSPEECH, 3507-3511, 2017	24	2017
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	21	2018
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	20	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	17	2017
Is Deception Emotional? An Emotion-Driven Predictive Approach. S Amiriparian, J Pohjalainen, E Marchi, S Pugachevskiy, BW Schuller INTERSPEECH, 2011-2015, 2016	17	2016
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	16	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	12	2018
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	11	2018
Feature selection in multimodal continuous emotion prediction S Amiriparian, M Freitag, N Cummins, B Schuller 2017 Seventh International Conference on Affective Computing and Intelligent …, 2017	8	2017

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