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
Sandra OttlUniversity of AugsburgVerified email at informatik.uni-augsburg.de
Alice BairdUniversity of Augburg, Hume AIVerified email at hume.ai
Anton BatlinerUniversity of Augsburg / FAU ErlangenVerified email at cs.fau.de
Panagiotis TzirakisImperial College LondonVerified email at imperial.ac.uk
Eva-Maria MessnerScientific staff, Ulm UniversityVerified email at uni-ulm.de
Adria Mallol-RagoltaResearch Assistant, Chair of EIHW at University of AugsburgVerified email at informatik.uni-augsburg.de
Zhao RenUniveristy of BremenVerified email at uni-bremen.de
Fabien RingevalAssociate Professor, Université Grenoble Alpes, LIG, FranceVerified email at imag.fr
Michel ValstarProfessor in Automatic Human Behaviour Understanding, University of NottinghamVerified email at nottingham.ac.uk
Florian B. PokornyMedical University of Graz, Austria & University of Augsburg, GermanyVerified email at medunigraz.at
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
Lukas ChristPhD Student, University of AugsburgVerified email at informatik.uni-augsburg.de
Alexander KathanUniversität AugsburgVerified email at informatik.uni-augsburg.de
Harald BaumeisterHead of the Department of Clinical Psychology and Psychotherapy, Ulm UniversityVerified email at uni-ulm.de
Heysem KayaAssistant Professor of Social and Affective Computing, Utrecht UniversityVerified email at uu.nl
Vincent KarasPhD student, University of AugsburgVerified email at tum.de
Siyang SongLecturer, University of Leicester, Affiliated Reseacher, University of CambridgeVerified email at cam.ac.uk

Shahin Amiriparian

Technische Universität München, Universität Augsburg

Verified email at tum.de - Homepage

Deep Learning Signal Processing Affective Computing Digital Health


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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, ...	257	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	211	2019
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	159	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	157	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	154	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, ...	138	2018
The interspeech 2020 computational paralinguistics challenge: Elderly emotion, breathing & masks BW Schuller, A Batliner, C Bergler, EM Messner, A Hamilton, ...	120	2020
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	107	2021
Sequence to sequence autoencoders for unsupervised representation learning from audio S Amiriparian, M Freitag, N Cummins, B Schuller DCASE, 17-21, 2017	107	2017
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, ...	93	2019
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	48	2018
The voice of COVID-19: Acoustic correlates of infection in sustained vowels KD Bartl-Pokorny, FB Pokorny, A Batliner, S Amiriparian, A Semertzidou, ... The Journal of the Acoustical Society of America 149 (6), 4377-4383, 2021	41	2021
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	41	2014
Automatic classification of autistic child vocalisations: A novel database and results A Baird, S Amiriparian, N Cummins, AM Alcorn, A Batliner, ...	39	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	38	2017
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	36	2018
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	36	2018
Emonet: A transfer learning framework for multi-corpus speech emotion recognition M Gerczuk, S Amiriparian, S Ottl, BW Schuller IEEE Transactions on Affective Computing, 2021	34	2021
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	31	2017
An'end-to-evolution'hybrid approach for snore sound classification M Freitag, S Amiriparian, N Cummins, M Gerczuk, B Schuller	31	2017

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