Zhao Ren

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Citations	1304	1279
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i10-index	30	29

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Björn SchullerProfessor of AI, Imperial College London & University of Augsburg & CSO, audEERINGVerified email at imperial.ac.uk
Kun Qian 钱昆 (Prof. Dr.-Ing., SMIEEE)Professor, Beijing Institute of TechnologyVerified email at bit.edu.cn
Zixing ZhangProfessor, Hunan UniversityVerified email at hnu.edu.cn
Jing HanUniversity of CambridgeVerified email at cam.ac.uk
Nicholas CumminsKing's College LondonVerified email at kcl.ac.uk
Vedhas PanditUniversity of AugsburgVerified email at informatik.uni-augsburg.de
Shahin AmiriparianTechnische Universität München, Universität AugsburgVerified email at tum.de
Alice BairdHume AIVerified email at hume.ai
Yoshiharu YamamotoUniversity of TokyoVerified email at p.u-tokyo.ac.jp
Ziping ZhaoTianjin Normal UniversityVerified email at tjnu.edu.cn
Fabien RingevalAssociate Professor, Université Grenoble Alpes, LIG, FranceVerified email at imag.fr
Adria Mallol-RagoltaResearch Assistant, Chair of EIHW at University of AugsburgVerified email at informatik.uni-augsburg.de
Qiuqiang KongPhD student, CVSSP, University of SurreyVerified email at surrey.ac.uk
Mark D. PlumbleyCentre for Vision, Speech and Signal Processing (CVSSP), University of SurreyVerified email at surrey.ac.uk
Katrin D. Bartl-PokornyUniversity of Augsburg, Germany and Medical University of Graz, AustriaVerified email at medunigraz.at
Florian B. PokornyMedical University of Graz, Austria & University of Augsburg, GermanyVerified email at medunigraz.at
Meishu SongUniversity of Tokyo, Universität Augsburg.Verified email at informatik.uni-augsburg.de
Eva-Maria MessnerScientific staff, Ulm UniversityVerified email at uni-ulm.de
Maja PanticProfessor, Imperial College London / AI Scientific Research Lead, Facebook LondonVerified email at imperial.ac.uk
Simone HantkeUniversity of Augsburg & Technische Universität MünchenVerified email at tum.de

Zhao Ren

L3S Research Center, Leibniz Universität Hannover & University of Augsburg

Verified email at l3s.de - Homepage

Deep Learning Computational Paralinguistics Computer Audition Healthcare


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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	193	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, ...	131	2018
Deep Scalogram Representations for Acoustic Scene Classification Z Ren, K Qian, Z Zhang, V Pandit, A Baird, B Schuller IEEE/CAA Journal of Automatica Sinica 5 (3), 662-669, 2018	109	2018
An early study on intelligent analysis of speech under COVID-19: Severity, sleep quality, fatigue, and anxiety J Han, K Qian, M Song, Z Yang, Z Ren, S Liu, J Liu, H Zheng, W Ji, ... arXiv preprint arXiv:2005.00096, 2020	100	2020
Exploring Deep Spectrum Representations via Attention-based Recurrent and Convolutional Neural Networks for Speech Emotion Recognition Z Zhao, Z Bao, Y Zhao, Z Zhang, N Cummins, Z Ren, B Schuller IEEE Access, 2019	75	2019
Attention-based Convolutional Neural Networks for Acoustic Scene Classification Z Ren, Q Kong, K Qian, MD Plumbley, BW Schuller DCASE Workshop, 39-43, 2018	67	2018
Learning image-based representations for heart sound classification Z Ren, N Cummins, V Pandit, J Han, K Qian, B Schuller Proceedings of the 2018 international conference on digital health, 143-147, 2018	54	2018
Attention-based Atrous Convolutional Neural Networks: Visualisation and Understanding Perspectives of Acoustic Scenes Z Ren, Q Kong, J Han, M Plumbley, BW Schuller 2019 Proceedings IEEE International Conference on Acoustics, Speech and …, 2019	51	2019
Deep sequential image features on acoustic scene classification Z Ren, V Pandit, K Qian, Z Yang, Z Zhang, B Schuller DCASE, 113-117, 2017	51	2017
Wavelets revisited for the classification of acoustic scenes K Qian, Z Ren, V Pandit, Z Yang, Z Zhang, B Schuller DCASE, 108-112, 2017	40	2017
A comparison of acoustic and linguistics methodologies for Alzheimer’s dementia recognition N Cummins, Y Pan, Z Ren, J Fritsch, VS Nallanthighal, H Christensen, ... Interspeech 2020, 2182-2186, 2020	37	2020
EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings J Han, Z Zhang, Z Ren, B Schuller IEEE Transactions on Affective Computing, 2019	31	2019
The University of Passau open emotion recognition system for the multimodal emotion challenge J Deng, N Cummins, J Han, X Xu, Z Ren, V Pandit, Z Zhang, B Schuller Pattern Recognition: 7th Chinese Conference, CCPR 2016, Chengdu, China …, 2016	31	2016
Machine Listening for Heart Status Monitoring: Introducing and Benchmarking HSS–the Heart Sounds Shenzhen Corpus F Dong, K Qian, Z Ren, A Baird, X Li, Z Dai, B Dong, F Metze, ... IEEE Journal of Biomedical and Health Informatics, 1--13, 2019	25	2019
CAA-Net: Conditional atrous CNNs with attention for explainable device-robust acoustic scene classification Z Ren, Q Kong, J Han, MD Plumbley, BW Schuller IEEE Transactions on Multimedia 23, 4131-4142, 2020	23	2020
Towards conditional adversarial training for predicting emotions from speech J Han, Z Zhang, Z Ren, F Ringeval, B Schuller 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018	23	2018
Generating and Protecting Against Adversarial Attacks for Deep Speech-based Emotion Recognition Models Z Ren, A Baird, J Han, Z Zhang, B Schuller Proc. ICASSP, 2020	22	2020
Implicit fusion by joint audiovisual training for emotion recognition in mono modality J Han, Z Zhang, Z Ren, B Schuller ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019	20	2019
Computer Audition for Fighting the SARS-CoV-2 Corona Crisis -- Introducing the Multi-task Speech Corpus for COVID-19 K Qian, M Schmitt, H Zheng, T Koike, J Han, J Liu, W Ji, J Duan, M Song, ... IEEE Internet of Things Journal, 2021	17	2021
Bags in bag: Generating context-aware bags for tracking emotions from speech J Han, Z Zhang, M Schmitt, Z Ren, F Ringeval, B Schuller Interspeech 2018, 3082-3086, 2018	16	2018

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