Zhao Ren - Google Scholar

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	All	Since 2015
Citations	285	285
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120

201620172018201920202 17 67 116 83

Co-authors

Björn SchullerProfessor of AI, Imperial College London & University of Augsburg & CSO, audEERINGVerified email at imperial.ac.uk
Zixing ZhangHuawei Technologies Research & Development (UK) LtdVerified email at tum.de
Kun Qian 钱昆JSPS Postdoctoral Research Fellow, The University of Tokyo, Technical University of MunichVerified email at p.u-tokyo.ac.jp
Jing HanUniversity of CambridgeVerified email at cam.ac.uk
Vedhas PanditUniversity of AugsburgVerified email at informatik.uni-augsburg.de
Nicholas CumminsUniversität AugsburgVerified email at ieee.org
Alice BairdUniversity of AugsburgVerified email at informatik.uni-augsburg.de
Michael SchmittNorthwestern UniversityVerified email at northwestern.edu
Shahin AmiriparianTechnische Universität MünchenVerified email at tum.de
Fabien RingevalAssociate Professor, Université Grenoble Alpes, LIG, FranceVerified email at imag.fr
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
Panagiotis TzirakisImperial College LondonVerified email at imperial.ac.uk
Simone HantkeUniversity of Augsburg & Technische Universität MünchenVerified email at tum.de
Stefanos ZafeiriouReader (Associate Professor++), Imperial College LondonVerified email at imperial.ac.uk
Harald BaumeisterHead of the Department of Clinical Psychology and Psychotherapy, Ulm UniversityVerified email at uni-ulm.de
Peter B MarschikUniversity Medical Center Göttingen, Germany & Medical University of Graz, Austria & KINDVerified email at medunigraz.at
Stefan SteidlComputer Science Department 5 (Pattern Recognition), Friedrich-Alexander University ErlangenVerified email at cs.fau.de
Anton BatlinerUniversity of Augsburg / FAU ErlangenVerified email at cs.fau.de
Jun DengaudEERING, GermanyVerified email at tum.de

Zhao Ren

University of Augsburg

Verified email at informatik.uni-augsburg.de - Homepage

Deep Learning Computational Paralinguistics Speech Pathology Body Acoustic Acoustic Scene


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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	55	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	38	2018
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	26	2019
Deep sequential image features on acoustic scene classification Z Ren, V Pandit, K Qian, Z Yang, Z Zhang, B Schuller Proc. DCASE Workshop, Munich, Germany, 113-117, 2017	26	2017
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 Chinese Conference on Pattern Recognition, 652-666, 2016	23	2016
Attention-based Convolutional Neural Networks for Acoustic Scene Classification Z Ren, Q Kong, K Qian, MD Plumbley, BW Schuller DCASE Workshop, 39-43, 2018	22	2018
Wavelets revisited for the classification of acoustic scenes K Qian, Z Ren, V Pandit, Z Yang, Z Zhang, B Schuller Proc. DCASE Workshop, Munich, Germany, 108-112, 2017	21	2017
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	15	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	13	2018
Sincerity and Deception in Speech: Two Sides of the Same Coin? A Transfer-and Multi-Task Learning Perspective. Y Zhang, F Weninger, Z Ren, BW Schuller INTERSPEECH, 2041-2045, 2016	10	2016
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	9	2019
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	7	2019
Bags in bag: Generating context-aware bags for tracking emotions from speech J Han, Z Zhang, M Schmitt, Z Ren, F Ringeval, B Schuller	5	2018
Extending the FOV from Disparity and Color Consistencies in Multiview Light Fields Z Ren, Q Zhang, H Zhu, Q Wang Proc. ICIP, 1157--1161, 2017	4	2017
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	3	2019
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	3	2019
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	2	2020
Evaluation of the Pain Level from Speech: Introducing a Novel Pain Database and Benchmarks Z Ren, N Cummins, J Han, S Schnieder, J Krajewski, B Schuller Proc. ITG, 56-60, 2018	2	2018
The Combined Augsburg/Passau/TUM/ICL System for DCASE 2017 S Amiriparian, N Cummins, M Freitag, K Qian, Z Ren, V Pandit, B Schuller DCASE Workshop, Munich, Germany, 2017	1	2017
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		2020

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