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Zhao Ren
Zhao Ren
Leibniz Universität Hannover & University of Augsburg
在 l3s.de 的电子邮件经过验证 - 首页
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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
1302019
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, ...
1162018
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
982018
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
832020
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
682019
Attention-based Convolutional Neural Networks for Acoustic Scene Classification
Z Ren, Q Kong, K Qian, MD Plumbley, BW Schuller
DCASE Workshop, 39-43, 2018
532018
Deep sequential image features on acoustic scene classification
Z Ren, V Pandit, K Qian, Z Yang, Z Zhang, B Schuller
DCASE, 113-117, 2017
482017
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
462018
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
432019
Wavelets revisited for the classification of acoustic scenes
K Qian, Z Ren, V Pandit, Z Yang, Z Zhang, B Schuller
DCASE, 108-112, 2017
362017
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
302016
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
282020
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
242019
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
222018
AVEC 2019 workshop and challenge: State-of-mind, 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 Workshop on Audio/Visual Emotion …, 2019
212019
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
172020
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
172019
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
172019
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
152020
Multi-instance learning for bipolar disorder diagnosis using weakly labelled speech data
Z Ren, J Han, N Cummins, Q Kong, MD Plumbley, BW Schuller
Proceedings of the 9th International Conference on Digital Public Health, 79-83, 2019
152019
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