Zhao Ren
Zhao Ren
Univeristy of Bremen
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Cited by
Cited by
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
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, ...
19th Annual Conference of the International Speech Communication …, 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
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
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
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
Attention-based Convolutional Neural Networks for Acoustic Scene Classification
Z Ren, Q Kong, K Qian, MD Plumbley, BW Schuller
DCASE Workshop, 39-43, 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
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
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
Deep sequential image features on acoustic scene classification
Z Ren, V Pandit, K Qian, Z Yang, Z Zhang, B Schuller
DCASE, 113-117, 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
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
Wavelets revisited for the classification of acoustic scenes
K Qian, Z Ren, V Pandit, Z Yang, Z Zhang, B Schuller
DCASE, 108-112, 2017
Deep attention-based neural networks for explainable heart sound classification
Z Ren, K Qian, F Dong, Z Dai, W Nejdl, Y Yamamoto, BW Schuller
Machine Learning with Applications 9, 100322, 2022
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
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
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
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
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
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