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2020 – today
- 2023
[i15]Zhao Ren, Yi Chang, Thanh Tam Nguyen, Yang Tan, Kun Qian, Björn W. Schuller:
A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era. CoRR abs/2301.09362 (2023)- 2022
- [b1]Zhao Ren:
Deep learning techniques for computer audition. University of Augsburg, Germany, 2022 - [j13]Hongjie Ke, Zhao Ren, Jianfei Qi, Shuo Chen, George C. Tseng
, Zhenyao Ye, Tianzhou Ma:
High-dimension to high-dimension screening for detecting genome-wide epigenetic and noncoding RNA regulators of gene expression. Bioinform. 38(17): 4078-4087 (2022) - [c31]Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl:
Prototype Learning for Interpretable Respiratory Sound Analysis. ICASSP 2022: 9087-9091 - [c30]Tianhao Yan, Hao Meng, Shuo Liu, Emilia Parada-Cabaleiro, Zhao Ren, Björn W. Schuller:
Convoluational Transformer With Adaptive Position Embedding For Covid-19 Detection From Cough Sounds. ICASSP 2022: 9092-9096 - [c29]Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Björn W. Schuller:
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis. INTERSPEECH 2022: 4003-4007 - [c28]Nguyen Duc Khang Quach, Zhao Ren, Khiem Vinh Tran, Viet Hung Vu, Yong-Sik Chun, Thanh Tam Nguyen, Jun Jo:
Short-Term Traffic Speed Prediction Using Hybrid LSTM-SVR Model. RiTA 2022: 438-450 - [i14]Yi Chang, Sofiane Laridi, Zhao Ren, Gregory Palmer, Björn W. Schuller, Marco Fisichella:
Robust Federated Learning Against Adversarial Attacks for Speech Emotion Recognition. CoRR abs/2203.04696 (2022) - [i13]Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Björn W. Schuller:
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis. CoRR abs/2203.16141 (2022) - [i12]Zhao Ren, Thanh Tam Nguyen, Yi Chang, Björn W. Schuller:
Fast Yet Effective Speech Emotion Recognition with Self-distillation. CoRR abs/2210.14636 (2022) - [i11]Yi Chang, Zhao Ren, Thanh Tam Nguyen, Kun Qian, Björn W. Schuller:
Knowledge Transfer For On-Device Speech Emotion Recognition with Neural Structured Learning. CoRR abs/2210.14977 (2022) - [i10]Peter Wißbrock, Yvonne Richter, David Pelkmann, Zhao Ren, Gregory Palmer:
Cutting Through the Noise: An Empirical Comparison of Psychoacoustic and Envelope-based Features for Machinery Fault Detection. CoRR abs/2211.01704 (2022) - [i9]Leonie Basso, Zhao Ren, Wolfgang Nejdl:
Towards Efficient ECG-based Atrial Fibrillation Detection via Parameterised Hypercomplex Neural Networks. CoRR abs/2211.02678 (2022) - 2021
- [j12]Jing Han, Zixing Zhang, Zhao Ren, Björn W. Schuller:
Exploring Perception Uncertainty for Emotion Recognition in Dyadic Conversation and Music Listening. Cogn. Comput. 13(2): 231-240 (2021) - [j11]Benjamin Sertolli, Zhao Ren, Björn W. Schuller, Nicholas Cummins:
Representation transfer learning from deep end-to-end speech recognition networks for the classification of health states from speech. Comput. Speech Lang. 68: 101204 (2021) - [j10]Yi Chang, Xin Jing, Zhao Ren, Björn W. Schuller:
CovNet: A Transfer Learning Framework for Automatic COVID-19 Detection From Crowd-Sourced Cough Sounds. Frontiers Digit. Health 3: 799067 (2021) - [j9]Kun Qian, Maximilian Schmitt, Huaiyuan Zheng, Tomoya Koike, Jing Han, Juan Liu, Wei Ji, Junjun Duan, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller:
Computer Audition for Fighting the SARS-CoV-2 Corona Crisis - Introducing the Multitask Speech Corpus for COVID-19. IEEE Internet Things J. 8(21): 16035-16046 (2021) - [j8]Jing Han, Zixing Zhang, Zhao Ren, Björn W. Schuller:
EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings. IEEE Trans. Affect. Comput. 12(3): 553-564 (2021) - [j7]Zhao Ren, Qiuqiang Kong, Jing Han, Mark D. Plumbley, Björn W. Schuller:
CAA-Net: Conditional Atrous CNNs With Attention for Explainable Device-Robust Acoustic Scene Classification. IEEE Trans. Multim. 23: 4131-4142 (2021) - [j6]Meishu Song, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Zijiang Yang, Shuo Liu, Zhao Ren, Ziping Zhao, Björn W. Schuller:
Frustration recognition from speech during game interaction using wide residual networks. Virtual Real. Intell. Hardw. 3(1): 76-86 (2021) - [c27]Yi Chang, Zhao Ren, Björn W. Schuller:
Transformer-based CNNs: Mining Temporal Context Information for Multi-sound COVID-19 Diagnosis. EMBC 2021: 2335-2338 - [c26]Fabio Hellmann, Zhao Ren, Elisabeth André, Björn W. Schuller:
Deformable Dilated Faster R-CNN for Universal Lesion Detection in CT Images. EMBC 2021: 2896-2902 - [c25]Pascal Hecker, Florian B. Pokorny, Katrin D. Bartl-Pokorny, Uwe Reichel, Zhao Ren, Simone Hantke, Florian Eyben, Dagmar M. Schuller, Bert Arnrich, Björn W. Schuller:
Speaking Corona? Human and Machine Recognition of COVID-19 from Voice. Interspeech 2021: 1029-1033 - [i8]Zhao Ren, Kun Qian, Fengquan Dong, Zhenyu Dai, Yoshiharu Yamamoto, Björn W. Schuller:
Deep Attention-based Representation Learning for Heart Sound Classification. CoRR abs/2101.04979 (2021) - [i7]Zhao Ren, Yi Chang, Björn W. Schuller:
The EIHW-GLAM Deep Attentive Multi-model Fusion System for Cough-based COVID-19 Recognition in the DiCOVA 2021 Challenge. CoRR abs/2108.03041 (2021) - [i6]Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl:
Prototype Learning for Interpretable Respiratory Sound Analysis. CoRR abs/2110.03536 (2021) - 2020
- [j5]Fengquan Dong, Kun Qian, Zhao Ren, Alice Baird, Xinjian Li, Zhenyu Dai, Bo Dong, Florian Metze, Yoshiharu Yamamoto, Björn W. Schuller:
Machine Listening for Heart Status Monitoring: Introducing and Benchmarking HSS - The Heart Sounds Shenzhen Corpus. IEEE J. Biomed. Health Informatics 24(7): 2082-2092 (2020) - [c24]Zhao Ren, Alice Baird, Jing Han, Zixing Zhang, Björn W. Schuller:
Generating and Protecting Against Adversarial Attacks for Deep Speech-Based Emotion Recognition Models. ICASSP 2020: 7184-7188 - [c23]Zhao Ren, Jing Han, Nicholas Cummins, Björn W. Schuller:
Enhancing Transferability of Black-Box Adversarial Attacks via Lifelong Learning for Speech Emotion Recognition Models. INTERSPEECH 2020: 496-500 - [c22]Nicholas Cummins, Yilin Pan, Zhao Ren, Julian Fritsch, Venkata Srikanth Nallanthighal, Heidi Christensen, Daniel Blackburn, Björn W. Schuller, Mathew Magimai-Doss, Helmer Strik, Aki Härmä:
A Comparison of Acoustic and Linguistics Methodologies for Alzheimer's Dementia Recognition. INTERSPEECH 2020: 2182-2186 - [c21]Shuo Liu, Andreas Triantafyllopoulos, Zhao Ren, Björn W. Schuller:
Towards Speech Robustness for Acoustic Scene Classification. INTERSPEECH 2020: 3087-3091 - [c20]Merlin Albes, Zhao Ren, Björn W. Schuller, Nicholas Cummins:
Squeeze for Sneeze: Compact Neural Networks for Cold and Flu Recognition. INTERSPEECH 2020: 4546-4550 - [c19]Jing Han, Kun Qian, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Juan Liu, Huaiyuan Zheng, Wei Ji, Tomoya Koike, Xiao Li, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller:
An Early Study on Intelligent Analysis of Speech Under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety. INTERSPEECH 2020: 4946-4950 - [c18]Heejong Bong, Zongge Liu, Zhao Ren, Matthew A. Smith, Valérie Ventura, Robert E. Kass:
Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings. NeurIPS 2020 - [i5]Jing Han, Kun Qian, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Juan Liu, Huaiyuan Zheng, Wei Ji, Tomoya Koike, Xiao Li, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller:
An Early Study on Intelligent Analysis of Speech under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety. CoRR abs/2005.00096 (2020) - [i4]Zhao Ren, Sungkyu Jung, Xingye Qiao:
Covariance-engaged Classification of Sets via Linear Programming. CoRR abs/2006.14831 (2020) - [i3]Zhao Ren, Qiuqiang Kong, Jing Han, Mark D. Plumbley, Björn W. Schuller:
CAA-Net: Conditional Atrous CNNs with Attention for Explainable Device-robust Acoustic Scene Classification. CoRR abs/2011.09299 (2020)
2010 – 2019
- 2019
- [j4]Ziping Zhao, Zhongtian Bao, Yiqin Zhao, Zixing Zhang, Nicholas Cummins, Zhao Ren, Björn W. Schuller:
Exploring Deep Spectrum Representations via Attention-Based Recurrent and Convolutional Neural Networks for Speech Emotion Recognition. IEEE Access 7: 97515-97525 (2019) - [c17]Zhao Ren, Jing Han, Nicholas Cummins, Qiuqiang Kong, Mark D. Plumbley, Björn W. Schuller:
Multi-instance Learning for Bipolar Disorder Diagnosis using Weakly Labelled Speech Data. PDH 2019: 79-83 - [c16]Zhao Ren, Qiuqiang Kong, Jing Han, Mark D. Plumbley, Björn W. Schuller:
Attention-based Atrous Convolutional Neural Networks: Visualisation and Understanding Perspectives of Acoustic Scenes. ICASSP 2019: 56-60 - [c15]Jing Han, Zixing Zhang, Zhao Ren, Björn W. Schuller:
Implicit Fusion by Joint Audiovisual Training for Emotion Recognition in Mono Modality. ICASSP 2019: 5861-5865 - [c14]Kun Qian, Hiroyuki Kuromiya, Zhao Ren, Maximilian Schmitt, Zixing Zhang, Toru Nakamura, Kazuhiro Yoshiuchi, Björn W. Schuller, Yoshiharu Yamamoto:
Automatic Detection of Major Depressive Disorder via a Bag-of-Behaviour-Words Approach. ISICDM 2019: 71-75 - [c13]Kun Qian, Zhao Ren, Fengquan Dong, Wen-Hsing Lai, Björn W. Schuller, Yoshiharu Yamamoto:
Deep Wavelets for Heart Sound Classification. ISPACS 2019: 1-2 - [c12]Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Nicholas Cummins, Roddy Cowie, Leili Tavabi, Maximilian Schmitt, Sina Alisamir, Shahin Amiriparian, Eva-Maria Meßner, Siyang Song, Shuo Liu, Ziping Zhao, Adria Mallol-Ragolta, Zhao Ren, Mohammad Soleymani, Maja Pantic:
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. AVEC@MM 2019: 3-12 - [i2]Jing Han, Zixing Zhang, Zhao Ren, Björn W. Schuller:
EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings. CoRR abs/1907.10428 (2019) - [i1]Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Nicholas Cummins, Roddy Cowie, Leili Tavabi, Maximilian Schmitt, Sina Alisamir, Shahin Amiriparian, Eva-Maria Meßner, Siyang Song, Shuo Liu, Ziping Zhao, Adria Mallol-Ragolta, Zhao Ren, Mohammad Soleymani, Maja Pantic:
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. CoRR abs/1907.11510 (2019) - 2018
- [j3]Zhao Ren, Kun Qian, Yebin Wang, Zixing Zhang, Vedhas Pandit, Alice Baird, Björn W. Schuller:
Deep Scalogram Representations for Acoustic Scene Classification. IEEE CAA J. Autom. Sinica 5(3): 662-669 (2018) - [j2]Rong Zhang, Zhao Ren, Wei Chen:
SILGGM: An extensive R package for efficient statistical inference in large-scale gene networks. PLoS Comput. Biol. 14(8) (2018) - [c11]Zhao Ren, Nicholas Cummins, Jing Han, Sebastian Schnieder, Jarek Krajewski, Björn W. Schuller:
Evaluation of the Pain Level from Speech: Introducing a Novel Pain Database and Benchmarks. ITG Symposium on Speech Communication 2018: 1-5 - [c10]Zhao Ren, Qiuqiang Kong, Kun Qian, Mark D. Plumbley, Björn W. Schuller:
Attention-based convolutional neural networks for acoustic scene classification. DCASE 2018: 39-43 - [c9]Zhao Ren, Nicholas Cummins, Vedhas Pandit, Jing Han, Kun Qian, Björn W. Schuller:
Learning Image-based Representations for Heart Sound Classification. DH 2018: 143-147 - [c8]Jing Han, Zixing Zhang, Zhao Ren, Fabien Ringeval, Björn W. Schuller:
Towards Conditional Adversarial Training for Predicting Emotions from Speech. ICASSP 2018: 6822-6826 - [c7]Björn W. Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis, Stefanos Zafeiriou:
The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats. INTERSPEECH 2018: 122-126 - [c6]Jing Han, Zixing Zhang, Maximilian Schmitt, Zhao Ren, Fabien Ringeval, Björn W. Schuller:
Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech. INTERSPEECH 2018: 3082-3086 - 2017
- [c5]Kun Qian, Zhao Ren, Vedhas Pandit, Zijiang Yang, Zixing Zhang, Björn W. Schuller:
Wavelets Revisited for the Classification of Acoustic Scenes. DCASE 2017: 108-112 - [c4]Zhao Ren, Vedhas Pandit, Kun Qian, Zijiang Yang, Zixing Zhang, Björn W. Schuller:
Deep Sequential Image Features on Acoustic Scene Classification. DCASE 2017: 113-117 - [c3]Zhao Ren, Qi Zhang, Hao Zhu, Qing Wang:
Extending the FOV from disparity and color consistencies in multiview light fields. ICIP 2017: 1157-1161 - 2016
- [j1]Ting Wang, Zhao Ren, Ying Ding, Zhou Fang, Zhe Sun, Matthew L. MacDonald, Robert A. Sweet, Jieru Wang, Wei Chen:
FastGGM: An Efficient Algorithm for the Inference of Gaussian Graphical Model in Biological Networks. PLoS Comput. Biol. 12(2) (2016) - [c2]Jun Deng, Nicholas Cummins, Jing Han, Xinzhou Xu, Zhao Ren, Vedhas Pandit, Zixing Zhang, Björn W. Schuller:
The University of Passau Open Emotion Recognition System for the Multimodal Emotion Challenge. CCPR (2) 2016: 652-666 - [c1]Yue Zhang, Felix Weninger, Zhao Ren, Björn W. Schuller:
Sincerity and Deception in Speech: Two Sides of the Same Coin? A Transfer- and Multi-Task Learning Perspective. INTERSPEECH 2016: 2041-2045
Coauthor Index
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last updated on 2023-03-03 21:20 CET by the dblp team
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