Zhao Ren

Zhao Ren

Universität Augsburg

H-index: 20

Europe-Germany

About Zhao Ren

Zhao Ren, With an exceptional h-index of 20 and a recent h-index of 19 (since 2020), a distinguished researcher at Universität Augsburg, specializes in the field of Deep Learning, Computational Paralinguistics, Computer Audition, Silent Speech, Healthcare.

His recent articles reflect a diverse array of research interests and contributions to the field:

STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition

A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures

Crossmodal Transformer on Multi-Physical Signals for Personalised Daily Mental Health Prediction

Self-learning and Active-learning for Electromyography-to-Speech Conversion

Portable graph-based rumour detection against multi-modal heterophily

Self-Explaining Neural Networks for Respiratory Sound Classification with Scale-free Interpretability

Cutting Through the Noise: An Empirical Comparison of Psycho-Acoustic and Envelope-based Features for Machinery Fault Detection

An Overview of the ICASSP Special Session on AI Security and Privacy in Speech and Audio Processing

Zhao Ren Information

University

Position

___

Citations(all)

1726

Citations(since 2020)

1633

Cited By

516

hIndex(all)

20

hIndex(since 2020)

19

i10Index(all)

34

i10Index(since 2020)

33

Email

University Profile Page

Universität Augsburg

Google Scholar

View Google Scholar Profile

Zhao Ren Skills & Research Interests

Deep Learning

Computational Paralinguistics

Computer Audition

Silent Speech

Healthcare

Top articles of Zhao Ren

Title

Journal

Author(s)

Publication Date

STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition

arXiv preprint arXiv:2402.01227

Yi Chang

Zhao Ren

Zixing Zhang

Xin Jing

Kun Qian

...

2024/2/2

A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures

arXiv preprint arXiv:2404.00673

Thanh Tam Nguyen

Thanh Trung Huynh

Zhao Ren

Thanh Toan Nguyen

Phi Le Nguyen

...

2024/3/31

Crossmodal Transformer on Multi-Physical Signals for Personalised Daily Mental Health Prediction

Meishu Song

Zijiang Yang

Andreas Triantafyllopoulos

Toru Nakamura

Yongxin Zhang

...

2023/12/4

Self-learning and Active-learning for Electromyography-to-Speech Conversion

Zhao Ren

Kevin Scheck

Tanja Schultz

2023/9/20

Portable graph-based rumour detection against multi-modal heterophily

Knowledge-Based Systems

Thanh Tam Nguyen

Zhao Ren

Thanh Toan Nguyen

Jun Jo

Quoc Viet Hung Nguyen

...

2024/1/25

Self-Explaining Neural Networks for Respiratory Sound Classification with Scale-free Interpretability

Zhao Ren

Thanh Tam Nguyen

Mohammad Mehdi Zahed

Wolfgang Nejdl

2023/6/18

Cutting Through the Noise: An Empirical Comparison of Psycho-Acoustic and Envelope-based Features for Machinery Fault Detection

Peter Wiβbrock

Yvonne Richter

David Pelkmann

Zhao Ren

Gregory Palmer

2023/6/4

An Overview of the ICASSP Special Session on AI Security and Privacy in Speech and Audio Processing

Zhao Ren

Kun Qian

Tanja Schultz

Björn W Schuller

2023/12/6

Knowledge transfer for on-device speech emotion recognition with neural structured learning

Yi Chang

Zhao Ren

Thanh Tam Nguyen

Kun Qian

Björn W Schuller

2023/6/4

10X Faster Subgraph Matching: Dual Matching Networks with Interleaved Diffusion Attention

Thanh Toan Nguyen

Duc Nguyen Quang

Zhao Ren

Jun Jo

Quoc Viet Hung Nguyen

...

2023

Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-Things

IEEE Journal of Biomedical and Health Informatics

Zhao Ren

Björn W Schuller

Björn M Eskofier

Thanh Tam Nguyen

Wolfgang Nejdl

2023/11/7

Fast yet effective speech emotion recognition with self-distillation

Zhao Ren

Thanh Tam Nguyen

Yi Chang

Björn W Schuller

2023/6/4

Short-Term Traffic Speed Prediction Using Hybrid LSTM-SVR Model

Khang Nguyen Duc Quach

Zhao Ren

Khiem Vinh Tran

Viet Hung Vu

Yongsik Chun

...

2023

Efficient ECG-based Atrial Fibrillation Detection via Parameterised Hypercomplex Neural Networks

Leonie Basso

Zhao Ren

Wolfgang Nejdl

2023/9/4

A comprehensive survey on heart sound analysis in the deep learning era

Zhao Ren

Yi Chang

Thanh Tam Nguyen

Yang Tan

Kun Qian

...

2023/1/23

Stream-ETS: Low-latency End-to-end Speech Synthesis from Electromyography Signals

Kevin Scheck

Darius Ivucic

Zhao Ren

Tanja Schultz

2023/9/20

Deep learning techniques for computer audition

Zhao Ren

2022

The acoustic dissection of cough: diving into machine listening-based COVID-19 analysis and detection

Journal of Voice

Zhao Ren

Yi Chang

Katrin D Bartl-Pokorny

Florian B Pokorny

Björn W Schuller

2022/6/15

Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis

arXiv preprint arXiv:2203.16141

Yi Chang

Zhao Ren

Thanh Tam Nguyen

Wolfgang Nejdl

Björn W Schuller

2022/3/30

Convoluational transformer with adaptive position embedding for Covid-19 detection from cough sounds

Tianhao Yan

Hao Meng

Shuo Liu

Emilia Parada-Cabaleiro

Zhao Ren

...

2022/5/23

See List of Professors in Zhao Ren University(Universität Augsburg)

Co-Authors

H-index: 109
Björn Schuller

Björn Schuller

Imperial College London

H-index: 103
Maja Pantic

Maja Pantic

Imperial College London

H-index: 78
Wolfgang Nejdl

Wolfgang Nejdl

Leibniz Universität Hannover

H-index: 68
Mark D. Plumbley

Mark D. Plumbley

University of Surrey

H-index: 42
Nicholas Cummins

Nicholas Cummins

King's College

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