Bauer, Jonathan F.;Gerczuk, Maurice;Schindler-Gmelch, Lena;Amiriparian, Shahin;Ebert, David Daniel;Krajewski, Jarek;Schuller, Bjoern;Berking, Matthias
Validation of Machine Learning-Based Assessment of Major Depressive Disorder from Paralinguistic Speech Characteristics in Routine Care
Depress Anxiety
2024
2024

Ploner, Markus;Buyx, Alena;Gempt, Jens;Gjorgjieva, Julijana;Mueller, Ruth;Priller, Josef;Rueckert, Daniel;Wolfrum, Bernhard;Jacob, Simon N.
Reengineering neurotechnology: placing patients first
Nat. Ment. Health
2023
1
1
5-7

Qian, Kun;Schuller, Bjorn W.;Guan, Xiaohong;Hu, Bin
Intelligent Music Intervention for Mental Disorders: Insights and Perspectives
IEEE Trans. Comput. Soc. Syst.
2023
10
1
2-9

Triantafyllopoulos, Andreas;Schuller, Bjorn W.;Iymen, Gokce;Sezgin, Metin;He, Xiangheng;Yang, Zijiang;Tzirakis, Panagiotis;Liu, Shuo;Mertes, Silvan;Andre, Elisabeth;Fu, Ruibo;Tao, Jianhua
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era
Proc. IEEE
2023
111
10
1355-1381

Wang, Zhihua;Qian, Kun;Liu, Houguang;Hu, Bin;Schuller, Bjorn W.;Yamamoto, Yoshiharu
Exploring interpretable representations for heart sound abnormality detection
Biomed. Signal Process. Control
2023
82

Cheng, Jiaming;Liang, Ruiyu;Zhao, Li;Huang, Chengwei;Schuller, Bjorn W.
Speech Denoising and Compensation for Hearing Aids Using an FTCRN-Based Metric GAN
IEEE Signal Process Lett
2023
30
374-378

Zhang, Zixing;Peng, Liyizhe;Pang, Tao;Han, Jing;Zhao, Huan;Schuller, Bjorn W.
Refashioning Emotion Recognition Modeling: The Advent of Generalized Large Models
IEEE Trans. Comput. Soc. Syst.
2024
11
5
6690-6704

Niu, Mingyue;Li, Ya;Tao, Jianhua;Zhou, Xiuzhuang;Schuller, Bjorn W.
DepressionMLP: A Multi-Layer Perceptron Architecture for Automatic Depression Level Prediction via Facial Keypoints and Action Units
IEEE Trans. Circuits Syst. Video Technol.
2024
34
9
8924-8938

Niu, Mingyue;Zhao, Ziping;Tao, Jianhua;Li, Ya;Schuller, Bjorn
Dual Attention and Element Recalibration Networks for Automatic Depression Level Prediction
IEEE Trans Affect Comput
2023
14
3
1954-1965

Latif, Siddique;Rana, Rajib;Khalifa, Sara;Jurdak, Raja;Qadir, Junaid;Schuller, Bjorn
Survey of Deep Representation Learning for Speech Emotion Recognition
IEEE Trans Affect Comput
2023
14
2
1634-1654