Parada-Cabaleiro, Emilia;Batliner, Anton;Schmitt, Maximilian;Schedl, Markus;Costantini, Giovanni;Schuller, Björn
Perception and classification of emotions in nonsense speech: Humans versus machines.
PLoS ONE
2023
18
1

Keinert, Marie;Eskofier, Bjoern M;Schuller, Björn W;Böhme, Stephanie;Berking, Matthias
Evaluating the feasibility and exploring the efficacy of an emotion-based approach-avoidance modification training (eAAMT) in the context of perceived stress in an adult sample - protocol of a parallel randomized controlled pilot study.
Pilot Feasibility Stud
2023
9
1

Li, Jingtan;Sun, Mengkai;Zhao, Zhonghao;Li, Xingcan;Li, Gaigai;Wu, Chen;Qian, Kun;Hu, Bin;Yamamoto, Yoshiharu;Schuller, Bjoern W.
Battling with the low-resource condition for snore sound recognition: introducing a meta-learning strategy
EURASIP JOURNAL ON AUDIO SPEECH AND MUSIC PROCESSING
2023
2023
1

Triantafyllopoulos, Andreas;Kathan, Alexander;Baird, Alice;Christ, Lukas;Gebhard, Alexander;Gerczuk, Maurice;Karas, Vincent;Hübner, Tobias;Jing, Xin;Liu, Shuo;Mallol-Ragolta, Adria;Milling, Manuel;Ottl, Sandra;Semertzidou, Anastasia;Rajamani, Srividya Tirunellai;Yan, Tianhao;Yang, Zijiang;Dineley, Judith;Amiriparian, Shahin;Bartl-Pokorny, Katrin D;Batliner, Anton;Pokorny, Florian B;Schuller, Björn W
HEAR4Health: a blueprint for making computer audition a staple of modern healthcare.
Front Digit Health
2023
5

Wagner, Johannes;Triantafyllopoulos, Andreas;Wierstorf, Hagen;Schmitt, Maximilian;Burkhardt, Felix;Eyben, Florian;Schuller, Bjorn W
Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap.
IEEE Trans Pattern Anal Mach Intell
2023
45
9
10745-10759

Amiriparian, Shahin;Schuller, Bjoern W.;Asghar, Nabiha;Zen, Heiga;Burkhardt, Felix
Guest Editorial: Special Issue on Affective Speech and Language Synthesis, Generation, and Conversion
IEEE Trans Affect Comput
2023
14
1
3-5

Gerczuk, Maurice;Amiriparian, Shahin;Ottl, Sandra;Schuller, Bjorn W. W.
EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition
IEEE Trans Affect Comput
2023
14
2
1472-1487

Emre, Taha;Oghbaie, Marzieh;Chakravarty, Arunava;Rivail, Antoine;Riedl, Sophie;Mai, Julia;Scholl, Hendrik P. N.;Sivaprasad, Sobha;Rueckert, Daniel;Lotery, Andrew;Schmidt-Erfurth, Ursula;Bogunovic, Hrvoje
Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT: A PINNACLE Study Report
Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv
2023
14096
132-141

Sadafi, Ario;Adonkina, Oleksandra;Khakzar, Ashkan;Lienemann, Peter;Hehr, Rudolf Matthias;Rueckert, Daniel;Navab, Nassir;Marr, Carsten
Pixel-Level Explanation of Multiple Instance Learning Models in Biomedical Single Cell Images
Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv
2023
13939
170-182

Bintsi, Kyriaki-Margarita;Baltatzis, Vasileios;Potamias, Rolandos Alexandros;Hammers, Alexander;Rueckert, Daniel
Multimodal Brain Age Estimation Using Interpretable Adaptive Population-Graph Learning
Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv
2023
14227
195-204