Oct 2024 // conference-paper
Virtual Lab - A VR Showroom for Biosignals Research
Asmus Eike Eilks; Ahmed Seyit Kücük; Felix Putze; Tanja Schultz
Aug 2024 // journal-article
Human Activity Recognition, Monitoring, and Analysis Facilitated by Novel and Widespread Applications of Sensors
Sensors
Hui Liu; Hugo Gamboa; Tanja Schultz
May 2024 // conference-paper
Examining the Effects of Human-Likeness of Avatars on Emotion Perception and Emotion Elicitation
Shiyao Zhang; Omar Faruk; Robert Porzel; Dennis Küster; Tanja Schultz; Hui Liu
Mar 2024 // journal-article
Taxonomy and Real-Time Classification of Artifacts During Biosignal Acquisition: A Starter Study and Dataset of ECG
IEEE Sensors Journal
Hui Liu; Shiyao Zhang; Hugo Gamboa; Tingting Xue; Congcong Zhou; Tanja Schultz
Mar 2024 // journal-article
MS2OD: outlier detection using minimum spanning tree and medoid selection
Machine Learning: Science and Technology
Jia Li; Jiangwei Li; Chenxu Wang; Fons J Verbeek; Tanja Schultz; Hui Liu
Jan 2024 // journal-article
Brain Topology Modeling With EEG-Graphs for Auditory Spatial Attention Detection
IEEE Transactions on Biomedical Engineering
Siqi Cai; Tanja Schultz; Haizhou Li
2024 // journal-article
STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition
IEEE Transactions on Affective Computing
Yi Chang; Zhao Ren; Zixing Zhang; Xin Jing; Kun Qian; Xi Shao; Bin Hu; Tanja Schultz; Björn W. Schuller
2024 // book-chapter
LSTM-MorA: Melody-Accompaniment Classification of MIDI Tracks
Hui Liu; Leon Flaack; Shiyao Zhang; Tanja Schultz
2024 // journal-article
Attention and Sequence Modeling for Match-Mismatch Classification of Speech Stimulus and EEG Response
IEEE Open Journal of Signal Processing
Marvin Borsdorf; Siqi Cai; Saurav Pahuja; Dashanka De Silva; Haizhou Li; Tanja Schultz
2024 // journal-article
NeuroHeed: Neuro-Steered Speaker Extraction Using EEG Signals
IEEE/ACM Transactions on Audio, Speech, and Language Processing
Zexu Pan; Marvin Borsdorf; Siqi Cai; Tanja Schultz; Haizhou Li
2024 // journal-article
Speech as a Biomarker for Disease Detection
IEEE Access
Catarina Botelho; Alberto Abad; Tanja Schultz; Isabel Trancoso
Dec 2023 // conference-paper
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
Sep 2023 // journal-article
Biosignals meet Adaptive Systems
SN Applied Sciences
Tanja Schultz; Alexander Maedche
Mar 2023 // journal-article
EEG Correlates of Distractions and Hesitations in Human-Robot Interaction: A LabLinking Pilot Study
Multimodal Technologies and Interaction
Birte Richter; Felix Putze; Gabriel Ivucic; Mara Brandt; Christian Schütze; Rafael Reisenhofer; Britta Wrede; Tanja Schultz
Jan 2023 // journal-article
Artificial intelligence and ethics in healthcare - balancing act or symbiosis?
Federal Health Gazette, Health Research, Health Protection
Dennis Küster; Tanja Schultz
2023 // book-chapter
High-Level Features for Human Activity Recognition and Modeling
Yale Hartmann; Hui Liu; Tanja Schultz
2023 // journal-article
The nested hierarchy of overt, mouthed, and imagined speech activity evident in intracranial recordings
NeuroImage
Soroush, P.Z.; Herff, C.; Ries, S.K.; Shih, J.J.; Schultz, T.; Krusienski, D.J.
DOI: 10.1016/j.neuroimage.2023.119913
Dec 2022 // journal-article
Sensor-Based Human Activity and Behavior Research: Where Advanced Sensing and Recognition Technologies Meet
Sensors
Hui Liu; Hugo Gamboa; Tanja Schultz
Dec 2022 // journal-article
Feature-Based Information Retrieval of Multimodal Biosignals with a Self-Similarity Matrix: Focus on Automatic Segmentation
Biosensors
João Rodrigues; Hui Liu; Duarte Folgado; David Belo; Tanja Schultz; Hugo Gamboa
Aug 2022 // journal-article
Bell Shape Embodying Zhongyong: The Pitch Histogram of Traditional Chinese Anhemitonic Pentatonic Folk Songs
Applied Sciences
Hui Liu; Kun Jiang; Hugo Gamboa; Tingting Xue; Tanja Schultz
Jul 2022 // journal-article
STAnet: A Spatiotemporal Attention Network for Decoding Auditory Spatial Attention From EEG
IEEE Transactions on Biomedical Engineering
Enze Su; Siqi Cai; Longhan Xie; Haizhou Li; Tanja Schultz
May 2022 // journal-article
Multilingual speech recognition for GlobalPhone languages
Speech Communication
Martha Yifiru Tachbelie; Solomon Teferra Abate; Tanja Schultz
2022 // conference-paper
Normalization of code-switched text for speech synthesis
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Manghat, S.; Manghat, S.; Schultz, T.
DOI: 10.21437/Interspeech.2022-10719
2022 // conference-paper
TOWARDS CLOSED-LOOP SPEECH SYNTHESIS FROM STEREOTACTIC EEG: A UNIT SELECTION APPROACH
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Angrick, M.; Ottenhoff, M.; Diener, L.; Ivucic, D.; Ivucic, G.; Goulis, S.; Colon, A.J.; Wagner, L.; Krusienski, D.J.; Kubben, P.L.; Schultz, T.; Herff, C.
DOI: 10.1109/ICASSP43922.2022.9747300
2022 // journal-article
Self-Supervised Learning of Neural Speech Representations From Unlabeled Intracranial Signals
IEEE Access
Srdjan Lesaja; Morgan Stuart; Jerry J. Shih; Pedram Z. Soroush; Tanja Schultz; Milos Manic; Dean J. Krusienski