2022 // conference-paper
Interactive and Interpretable Online Human Activity Recognition
2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2022
Hartmann, Y.; Liu, H.; Schultz, T.
DOI: 10.1109/PerComWorkshops53856.2022.9767207
2022 // conference-paper
Evaluation of an Engagement-Aware Recommender System for People with Dementia
UMAP2022 - Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization
Steinert, L.; Kölling, F.L.; Putze, F.; Küster, D.; Schultz, T.
DOI: 10.1145/3503252.3531318
2022 // journal-article
An Interpretable Deep Learning Model for Speech Activity Detection Using Electrocorticographic Signals
IEEE Transactions on Neural Systems and Rehabilitation Engineering
Morgan Stuart; Srdjan Lesaja; Jerry J. Shih; Tanja Schultz; Milos Manic; Dean J. Krusienski
2022 // conference-paper
EXPERTS VERSUS ALL-ROUNDERS: TARGET LANGUAGE EXTRACTION FOR MULTIPLE TARGET LANGUAGES
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Borsdorf, M.; Scheck, K.; Li, H.; Schultz, T.
DOI: 10.1109/ICASSP43922.2022.9746130
2022 // conference-paper
Blind Language Separation: Disentangling Multilingual Cocktail Party Voices by Language
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Borsdorf, M.; Scheck, K.; Li, H.; Schultz, T.
DOI: 10.21437/Interspeech.2022-10187
2022 // journal-article
TSSEARCH: Time Series Subsequence Search Library
SoftwareX
Folgado, D.; Barandas, M.; Antunes, M.; Nunes, M.L.; Liu, H.; Hartmann, Y.; Schultz, T.; Gamboa, H.
DOI: 10.1016/j.softx.2022.101049
2022 // conference-paper
Deep Learning Approaches for Detecting Alzheimer's Dementia from Conversational Speech of ILSE Study
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Ablimit, A.; Scholz, K.; Schultz, T.
DOI: 10.21437/Interspeech.2022-10942
2022 // conference-paper
Hybrid sub-word segmentation for handling long tail in morphologically rich low resource languages
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Manghat, S.; Manghat, S.; Schultz, T.
DOI: 10.1109/ICASSP43922.2022.9746652
2022 // conference-paper
AN OVERVIEW OF THE FIRST ICASSP SPECIAL SESSION ON COMPUTER AUDITION FOR HEALTHCARE
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Qian, K.; Schultz, T.; Schuller, B.W.
DOI: 10.1109/ICASSP43922.2022.9747333
2022 // other
The Nested Hierarchy of Overt, Mouthed, and Imagined Speech Activity Evident in Intracranial Recordings
bioRxiv
Soroush, P.Z.; Herff, C.; Ries, S.K.; Shih, J.J.; Schultz, T.; Krusienski, D.J.
DOI: 10.1101/2022.08.04.502829
2022 // journal-article
Brain–Computer Interfaces for Treatment of Focal Dystonia
Movement Disorders
Simonyan, K.; Ehrlich, S.K.; Andersen, R.; Brumberg, J.; Guenther, F.; Hallett, M.; Howard, M.A.; Millán, J.D.R.; Reilly, R.B.; Schultz, T.; Valeriani, D.
DOI: 10.1002/mds.29178
2022 // conference-paper
Contributions of Stereotactic EEG Electrodes in Grey and White Matter to Speech Activity Detection
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Soroush, P.Z.; Herff, C.; Ries, S.; Shih, J.J.; Schultz, T.; Krusienski, D.J.
DOI: 10.1109/EMBC48229.2022.9871464
2022 // conference-paper
Challenges of using longitudinal and cross-domain corpora on studies of pathological speech
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Botelho, C.; Schultz, T.; Abad, A.; Trancoso, I.
DOI: 10.21437/Interspeech.2022-10995
2022 // other
Visually Grounded VQA by Lattice-based Retrieval
arXiv
Reich, D.; Putze, F.; Schultz, T.
DOI: 10.48550/arXiv.2211.08086
2022 // conference-paper
SmartHelm: User Studies from Lab to Field for Attention Modeling
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
Salous, M.; Kuster, D.; Scheck, K.; Dikfidan, A.; Neumann, T.; Putze, F.; Schultz, T.
DOI: 10.1109/SMC53654.2022.9945155
2022 // journal-article
Predicting Activation Liking of People With Dementia
Frontiers in Computer Science
Steinert, L.; Putze, F.; Küster, D.; Schultz, T.
DOI: 10.3389/fcomp.2021.770492
2022 // conference-paper
EXPLORING DEMENTIA DETECTION FROM SPEECH: CROSS CORPUS ANALYSIS
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Ablimit, A.; Botelho, C.; Abad, A.; Schultz, T.; Trancoso, I.
DOI: 10.1109/ICASSP43922.2022.9747167
Aug 2021 // conference-paper
Audio-Visual Recognition of Emotional Engagement of People with Dementia
Interspeech 2021
Lars Steinert; Felix Putze; Dennis Küster; Tanja Schultz
May 2021 // journal-article
I-CARE-An Interaction System for the Individual Activation of People with Dementia
Geriatrics
Tanja Schultz; Felix Putze; Lars Steinert; Ralf Mikut; Anamaria Depner; Andreas Kruse; Ingo Franz; Philipp Gaerte; Todor Dimitrov; Tobias Gehrig; Jana Lohse; Clarissa Simon
2021 // journal-article
Corrigendum: CSL-SHARE: A Multimodal Wearable Sensor-Based Human Activity Dataset (Frontiers in Computer Science, (2021), 3, (759136), 10.3389/fcomp.2021.759136)
Frontiers in Computer Science
Liu, H.; Hartmann, Y.; Schultz, T.
DOI: 10.3389/fcomp.2021.800056
2021 // conference-paper
GlobalPhone mix-to-separate out of 2: A multilingual 2000 speakers mixtures database for speech separation
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Borsdorf, M.; Xu, C.; Li, H.; Schultz, T.
DOI: 10.21437/Interspeech.2021-1552
2021 // journal-article
Real-time synthesis of imagined speech processes from minimally invasive recordings of neural activity
Communications Biology
Angrick, M.; Ottenhoff, M.C.; Diener, L.; Ivucic, D.; Ivucic, G.; Goulis, S.; Saal, J.; Colon, A.J.; Wagner, L.; Krusienski, D.J.; Kubben, P.L.; Schultz, T.; Herff, C.
DOI: 10.1038/s42003-021-02578-0
2021 // conference-paper
3rd Workshop on Modeling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild
ICMI 2021 - Proceedings of the 2021 International Conference on Multimodal Interaction
Küster, D.; Putze, F.; St-Onge, D.; Fortin, P.E.; Urrestilla, N.; Schultz, T.
DOI: 10.1145/3462244.3480978
2021 // conference-paper
End-To-End Multilingual Automatic Speech Recognition for Less-Resourced Languages: The Case of Four Ethiopian Languages
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Abate, S.T.; Tachbelie, M.Y.; Schultz, T.
DOI: 10.1109/ICASSP39728.2021.9415020
2021 // conference-paper
Low-Latency Auditory Spatial Attention Detection Based on Spectro-Spatial Features from EEG
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Cai, S.; Sun, P.; Schultz, T.; Li, H.
DOI: 10.1109/EMBC46164.2021.9630902
