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
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
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 // other
Linking labs: Interconnecting experimental environments
bioRxiv
Schultz, T.; Putze, F.; Fehr, T.; Meier, M.; Mason, C.; Ahrens, F.; Herrmann, M.
DOI: 10.1101/2021.02.09.430407
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 // conference-paper
Speech Synthesis from Stereotactic EEG using an Electrode Shaft Dependent Multi-Input Convolutional Neural Network Approach
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Angrick, M.; Ottenhoff, M.; Goulis, S.; Colon, A.J.; Wagner, L.; Krusienski, D.J.; Kubben, P.L.; Schultz, T.; Herff, C.
DOI: 10.1109/EMBC46164.2021.9629711
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 // other
Adventurer’s treasure hunt: A transparent system for visually grounded compositional visual question answering based on scene graphs
arXiv
Reich, D.; Putze, F.; Schultz, T.
DOI:
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
2021 // journal-article
CSL-SHARE: A Multimodal Wearable Sensor-Based Human Activity Dataset
Frontiers in Computer Science
Liu, H.; Hartmann, Y.; Schultz, T.
DOI: 10.3389/fcomp.2021.759136
2021 // conference-paper
Visual Speech for Obstructive Sleep Apnea Detection
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Botelho, C.; Abad, A.; Schultz, T.; Trancoso, I.
DOI: 10.21437/Interspeech.2021-1717
2021 // conference-paper
Speech Activity Detection from Stereotactic EEG
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
Soroush, P.Z.; Angrick, M.; Shih, J.; Schultz, T.; Krusienski, D.J.
DOI: 10.1109/SMC52423.2021.9659058
2021 // conference-paper
Motion Units: Generalized Sequence Modeling of Human Activities for Sensor-Based Activity Recognition
European Signal Processing Conference
Liu, H.; Hartmann, Y.; Schultz, T.
DOI: 10.23919/EUSIPCO54536.2021.9616298
2021 // conference-paper
Target Language Extraction at Multilingual Cocktail Parties
2021 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2021 - Proceedings
Borsdorf, M.; Li, H.; Schultz, T.
DOI: 10.1109/ASRU51503.2021.9688052
2021 // conference-paper
Automatic Speech Recognition for Dementia Screening using ILSE-Interviews
14th ITG Conference on Speech Communication
Ablimit, A.; Schultz, T.
DOI:
2021 // journal-article
Technology-driven dyadic interaction in caregiving
Alzheimer's & dementia : the journal of the Alzheimer's Association
Hoel, V.; Ambugo, E.A.; Steinert, L.; Schultz, T.; Wolf-Ostermann, K.
DOI: 10.1002/alz.050637
2021 // other
Linking labs: Interconnecting experimental environments
arXiv
Schultz, T.; Putze, F.; Fehr, T.; Meier, M.; Mason, C.; Ahrens, F.; Herrmann, M.
DOI:
2021 // conference-paper
Feature space reduction for human activity recognition based on multi-channel biosignals
BIOSIGNALS 2021 - 14th International Conference on Bio-Inspired Systems and Signal Processing; Part of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021
Hartmann, Y.; Liu, H.; Schultz, T.
DOI:
2021 // journal-article
Verbal fluency in normal aging and cognitive decline: Results of a longitudinal study
Computer Speech and Language
Frankenberg, C.; Weiner, J.; Knebel, M.; Abulimiti, A.; Toro, P.; Herold, C.J.; Schultz, T.; Schröder, J.
DOI: 10.1016/j.csl.2021.101195
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 // other
Low-latency auditory spatial attention detection based on spectro-spatial features from EEG
arXiv
Cai, S.; Sun, P.; Schultz, T.; Li, H.
DOI:
2021 // conference-paper
Universal speaker extraction in the presence and absence of target speakers for speech of one and two talkers
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Borsdorf, M.; Xu, C.; Li, H.; Schultz, T.
DOI: 10.21437/Interspeech.2021-1939
