High Profile Area at the

© Lehmkühler UBRA
© Lehmkühler UBRA
Prof. Tanja Schultz

Further information:

 

Fellowships:

 

Upcoming:

In August 2026, together with Prof. Frank Kirchner, she will host IJCAI, the largest International Conference on Artificial Intelligence, in Bremen. Several thousand researchers are expected to attend this conference in Bremen.

Ecosystem

Publications
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