Wissenschaftsschwerpunkt der

© Lehmkühler UBRA
© Lehmkühler UBRA
Prof. Tanja Schultz

Weitere Informationen:

 

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.

 

Publikationen
2020 // conference-paper

Session-Independent array-based EMG-to-speech conversion using convolutional neural networks

Speech Communication - 13th ITG-Fachtagung Sprachkommunikation

Diener, L.; Felsch, G.; Angrick, M.; Schultz, T.
DOI:

2020 // journal-article

Opportunities and Challenges for Using Automatic Human Affect Analysis in Consumer Research

Frontiers in Neuroscience

Küster, D.; Krumhuber, E.G.; Steinert, L.; Ahuja, A.; Baker, M.; Schultz, T.
DOI: 10.3389/fnins.2020.00400

2020 // conference-paper

CSL-EMG array: An open access corpus for EMG-to-speech conversion

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Diener, L.; Vishkasougheh, M.R.; Schultz, T.
DOI: 10.21437/Interspeech.2020-2859

2020 // conference-paper

Multilingual acoustic and language modeling for ethio-semitic languages

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Abate, S.T.; Tachbelie, M.Y.; Schultz, T.
DOI: 10.21437/Interspeech.2020-2856

2020 // journal-article

TSFEL: Time Series Feature Extraction Library

SoftwareX

Barandas, M.; Folgado, D.; Fernandes, L.; Santos, S.; Abreu, M.; Bota, P.; Liu, H.; Schultz, T.; Gamboa, H.
DOI: 10.1016/j.softx.2020.100456

2020 // conference-paper

Speech spectrogram estimation from intracranial brain activity using a quantization approach

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Angrick, M.; Herff, C.; Johnson, G.; Shih, J.; Krusienski, D.; Schultz, T.
DOI: 10.21437/Interspeech.2020-2946

2019 // conference-paper

A wearable real-time human activity recognition system using biosensors integrated into a knee bandage

BIODEVICES 2019 - 12th International Conference on Biomedical Electronics and Devices, Proceedings; Part of 12th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2019

Liu, H.; Schultz, T.
DOI:

2019 // conference-paper

Augmented reality interface for smart home control using SSVEP-BCI and eye gaze

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

Putze, F.; Weib, D.; Vortmann, L.-M.; Schultz, T.
DOI: 10.1109/SMC.2019.8914390

2019 // journal-article

Perplexity - A new predictor of cognitive changes in spoken language? - Results of the Interdisciplinary Longitudinal Study on Adult Development and Aging (ILSE)

Linguistics Vanguard

Frankenberg, C.; Weiner, J.; Schultz, T.; Knebel, M.; Degen, C.; Wahl, H.-W.; Schroeder, J.
DOI: 10.1515/lingvan-2018-0026

2019 // journal-article

Interpretation of convolutional neural networks for speech spectrogram regression from intracranial recordings

Neurocomputing

Angrick, M.; Herff, C.; Johnson, G.; Shih, J.; Krusienski, D.; Schultz, T.
DOI: 10.1016/j.neucom.2018.10.080

2019 // conference-paper

Decoding Lip Movements during Continuous Speech using Electrocorticography

International IEEE/EMBS Conference on Neural Engineering, NER

Lesaja, S.; Herff, C.; Johnson, G.D.; Shih, J.J.; Schultz, T.; Krusienski, D.J.
DOI: 10.1109/NER.2019.8716914

2019 // journal-article

Speech synthesis from ECoG using densely connected 3D convolutional neural networks

Journal of Neural Engineering

Angrick, M.; Herff, C.; Mugler, E.; Tate, M.C.; Slutzky, M.W.; Krusienski, D.J.; Schultz, T.
DOI: 10.1088/1741-2552/ab0c59

2019 // conference-paper

Adaptation of an EMG-based speech recognizer via meta-learning

GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings

Prorokovic, K.; Wand, M.; Schultz, T.; Schmidhuber, J.
DOI: 10.1109/GlobalSIP45357.2019.8969231

2019 // journal-article

Generating Natural, Intelligible Speech From Brain Activity in Motor, Premotor, and Inferior Frontal Cortices

Frontiers in Neuroscience

Herff, C.; Diener, L.; Angrick, M.; Mugler, E.; Tate, M.C.; Goldrick, M.A.; Krusienski, D.J.; Slutzky, M.W.; Schultz, T.
DOI: 10.3389/fnins.2019.01267

2019 // conference-paper

Visual and memory-based HCI obstacles: Behaviour-based detection and user interface adaptations analysis

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

Salous, M.; Putze, F.; Ihrig, M.; Schultz, T.
DOI: 10.1109/SMC.2019.8914233

2019 // conference-paper

Speech reveals future risk of developing dementia: Predictive dementia screening from biographic interviews

2019 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2019 - Proceedings

Weiner, J.; Frankenberg, C.; Schroder, J.; Schultz, T.
DOI: 10.1109/ASRU46091.2019.9003908

2019 // conference-paper

Decoding Mental Workload in Virtual Environments: A fNIRS Study using an Immersive n-back Task

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Putze, F.; Herff, C.; Tremmel, C.; Schultz, T.; Krusienski, D.J.
DOI: 10.1109/EMBC.2019.8856386

2019 // conference-paper

Towards Restoration of Articulatory Movements: Functional Electrical Stimulation of Orofacial Muscles

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Schultz, T.; Angrick, M.; Diener, L.; Kuster, D.; Meier, M.; Krusienski, D.J.; Herff, C.; Brumberg, J.S.
DOI: 10.1109/EMBC.2019.8857670

2019 // conference-paper

Comparative analysis of think-aloud methods for everyday activities in the context of cognitive robotics

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Meier, M.; Mason, C.; Putze, F.; Schultz, T.
DOI: 10.21437/Interspeech.2019-3072

2019 // conference-paper

Improving Fundamental Frequency Generation in EMG-To-Speech Conversion Using a Quantization Approach

2019 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2019 - Proceedings

Diener, L.; Umesh, T.; Schultz, T.
DOI: 10.1109/ASRU46091.2019.9003804

2018 // conference-paper

Investigating the effect of audio duration on dementia detection using acoustic features

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Weiner, J.; Angrick, M.; Umesh, S.; Schultz, T.
DOI: 10.21437/Interspeech.2018-57

2018 // conference-paper

Investigating static and sequential models for intervention-free selection using multimodal data of EEG and eye tracking

Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal Data, MCPMD 2018

Salous, M.; Putze, F.; Schultz, T.; Hild, J.; Beyerer, J.
DOI: 10.1145/3279810.3279841

2018 // conference-paper

Modeling cognitive processes from multimodal signals

ICMI 2018 - Proceedings of the 2018 International Conference on Multimodal Interaction

Putze, F.; Kasneci, E.; Hild, J.; Solovey, E.; Sano, A.; Schultz, T.
DOI: 10.1145/3242969.3265861

2018 // book

Perspektive der Informatik

Tanja Schultz; Felix Putze

2018 // book

Selecting Features for Automatic Screening for Dementia Based on Speech

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Weiner, J.; Schultz, T.
DOI: 10.1007/978-3-319-99579-3_76