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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Nov 2018 // Other
Speech Synthesis from ECoG using Densely Connected 3D Convolutional Neural Networks
Miguel Angrick; Christian Herff; Emily Mugler; Matthew C. Tate; Marc W. Slutzky; Dean J. Krusienski; Tanja Schultz
2018 // Conference paper
ASK: A framework for data acquisition and activity recognition
BIOSIGNALS 2018 - 11th International Conference on Bio-Inspired Systems and Signal Processing, Proceedings; Part of 11th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2018
Liu, H.; Schultz, T.
2018 // Conference paper
Detecting memory-based interaction obstacles with a recurrent neural model of user behavior
International Conference on Intelligent User Interfaces, Proceedings IUI
Putze, F.; Salous, M.; Schultz, T.
2018 // Conference paper
Domain-adversarial training for session independent EMG-based speech recognition
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Wand, M.; Schultz, T.; Schmidhuber, J.
2018 // Conference paper
Interpretation of Convolutional Neural Networks for speech regression from electrocorticography
ESANN 2018 - Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Angrick, M.; Herff, C.; Johnson, G.; Shih, J.; Krusienski, D.; Schultz, T.
2018 // Conference paper
Investigating objective intelligibility in real-time EMG-to-speech conversion
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Diener, L.; Schultz, T.
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.
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.
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.
2018 // Book
Perspektive der Informatik
Tanja Schultz; Felix Putze
