2020 // conference-paper
Deep Neural Networks Based Automatic Speech Recognition for Four Ethiopian Languages
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Abate, S.T.; Yifiru Tachbelie, M.; Schultz, T.
DOI: 10.1109/ICASSP40776.2020.9053883
2020 // conference-paper
Analysis of GlobalPhone and Ethiopian languages speech corpora for multilingual ASR
LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings
Tachbelie, M.Y.; Abate, S.T.; Schultz, T.
DOI:
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 // conference-paper
A comparison of EMG-to-Speech conversion for isolated and continuous speech
Speech Communication - 13th ITG-Fachtagung Sprachkommunikation
Diener, L.; Bredehöft, S.; Schultz, T.
DOI:
2020 // conference-paper
Modeling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild
ICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction
Küster, D.; Putze, F.; Alves-Oliveira, P.; Paetzel, M.; Schultz, T.
DOI: 10.1145/3382507.3420053
2020 // conference-paper
Toward silent paralinguistics: Speech-to-EMG - Retrieving articulatory muscle activity from speech
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Botelho, C.; Diener, L.; Küster, D.; Scheck, K.; Amiriparian, S.; Schuller, B.W.; Schultz, T.; Abad, A.; Trancoso, I.
DOI: 10.21437/Interspeech.2020-2926
2020 // conference-paper
Towards silent paralinguistics: Deriving speaking mode and speaker ID from electromyographic signals
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Diener, L.; Amiriparian, S.; Botelho, C.; Scheck, K.; Küster, D.; Trancoso, I.; Schuller, B.W.; Schultz, T.
DOI: 10.21437/Interspeech.2020-2848
2020 // conference-paper
Towards Engagement Recognition of People with Dementia in Care Settings
ICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction
Steinert, L.; Putze, F.; Küster, D.; Schultz, T.
DOI: 10.1145/3382507.3418856
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
Automatic screening for transition into dementia using speech
Speech Communication - 13th ITG-Fachtagung Sprachkommunikation
Weiner, J.; Schultz, T.
DOI:
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 // 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
Feature space reduction for multimodal human activity recognition
BIOSIGNALS 2020 - 13th International Conference on Bio-Inspired Systems and Signal Processing, Proceedings; Part of 13th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2020
Hartmann, Y.; Liu, H.; Schultz, T.
DOI:
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:
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 // 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
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 // 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
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
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
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
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
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
