Prof. Tanja Schultz

Weitere Informationen:

Sprecherin des Wissenschaftsschwerpunkts „Minds, Media, Machines“ (mit Michael Beetz)
Sprecherin der DFG Forschungsgruppe FOR 5347 Lifespan AI (gemeinsam mit Marvin Wright), seit 2022
Sprecherin des Leitprojekts „Künstliche Intelligenz“ der University Bremen Research Alliance UBRA (gemeinsam mit Horst Hahn und Frank Kirchner), seit 2021
Mitglied im Direktorium des DFG Graduiertenkolleg GRK 2739 KD²School (seit 2021)
Mitglied im Direktorium des Leibniz Wissenschaftscampus „Digital Public Health“ (seit 2019)
Mitglied im Direktorium des SFB 1320 EASE „Everyday Activities Science and Engineering“ (seit 2017).

Fellowships:

International Speech Communcation Association (2016)
European Academy of Sciences and Arts (2017)
IEEE (2020)
Asia-Pacific Artificial Intelligence Association (2021)

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

Aug 2024 // journal-article

Human Activity Recognition, Monitoring, and Analysis Facilitated by Novel and Widespread Applications of Sensors

Sensors

Hui Liu; Hugo Gamboa; Tanja Schultz

https://doi.org/10.3390/s24165250

May 2024 // conference-paper

Examining the Effects of Human-Likeness of Avatars on Emotion Perception and Emotion Elicitation

Shiyao Zhang; Omar Faruk; Robert Porzel; Dennis Küster; Tanja Schultz; Hui Liu

https://doi.org/10.1109/ABC61795.2024.10652090

Mar 2024 // journal-article

Taxonomy and Real-Time Classification of Artifacts During Biosignal Acquisition: A Starter Study and Dataset of ECG

IEEE Sensors Journal

Hui Liu; Shiyao Zhang; Hugo Gamboa; Tingting Xue; Congcong Zhou; Tanja Schultz

https://doi.org/10.1109/JSEN.2024.3356651

Mar 2024 // journal-article

MS2OD: outlier detection using minimum spanning tree and medoid selection

Machine Learning: Science and Technology

Jia Li; Jiangwei Li; Chenxu Wang; Fons J Verbeek; Tanja Schultz; Hui Liu

https://doi.org/10.1088/2632-2153/ad2492

Jan 2024 // journal-article

Brain Topology Modeling With EEG-Graphs for Auditory Spatial Attention Detection

IEEE Transactions on Biomedical Engineering

Siqi Cai; Tanja Schultz; Haizhou Li

https://doi.org/10.1109/TBME.2023.3294242

2024 // journal-article

Attention and Sequence Modeling for Match-Mismatch Classification of Speech Stimulus and EEG Response

IEEE Open Journal of Signal Processing

Marvin Borsdorf; Siqi Cai; Saurav Pahuja; Dashanka De Silva; Haizhou Li; Tanja Schultz

https://doi.org/10.1109/OJSP.2023.3340063

Dec 2023 // conference-paper

An Overview of the ICASSP Special Session on AI Security and Privacy in Speech and Audio Processing

Zhao Ren; Kun Qian; Tanja Schultz; Björn W. Schuller

https://doi.org/10.1145/3611380.3628563

Sep 2023 // journal-article

Biosignals meet Adaptive Systems

SN Applied Sciences

Tanja Schultz; Alexander Maedche

https://doi.org/10.1007/s42452-023-05412-w

Mar 2023 // journal-article

EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study

Multimodal Technologies and Interaction

Birte Richter; Felix Putze; Gabriel Ivucic; Mara Brandt; Christian Schütze; Rafael Reisenhofer; Britta Wrede; Tanja Schultz

https://doi.org/10.3390/mti7040037

Jan 2023 // journal-article

Künstliche Intelligenz und Ethik im Gesundheitswesen – Spagat oder Symbiose?

Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz

Dennis Küster; Tanja Schultz

https://dx.doi.org/10.1007/s00103-022-03653-5

2023 // book-chapter

High-Level Features for Human Activity Recognition and Modeling

Yale Hartmann; Hui Liu; Tanja Schultz

https://doi.org/10.1007/978-3-031-38854-5_8

2023 // journal-article

The nested hierarchy of overt, mouthed, and imagined speech activity evident in intracranial recordings

NeuroImage

Soroush, P.Z.; Herff, C.; Ries, S.K.; Shih, J.J.; Schultz, T.; Krusienski, D.J.

DOI: 10.1016/j.neuroimage.2023.119913

Dec 2022 // journal-article

Sensor-Based Human Activity and Behavior Research: Where Advanced Sensing and Recognition Technologies Meet

Sensors

Hui Liu; Hugo Gamboa; Tanja Schultz

https://doi.org/10.3390/s23010125

Dec 2022 // journal-article

Feature-Based Information Retrieval of Multimodal Biosignals with a Self-Similarity Matrix: Focus on Automatic Segmentation

Biosensors

João Rodrigues; Hui Liu; Duarte Folgado; David Belo; Tanja Schultz; Hugo Gamboa

https://doi.org/10.3390/bios12121182

Aug 2022 // journal-article

Bell Shape Embodying Zhongyong: The Pitch Histogram of Traditional Chinese Anhemitonic Pentatonic Folk Songs

Applied Sciences

Hui Liu; Kun Jiang; Hugo Gamboa; Tingting Xue; Tanja Schultz

https://doi.org/10.3390/app12168343

Jul 2022 // journal-article

STAnet: A Spatiotemporal Attention Network for Decoding Auditory Spatial Attention From EEG

IEEE Transactions on Biomedical Engineering

Enze Su; Siqi Cai; Longhan Xie; Haizhou Li; Tanja Schultz

https://doi.org/10.1109/TBME.2022.3140246

May 2022 // journal-article

Multilingual speech recognition for GlobalPhone languages

Speech Communication

Martha Yifiru Tachbelie; Solomon Teferra Abate; Tanja Schultz

https://doi.org/10.1016/j.specom.2022.03.006

2022 // conference-paper

Normalization of code-switched text for speech synthesis

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

Manghat, S.; Manghat, S.; Schultz, T.

DOI: 10.21437/Interspeech.2022-10719

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 // journal-article

Self-Supervised Learning of Neural Speech Representations From Unlabeled Intracranial Signals

IEEE Access

Srdjan Lesaja; Morgan Stuart; Jerry J. Shih; Pedram Z. Soroush; Tanja Schultz; Milos Manic; Dean J. Krusienski

https://doi.org/10.1109/ACCESS.2022.3230688

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 // 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

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

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 // 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

https://doi.org/10.1109/TNSRE.2022.3207624

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Prof. Tanja Schultz

Publikationen

Human Activity Recognition, Monitoring, and Analysis Facilitated by Novel and Widespread Applications of Sensors

Examining the Effects of Human-Likeness of Avatars on Emotion Perception and Emotion Elicitation

Taxonomy and Real-Time Classification of Artifacts During Biosignal Acquisition: A Starter Study and Dataset of ECG

MS2OD: outlier detection using minimum spanning tree and medoid selection

Brain Topology Modeling With EEG-Graphs for Auditory Spatial Attention Detection

Attention and Sequence Modeling for Match-Mismatch Classification of Speech Stimulus and EEG Response

An Overview of the ICASSP Special Session on AI Security and Privacy in Speech and Audio Processing

Biosignals meet Adaptive Systems

EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study

Künstliche Intelligenz und Ethik im Gesundheitswesen – Spagat oder Symbiose?

High-Level Features for Human Activity Recognition and Modeling

The nested hierarchy of overt, mouthed, and imagined speech activity evident in intracranial recordings

Sensor-Based Human Activity and Behavior Research: Where Advanced Sensing and Recognition Technologies Meet

Feature-Based Information Retrieval of Multimodal Biosignals with a Self-Similarity Matrix: Focus on Automatic Segmentation

Bell Shape Embodying Zhongyong: The Pitch Histogram of Traditional Chinese Anhemitonic Pentatonic Folk Songs

STAnet: A Spatiotemporal Attention Network for Decoding Auditory Spatial Attention From EEG

Multilingual speech recognition for GlobalPhone languages

Normalization of code-switched text for speech synthesis

Contributions of Stereotactic EEG Electrodes in Grey and White Matter to Speech Activity Detection

Self-Supervised Learning of Neural Speech Representations From Unlabeled Intracranial Signals

Blind Language Separation: Disentangling Multilingual Cocktail Party Voices by Language

Deep Learning Approaches for Detecting Alzheimer's Dementia from Conversational Speech of ILSE Study

Interactive and Interpretable Online Human Activity Recognition

AN OVERVIEW OF THE FIRST ICASSP SPECIAL SESSION ON COMPUTER AUDITION FOR HEALTHCARE

An Interpretable Deep Learning Model for Speech Activity Detection Using Electrocorticographic Signals

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