Tanja Schultz

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 137

Top Venues

Karlsruhe Institute of Technology, Germany (PHD)

Education History

Karlsruhe Institute of Technology, Germany

PHD

Publications

Siqi Cai, Tanja Schultz, Haizhou Li
Brain Topology Modeling With EEG-Graphs for Auditory Spatial Attention Detection. IEEE Trans. Biomed. Eng. 71 (1) (2024)
Yi Chang, Zhao Ren, Zixing Zhang, Xin Jing, Kun Qian, Xi Shao, Bin Hu, Tanja Schultz, Björn W. Schuller
STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition. CoRR (2024)
Daniel Reich, Tanja Schultz
Uncovering the Full Potential of Visual Grounding Methods in VQA. CoRR (2024)
Zhao Ren, Kun Qian, Tanja Schultz, Björn W. Schuller
An Overview of the ICASSP Special Session on AI Security and Privacy in Speech and Audio Processing. MMAsia (Workshops) (2023)
Hui Liu, Tingting Xue, Tanja Schultz
On a Real Real-Time Wearable Human Activity Recognition System. HEALTHINF (2023)
Kevin Scheck, Tanja Schultz
Multi-Speaker Speech Synthesis from Electromyographic Signals by Soft Speech Unit Prediction. ICASSP (2023)
Marvin Borsdorf, Saurav Pahuja, Gabriel Ivucic, Siqi Cai, Haizhou Li, Tanja Schultz
Multi-Head Attention and GRU for Improved Match-Mismatch Classification of Speech Stimulus and EEG Response. ICASSP (2023)
Pedram Zanganeh Soroush, Christian Herff, Stephanie K. Riès, Jerry J. Shih, Tanja Schultz, Dean J. Krusienski
The nested hierarchy of overt, mouthed, and imagined speech activity evident in intracranial recordings. NeuroImage 269 (2023)
Saurav Pahuja, Gabriel Ivucic, Felix Putze, Siqi Cai, Haizhou Li, Tanja Schultz
Enhancing Subject-Independent EEG-Based Auditory Attention Decoding with WGAN and Pearson Correlation Coefficient. SMC (2023)
Saurav Pahuja, Siqi Cai, Tanja Schultz, Haizhou Li
XAnet: Cross-Attention Between EEG of Left and Right Brain for Auditory Attention Decoding. NER (2023)
Daniel Reich, Felix Putze, Tanja Schultz
Measuring Faithful and Plausible Visual Grounding in VQA. EMNLP (Findings) (2023)
Hui Liu, Hugo Gamboa, Tanja Schultz
Sensor-Based Human Activity and Behavior Research: Where Advanced Sensing and Recognition Technologies Meet. Sensors 23 (1) (2023)
Birte Richter, Felix Putze, Gabriel Ivucic, Mara Brandt, Christian Schütze, Rafael Reisenhofer, Britta Wrede, Tanja Schultz
EEG Correlates of Distractions and Hesitations in Human-Robot Interaction: A LabLinking Pilot Study. Multimodal Technol. Interact. 7 (4) (2023)
Pedram Zanganeh Soroush, S. Y. Cole, Christian Herff, Stephanie K. Riès, Jerry J. Shih, Tanja Schultz, Dean J. Krusienski
Discrimination of Overt, Mouthed, and Imagined Speech Activity using Stereotactic EEG. NER (2023)
Daniel Reich, Felix Putze, Tanja Schultz
Measuring Faithful and Plausible Visual Grounding in VQA. CoRR (2023)
Catarina Botelho, Tanja Schultz, Alberto Abad, Isabel Trancoso
Challenges of using longitudinal and cross-domain corpora on studies of pathological speech. INTERSPEECH (2022)
Yale Hartmann, Hui Liu, Steffen Lahrberg, Tanja Schultz
Interpretable High-level Features for Human Activity Recognition. BIOSIGNALS (2022)
Duarte Folgado, Marília Barandas, Margarida Antunes, Maria Lua Nunes, Hui Liu, Yale Hartmann, Tanja Schultz, Hugo Gamboa
TSSEARCH: Time Series Subsequence Search Library. SoftwareX 18 (2022)
Mazen Salous, Dennis Küster, Kevin Scheck, Aytac Dikfidan, Tim Neumann, Felix Putze, Tanja Schultz
SmartHelm: User Studies from Lab to Field for Attention Modeling. SMC (2022)
Sreeram Manghat, Sreeja Manghat, Tanja Schultz
Normalization of code-switched text for speech synthesis. INTERSPEECH (2022)
Hui Liu, Tingting Xue, Tanja Schultz
Merged Pitch Histograms and Pitch-duration Histograms. SIGMAP (2022)
Daniel Reich, Felix Putze, Tanja Schultz
Visually Grounded VQA by Lattice-based Retrieval. CoRR (2022)
Hui Liu, Yale Hartmann, Tanja Schultz
A Practical Wearable Sensor-based Human Activity Recognition Research Pipeline. HEALTHINF (2022)
Ayimnisagul Ablimit, Karen Scholz, Tanja Schultz
Deep Learning Approaches for Detecting Alzheimer's Dementia from Conversational Speech of ILSE Study. INTERSPEECH (2022)
Yale Hartmann, Hui Liu, Tanja Schultz
High-Level Features for Human Activity Recognition and Modeling. BIOSTEC (Selected Papers) (2022)
Yale Hartmann, Hui Liu, Tanja Schultz
Interactive and Interpretable Online Human Activity Recognition. PerCom Workshops (2022)
Pedram Zanganeh Soroush, Christian Herff, Stephanie Ries, Jerry J. Shih, Tanja Schultz, Dean J. Krusienski
Contributions of Stereotactic EEG Electrodes in Grey and White Matter to Speech Activity Detection. EMBC (2022)
Enze Su, Siqi Cai, Longhan Xie, Haizhou Li, Tanja Schultz
STAnet: A Spatiotemporal Attention Network for Decoding Auditory Spatial Attention From EEG. IEEE Trans. Biomed. Eng. 69 (7) (2022)
Ayimnisagul Ablimit, Catarina Botelho, Alberto Abad, Tanja Schultz, Isabel Trancoso
Exploring Dementia Detection from Speech: Cross Corpus Analysis. ICASSP (2022)
Martha Yifiru Tachbelie, Solomon Teferra Abate, Tanja Schultz
Multilingual speech recognition for GlobalPhone languages. Speech Commun. 140 (2022)
Marvin Borsdorf, Kevin Scheck, Haizhou Li, Tanja Schultz
Blind Language Separation: Disentangling Multilingual Cocktail Party Voices by Language. INTERSPEECH (2022)
Marvin Borsdorf, Kevin Scheck, Haizhou Li, Tanja Schultz
Experts Versus All-Rounders: Target Language Extraction for Multiple Target Languages. ICASSP (2022)
Miguel Angrick, Maarten C. Ottenhoff, Lorenz Diener, Darius Ivucic, Gabriel Ivucic, Sophocles Goulis, Albert J. Colon, Louis Wagner, Dean J. Krusienski, Pieter L. Kubben, Tanja Schultz, Christian Herff
Towards Closed-Loop Speech Synthesis from Stereotactic EEG: A Unit Selection Approach. ICASSP (2022)
Hui Liu, Tanja Schultz
How Long Are Various Types of Daily Activities? Statistical Analysis of a Multimodal Wearable Sensor-based Human Activity Dataset. HEALTHINF (2022)
Sreeja Manghat, Sreeram Manghat, Tanja Schultz
Hybrid sub-word segmentation for handling long tail in morphologically rich low resource languages. ICASSP (2022)
Srdjan Lesaja, Morgan Stuart, Jerry J. Shih, Pedram Zanganeh Soroush, Tanja Schultz, Milos Manic, Dean J. Krusienski
Self-Supervised Learning of Neural Speech Representations From Unlabeled Intracranial Signals. IEEE Access 10 (2022)
Lars Steinert, Fynn Linus Kölling, Felix Putze, Dennis Küster, Tanja Schultz
Evaluation of an Engagement-Aware Recommender System for People with Dementia. UMAP (2022)
Kun Qian, Tanja Schultz, Björn W. Schuller
An Overview of the FIRST ICASSP Special Session on Computer Audition for Healthcare. ICASSP (2022)
Inma Hernáez, José Andrés González López, Eva Navas, José Luis Pérez-Córdoba, Ibon Saratxaga, Gonzalo Olivares, Jon Sánchez de la Fuente, Alberto Galdón, Víctor García Romillo, Míriam González-Atienza, Tanja Schultz, Phil D. Green, Michael Wand, Ricard Marxer, Lorenz Diener
Voice Restoration with Silent Speech Interfaces (ReSSInt). IberSPEECH (2021)
Marvin Borsdorf, Haizhou Li, Tanja Schultz
Target Language Extraction at Multilingual Cocktail Parties. ASRU (2021)
Catarina Botelho, Alberto Abad, Tanja Schultz, Isabel Trancoso
Visual Speech for Obstructive Sleep Apnea Detection. Interspeech (2021)
Siqi Cai, Pengcheng Sun, Tanja Schultz, Haizhou Li
Low-latency auditory spatial attention detection based on spectro-spatial features from EEG. CoRR (2021)
Dennis Küster, Felix Putze, David St-Onge, Pascal E. Fortin, Nerea Urrestilla, Tanja Schultz
3rd Workshop on Modeling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild. ICMI (2021)
Siqi Cai, Pengcheng Sun, Tanja Schultz, Haizhou Li
Low-Latency Auditory Spatial Attention Detection Based on Spectro-Spatial Features from EEG. EMBC (2021)
Hui Liu, Yale Hartmann, Tanja Schultz
CSL-SHARE: A Multimodal Wearable Sensor-Based Human Activity Dataset. Frontiers Comput. Sci. 3 (2021)
Marvin Borsdorf, Chenglin Xu, Haizhou Li, Tanja Schultz
Universal Speaker Extraction in the Presence and Absence of Target Speakers for Speech of One and Two Talkers. Interspeech (2021)
Hui Liu, Yale Hartmann, Tanja Schultz
Corrigendum: CSL-SHARE: A Multimodal Wearable Sensor-Based Human Activity Dataset. Frontiers Comput. Sci. 3 (2021)
Lars Steinert, Felix Putze, Dennis Küster, Tanja Schultz
Audio-Visual Recognition of Emotional Engagement of People with Dementia. Interspeech (2021)
Yale Hartmann, Hui Liu, Tanja Schultz
Feature Space Reduction for Human Activity Recognition based on Multi-channel Biosignals. BIOSIGNALS (2021)
Lars Steinert, Felix Putze, Dennis Küster, Tanja Schultz
Predicting Activation Liking of People With Dementia. Frontiers Comput. Sci. 3 (2021)
Ayimnisagul Ablimit, Tanja Schultz
Automatic Speech Recognition for Dementia Screening using ILSE-Interviews. ITG Conference on Speech Communication (2021)
Tanja Schultz, Felix Putze, Thorsten Fehr, Moritz Meier, Celeste Mason, Florian Ahrens, Manfred Herrmann
Linking Labs: Interconnecting Experimental Environments. CoRR (2021)
Daniel Reich, Felix Putze, Tanja Schultz
Adventurer's Treasure Hunt: A Transparent System for Visually Grounded Compositional Visual Question Answering based on Scene Graphs. CoRR (2021)
Solomon Teferra Abate, Martha Yifiru Tachbelie, Tanja Schultz
End-to-End Multilingual Automatic Speech Recognition for Less-Resourced Languages: The Case of Four Ethiopian Languages. ICASSP (2021)
Miguel Angrick, Maarten C. Ottenhoff, Sophocles Goulis, Albert J. Colon, G. Louis Wagner, Dean J. Krusienski, Pieter Leonard Kubben, Tanja Schultz, Christian Herff
Speech Synthesis from Stereotactic EEG using an Electrode Shaft Dependent Multi-Input Convolutional Neural Network Approach. EMBC (2021)
Hui Liu, Yale Hartmann, Tanja Schultz
Motion Units: Generalized Sequence Modeling of Human Activities for Sensor-Based Activity Recognition. EUSIPCO (2021)
Claudia Frankenberg, Jochen Weiner, Maren Knebel, Ayimunishagu Abulimiti, Pablo Toro, Christina J. Herold, Tanja Schultz, Johannes Schröder
Verbal fluency in normal aging and cognitive decline: Results of a longitudinal study. Comput. Speech Lang. 68 (2021)
Marvin Borsdorf, Chenglin Xu, Haizhou Li, Tanja Schultz
GlobalPhone Mix-To-Separate Out of 2: A Multilingual 2000 Speakers Mixtures Database for Speech Separation. Interspeech (2021)
Solomon Teferra Abate, Martha Yifiru Tachbelie, Tanja Schultz
Multilingual Acoustic and Language Modeling for Ethio-Semitic Languages. INTERSPEECH (2020)
Martha Yifiru Tachbelie, Ayimunishagu Abulimiti, Solomon Teferra Abate, Tanja Schultz
DNN-Based Speech Recognition for Globalphone Languages. ICASSP (2020)
Solomon Teferra Abate, Martha Yifiru Tachbelie, Tanja Schultz
Deep Neural Networks Based Automatic Speech Recognition for Four Ethiopian Languages. ICASSP (2020)
Miguel Angrick, Christian Herff, Garett D. Johnson, Jerry J. Shih, Dean J. Krusienski, Tanja Schultz
Speech Spectrogram Estimation from Intracranial Brain Activity Using a Quantization Approach. INTERSPEECH (2020)
Dennis Küster, Felix Putze, Patricia Alves-Oliveira, Maike Paetzel, Tanja Schultz
Modeling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild. ICMI (2020)
Celeste Mason, Konrad Gadzicki, Moritz Meier, Florian Ahrens, Thorsten Kluss, Jaime Maldonado, Felix Putze, Thorsten Fehr, Christoph Zetzsche, Manfred Herrmann, Kerstin Schill, Tanja Schultz
From Human to Robot Everyday Activity. IROS (2020)
M. Catarina Botelho, Lorenz Diener, Dennis Küster, Kevin Scheck, Shahin Amiriparian, Björn W. Schuller, Tanja Schultz, Alberto Abad, Isabel Trancoso
Toward Silent Paralinguistics: Speech-to-EMG - Retrieving Articulatory Muscle Activity from Speech. INTERSPEECH (2020)
Lorenz Diener, Mehrdad Roustay Vishkasougheh, Tanja Schultz
CSL-EMG_Array: An Open Access Corpus for EMG-to-Speech Conversion. INTERSPEECH (2020)
Ayimunishagu Abulimiti, Jochen Weiner, Tanja Schultz
Automatic Speech Recognition for ILSE-Interviews: Longitudinal Conversational Speech Recordings Covering Aging and Cognitive Decline. INTERSPEECH (2020)
Lorenz Diener, Shahin Amiriparian, Catarina Botelho, Kevin Scheck, Dennis Küster, Isabel Trancoso, Björn W. Schuller, Tanja Schultz
Towards Silent Paralinguistics: Deriving Speaking Mode and Speaker ID from Electromyographic Signals. INTERSPEECH (2020)
Ayimunishagu Abulimiti, Tanja Schultz
Automatic Speech Recognition for Uyghur through Multilingual Acoustic Modeling. LREC (2020)
Ayimunishagu Abulimiti, Tanja Schultz
Building Language Models for Morphological Rich Low-Resource Languages using Data from Related Donor Languages: the Case of Uyghur. SLTU/CCURL@LREC (2020)
Martha Yifiru Tachbelie, Solomon Teferra Abate, Tanja Schultz
Development of Multilingual ASR Using GlobalPhone for Less-Resourced Languages: The Case of Ethiopian Languages. INTERSPEECH (2020)
Martha Yifiru Tachbelie, Solomon Teferra Abate, Tanja Schultz
Analysis of GlobalPhone and Ethiopian Languages Speech Corpora for Multilingual ASR. LREC (2020)
Felix Putze, Tilman Ihrig, Tanja Schultz, Wolfgang Stuerzlinger
Platform for Studying Self-Repairing Auto-Corrections in Mobile Text Entry based on Brain Activity, Gaze, and Context. CHI (2020)
Marília Barandas, Duarte Folgado, Letícia Fernandes, Sara Santos, Mariana Abreu, Patrícia J. Bota, Hui Liu, Tanja Schultz, Hugo Gamboa
TSFEL: Time Series Feature Extraction Library. SoftwareX 11 (2020)
Sromona Chatterjee, Kevin Scheck, Dennis Küster, Felix Putze, Harish Moturu, Johannes Schering, Jorge Marx Gómez, Tanja Schultz
SmartHelm: Towards Multimodal Detection of Attention in an Outdoor Augmented Reality Biking Scenario. ICMI Companion (2020)
Martha Yifiru Tachbelie, Solomon Teferra Abate, Tanja Schultz
DNN-Based Multilingual Automatic Speech Recognition for Wolaytta using Oromo Speech. SLTU/CCURL@LREC (2020)
Felix Putze, Merlin Burri, Lisa-Marie Vortmann, Tanja Schultz
Model-based Prediction of Exogeneous and Endogeneous Attention Shifts During an Everyday Activity. ICMI Companion (2020)
Sreeja Manghat, Sreeram Manghat, Tanja Schultz
Malayalam-English Code-Switched: Grapheme to Phoneme System. INTERSPEECH (2020)
Lars Steinert, Felix Putze, Dennis Küster, Tanja Schultz
Towards Engagement Recognition of People with Dementia in Care Settings. ICMI (2020)
Yale Hartmann, Hui Liu, Tanja Schultz
Feature Space Reduction for Multimodal Human Activity Recognition. BIOSIGNALS (2020)
Tanja Schultz
Biosignal Processing for Human-Machine Interaction. INTERSPEECH (2019)
Srdjan Lesaja, Christian Herff, Garett D. Johnson, Jerry J. Shih, Tanja Schultz, Dean J. Krusienski
Decoding Lip Movements During Continuous Speech using Electrocorticography. NER (2019)
Lorenz Diener, Tejas Umesh, Tanja Schultz
Improving Fundamental Frequency Generation in EMG-to-Speech Conversion Using a Quantization Approach. ASRU (2019)
Jochen Weiner, Claudia Frankenberg, Johannes Schröder, Tanja Schultz
Speech Reveals Future Risk of Developing Dementia: Predictive Dementia Screening from Biographic Interviews. ASRU (2019)
Miguel Angrick, Christian Herff, Garett D. Johnson, Jerry J. Shih, Dean J. Krusienski, Tanja Schultz
Interpretation of convolutional neural networks for speech spectrogram regression from intracranial recordings. Neurocomputing 342 (2019)
Tanja Schultz, Miguel Angrick, Lorenz Diener, Dennis Küster, Moritz Meier, Dean J. Krusienski, Christian Herff, Jonathan S. Brumberg
Towards Restoration of Articulatory Movements: Functional Electrical Stimulation of Orofacial Muscles. EMBC (2019)
Mazen Salous, Felix Putze, Markus Ihrig, Tanja Schultz
Visual and Memory-based HCI Obstacles: Behaviour-based Detection and User Interface Adaptations Analysis. SMC (2019)
Hui Liu, Tanja Schultz
A Wearable Real-time Human Activity Recognition System using Biosensors Integrated into a Knee Bandage. BIODEVICES (2019)
Krsto Prorokovic, Michael Wand, Tanja Schultz, Jürgen Schmidhuber
Adaptation of an EMG-Based Speech Recognizer via Meta-Learning. GlobalSIP (2019)
Moritz Meier, Celeste Mason, Felix Putze, Tanja Schultz
Comparative Analysis of Think-Aloud Methods for Everyday Activities in the Context of Cognitive Robotics. INTERSPEECH (2019)
Felix Putze, Christian Herff, Christoph Tremmel, Tanja Schultz, Dean J. Krusienski
Decoding Mental Workload in Virtual Environments: A fNIRS Study using an Immersive n-back Task. EMBC (2019)
Felix Putze, Dennis Weiß, Lisa-Marie Vortmann, Tanja Schultz
Augmented Reality Interface for Smart Home Control using SSVEP-BCI and Eye Gaze. SMC (2019)
Lorenz Diener, Tanja Schultz
Investigating Objective Intelligibility in Real-Time EMG-to-Speech Conversion. INTERSPEECH (2018)
Mazen Salous, Felix Putze, Tanja Schultz, Jutta Hild, Jürgen Beyerer
Investigating static and sequential models for intervention-free selection using multimodal data of EEG and eye tracking. MCPMD@ICMI (2018)
Miguel Angrick, Christian Herff, Garett D. Johnson, Jerry J. Shih, Dean J. Krusienski, Tanja Schultz
interpretation of convolutional neural networks for speech regression from electrocorticography. ESANN (2018)
Lorenz Diener, Sebastian Bredehoeft, Tanja Schultz
A comparison of EMG-to-Speech Conversion for Isolated and Continuous Speech. ITG Symposium on Speech Communication (2018)
Michael Wand, Tanja Schultz, Jürgen Schmidhuber
Domain-Adversarial Training for Session Independent EMG-based Speech Recognition. INTERSPEECH (2018)
Jochen Weiner, Tanja Schultz
Selecting Features for Automatic Screening for Dementia Based on Speech. SPECOM (2018)
Felix Putze, Jutta Hild, Akane Sano, Enkelejda Kasneci, Erin Solovey, Tanja Schultz
Modeling Cognitive Processes from Multimodal Signals. ICMI (2018)
Jochen Weiner, Miguel Angrick, Srinivasan Umesh, Tanja Schultz
Investigating the Effect of Audio Duration on Dementia Detection Using Acoustic Features. INTERSPEECH (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tanja Schultz