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Christian Herff

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affiliation: University of Bremen, Cognitive Systems Lab, Germany
affiliation: Karlsruhe Institute of Technology (KIT), Cognitive Systems Lab, Germany

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2020 – today

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2023
[j5]
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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: 119913 (2023)
[c32]
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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: 1-4
[c31]
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Michael Dexheimer, Garett D. Johnson, Jerry J. Shih, Christian Herff, Dean J. Krusienski:
Modeling of Perceived Musical Rhythms Using Electrocorticography. SMC 2023: 4758-4763
[c30]
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Christian Herff, Maxime Verwoert, Joaquín Amigó-Vega, Maarten C. Ottenhoff:
Semantic Representations of Speech Production in Intracranial EEG. SMC 2023: 4764-4769
2022
[c29]
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Pedram Zanganeh Soroush, Christian Herff, Stephanie K. Riès, Jerry J. Shih, Tanja Schultz, Dean J. Krusienski:
Contributions of Stereotactic EEG Electrodes in Grey and White Matter to Speech Activity Detection. EMBC 2022: 4789-4792
[c28]
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Miguel Angrick, Maarten C. Ottenhoff, Lorenz Diener, Darius Ivucic, Gabriel Ivucic, Sophocles Goulis, Albert J. Colon, G. Louis Wagner, Dean J. Krusienski, Pieter Leonard Kubben, Tanja Schultz, Christian Herff:
Towards Closed-Loop Speech Synthesis from Stereotactic EEG: A Unit Selection Approach. ICASSP 2022: 1296-1300
2021
[j4]
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  - journals/data/HabetsHLSTKKH21
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Jeroen G. V. Habets, Margot Heijmans, Albert F. G. Leentjens, Claudia J. P. Simons, Yasin Temel, Mark L. Kuijf, Pieter Leonard Kubben, Christian Herff:
A Long-Term, Real-Life Parkinson Monitoring Database Combining Unscripted Objective and Subjective Recordings. Data 6(2): 22 (2021)
[j3]
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Jeroen G. V. Habets, Christian Herff, Pieter Leonard Kubben, Mark L. Kuijf, Yasin Temel, Luc J. W. Evers, Bastiaan R. Bloem, Philip A. Starr, Ro'ee Gilron, Simon Little:
Rapid Dynamic Naturalistic Monitoring of Bradykinesia in Parkinson's Disease Using a Wrist-Worn Accelerometer. Sensors 21(23): 7876 (2021)
[c27]
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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: 6045-6048
[c26]
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Maarten C. Ottenhoff, Sophocles Goulis, G. Louis Wagner, Simon Tousseyn, Albert J. Colon, Pieter Leonard Kubben, Christian Herff:
Continuously Decoding Grasping Movements using Stereotactic Depth Electrodes. EMBC 2021: 6098-6101
[i1]
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  - journals/corr/abs-2111-01457
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Jonas Kohler, Maarten C. Ottenhoff, Sophocles Goulis, Miguel Angrick, Albert J. Colon, G. Louis Wagner, Simon Tousseyn, Pieter Leonard Kubben, Christian Herff:
Synthesizing Speech from Intracranial Depth Electrodes using an Encoder-Decoder Framework. CoRR abs/2111.01457 (2021)
2020
[c25]
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  - conf/interspeech/AngrickHJSKS20
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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: 2777-2781

2010 – 2019

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2019
[j2]
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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: 145-151 (2019)
[c24]
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Margot Heijmans, Jeroen G. V. Habets, Mark L. Kuijf, Pieter Leonard Kubben, Christian Herff:
Evaluation of Parkinson's Disease at Home: Predicting Tremor from Wearable Sensors. EMBC 2019: 584-587
[c23]
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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: 3103-3106
[c22]
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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: 3111-3114
[c21]
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Christoph Tremmel, Christian Herff, Dean J. Krusienski:
EEG Movement Artifact Suppression in Interactive Virtual Reality. EMBC 2019: 4576-4579
[c20]
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  - conf/ner/LesajaHJSSK19
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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: 522-525
2018
[c19]
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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
2017
[j1]
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Tanja Schultz, Michael Wand, Thomas Hueber, Dean J. Krusienski, Christian Herff, Jonathan S. Brumberg:
Biosignal-Based Spoken Communication: A Survey. IEEE ACM Trans. Audio Speech Lang. Process. 25(12): 2257-2271 (2017)
[c18]
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Jochen Weiner, Lorenz Diener, Simon Stelter, Eike Externest, Sebastian Kühl, Christian Herff, Felix Putze, Timo Schulze, Mazen Salous, Hui Liu, Dennis Küster, Tanja Schultz:
Bremen Big Data Challenge 2017: Predicting University Cafeteria Load. KI 2017: 380-386
[p1]
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Christian Herff, Adriana de Pesters, Dominic Heger, Peter Brunner, Gerwin Schalk, Tanja Schultz:
Towards Continuous Speech Recognition for BCI. Brain-Computer Interface Research (5) 2017: 21-29
2016
[b1]
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Christian Herff:
Speech Processes for Brain-Computer Interfaces. University of Bremen, Germany, 2016
[c17]
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Lorenz Diener, Christian Herff, Matthias Janke, Tanja Schultz:
An initial investigation into the real-time conversion of facial surface EMG signals to audible speech. EMBC 2016: 888-891
[c16]
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Christian Herff, Garett D. Johnson, Lorenz Diener, Jerry J. Shih, Dean J. Krusienski, Tanja Schultz:
Towards direct speech synthesis from ECoG: A pilot study. EMBC 2016: 1540-1543
[c15]
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Jochen Weiner, Christian Herff, Tanja Schultz:
Speech-Based Detection of Alzheimer's Disease in Conversational German. INTERSPEECH 2016: 1938-1942
2015
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Johannes Hennrich, Christian Herff, Dominic Heger, Tanja Schultz:
Investigating deep learning for fNIRS based BCI. EMBC 2015: 2844-2847
[c13]
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Dominic Heger, Christian Herff, Adriana de Pesters, Dominic Telaar, Peter Brunner, Gerwin Schalk, Tanja Schultz:
Continuous speech recognition from ECoG. INTERSPEECH 2015: 1131-1135
[c12]
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Christian Herff, Ole Fortmann, Chun-Yu Tse, Xiaoqin Cheng, Felix Putze, Dominic Heger, Tanja Schultz:
Hybrid fNIRS-EEG based discrimination of 5 levels of memory load. NER 2015: 5-8
[c11]
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Dominic Heger, Christian Herff, Felix Putze, Tanja Schultz:
Joint optimization for discriminative, compact and robust Brain-Computer Interfacing. NER 2015: 82-85
2014
[c10]
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Dominic Heger, Christian Herff, Tanja Schultz:
Combining feature extraction and classification for fNIRS BCIs by regularized least squares optimization. EMBC 2014: 2012-2015
[c9]
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Dominic Telaar, Michael Wand, Dirk Gehrig, Felix Putze, Christoph Amma, Dominic Heger, Ngoc Thang Vu, Mark Erhardt, Tim Schlippe, Matthias Janke, Christian Herff, Tanja Schultz:
BioKIT - real-time decoder for biosignal processing. INTERSPEECH 2014: 2650-2654
2013
[c8]
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  - conf/acii/HegerMHPS13
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Dominic Heger, Reinhard Mutter, Christian Herff, Felix Putze, Tanja Schultz:
Continuous Recognition of Affective States by Functional Near Infrared Spectroscopy Signals. ACII 2013: 832-837
[c7]
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Christian Herff, Dominic Heger, Felix Putze, Johannes Hennrich, Ole Fortmann, Tanja Schultz:
Classification of mental tasks in the prefrontal cortex using fNIRS. EMBC 2013: 2160-2163
[c6]
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Dominic Heger, Felix Putze, Christian Herff, Tanja Schultz:
Subject-to-subject transfer for CSP based BCIs: Feature space transformation and decision-level fusion. EMBC 2013: 5614-5617
[c5]
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Felix Putze, Jutta Hild, Rainer Kärgel, Christian Herff, Alexander Redmann, Jürgen Beyerer, Tanja Schultz:
Locating user attention using eye tracking and EEG for spatio-temporal event selection. IUI 2013: 129-136
2012
[c4]
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Christian Herff, Felix Putze, Dominic Heger, Cuntai Guan, Tanja Schultz:
Speaking mode recognition from functional Near Infrared Spectroscopy. EMBC 2012: 1715-1718
[c3]
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Christian Herff, Dominic Heger, Felix Putze, Cuntai Guan, Tanja Schultz:
Cross-Subject Classification of Speaking Modes Using fNIRS. ICONIP (2) 2012: 417-424
2011
[c2]
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  - conf/interspeech/HerffJWS11
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Christian Herff, Matthias Janke, Michael Wand, Tanja Schultz:
Impact of Different Feedback Mechanisms in EMG-Based Speech Recognition. INTERSPEECH 2011: 2213-2216
2010
[c1]
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Jan Niehues, Mohammed Mediani, Teresa Herrmann, Michael Heck, Christian Herff, Alex Waibel:
The KIT translation system for IWSLT 2010. IWSLT 2010: 93-98

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