Christian Herff

Orcid: 0000-0002-5610-2618

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


According to our database1, Christian Herff authored at least 40 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

Online presence:

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Bibliography

2023
The nested hierarchy of overt, mouthed, and imagined speech activity evident in intracranial recordings.
NeuroImage, April, 2023

Semantic Representations of Speech Production in Intracranial EEG.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Modeling of Perceived Musical Rhythms Using Electrocorticography.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Discrimination of Overt, Mouthed, and Imagined Speech Activity using Stereotactic EEG.
Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

2022
Towards Closed-Loop Speech Synthesis from Stereotactic EEG: A Unit Selection Approach.
Proceedings of the IEEE International Conference on Acoustics, 2022

Contributions of Stereotactic EEG Electrodes in Grey and White Matter to Speech Activity Detection.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Rapid Dynamic Naturalistic Monitoring of Bradykinesia in Parkinson's Disease Using a Wrist-Worn Accelerometer.
Sensors, 2021

A Long-Term, Real-Life Parkinson Monitoring Database Combining Unscripted Objective and Subjective Recordings.
Data, 2021

Synthesizing Speech from Intracranial Depth Electrodes using an Encoder-Decoder Framework.
CoRR, 2021

Continuously Decoding Grasping Movements using Stereotactic Depth Electrodes.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Speech Synthesis from Stereotactic EEG using an Electrode Shaft Dependent Multi-Input Convolutional Neural Network Approach.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Speech Spectrogram Estimation from Intracranial Brain Activity Using a Quantization Approach.
Proceedings of the Interspeech 2020, 2020

2019
Interpretation of convolutional neural networks for speech spectrogram regression from intracranial recordings.
Neurocomputing, 2019

Decoding Lip Movements During Continuous Speech using Electrocorticography.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

EEG Movement Artifact Suppression in Interactive Virtual Reality.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Towards Restoration of Articulatory Movements: Functional Electrical Stimulation of Orofacial Muscles.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Decoding Mental Workload in Virtual Environments: A fNIRS Study using an Immersive n-back Task.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Evaluation of Parkinson's Disease at Home: Predicting Tremor from Wearable Sensors.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
interpretation of convolutional neural networks for speech regression from electrocorticography.
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2017
Towards Continuous Speech Recognition for BCI.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 5, 2017

Biosignal-Based Spoken Communication: A Survey.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Bremen Big Data Challenge 2017: Predicting University Cafeteria Load.
Proceedings of the KI 2017: Advances in Artificial Intelligence, 2017

2016
Speech Processes for Brain-Computer Interfaces.
PhD thesis, 2016

Speech-Based Detection of Alzheimer's Disease in Conversational German.
Proceedings of the Interspeech 2016, 2016

Towards direct speech synthesis from ECoG: A pilot study.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

An initial investigation into the real-time conversion of facial surface EMG signals to audible speech.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Hybrid fNIRS-EEG based discrimination of 5 levels of memory load.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Joint optimization for discriminative, compact and robust Brain-Computer Interfacing.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Continuous speech recognition from ECoG.
Proceedings of the INTERSPEECH 2015, 2015

Investigating deep learning for fNIRS based BCI.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
BioKIT - real-time decoder for biosignal processing.
Proceedings of the INTERSPEECH 2014, 2014

Combining feature extraction and classification for fNIRS BCIs by regularized least squares optimization.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Locating user attention using eye tracking and EEG for spatio-temporal event selection.
Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

Classification of mental tasks in the prefrontal cortex using fNIRS.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Subject-to-subject transfer for CSP based BCIs: Feature space transformation and decision-level fusion.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Continuous Recognition of Affective States by Functional Near Infrared Spectroscopy Signals.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
Cross-Subject Classification of Speaking Modes Using fNIRS.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Speaking mode recognition from functional Near Infrared Spectroscopy.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Impact of Different Feedback Mechanisms in EMG-Based Speech Recognition.
Proceedings of the INTERSPEECH 2011, 2011

2010
The KIT translation system for IWSLT 2010.
Proceedings of the 2010 International Workshop on Spoken Language Translation, 2010


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