Michael Wand

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 20

Top Venues

INTERSPEECH

CoRR

ICASSP

IEEE Trans. Biomed. Eng.

Karlsruhe Institute of Technology (PHD)

Education History

Karlsruhe Institute of Technology

PHD

Publications

Zhao Ren, Kevin Scheck, Qinhan Hou, Stefano van Gogh, Michael Wand, Tanja Schultz
Diff-ETS: Learning a Diffusion Probabilistic Model for Electromyography-to-Speech Conversion. CoRR (2024)
Mikhail Andronov, Natalia Andronova, Michael Wand, Jürgen Schmidhuber, Djork-Arné Clevert
Accelerating the inference of string generation-based chemical reaction models for industrial applications. CoRR (2024)
Michael Wand, Morten B. Kristoffersen, Andreas W. Franzke, Jürgen Schmidhuber
Analysis of Neural Network Based Proportional Myoelectric Hand Prosthesis Control. IEEE Trans. Biomed. Eng. 69 (7) (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)
Krsto Prorokovic, Michael Wand, Jürgen Schmidhuber
Improving Stateful Premise Selection with Transformers. CICM (2021)
Matteo Riva, Michael Wand, Jürgen Schmidhuber
Motion Dynamics Improve Speaker-Independent Lipreading. ICASSP (2020)
Michael Wand, Jürgen Schmidhuber
Fusion Architectures for Word-Based Audiovisual Speech Recognition. INTERSPEECH (2020)
Luigi Fiorillo, Michael Wand, Italo Marino, Paolo Favaro, Francesca D. Faraci
Temporal dependency in automatic sleep scoring via deep learning based architectures: An empirical study. EMBC (2020)
Krsto Prorokovic, Michael Wand, Tanja Schultz, Jürgen Schmidhuber
Adaptation of an EMG-Based Speech Recognizer via Meta-Learning. GlobalSIP (2019)
Michael Wand, Ngoc Thang Vu, Jürgen Schmidhuber
Investigations on End-to-End Audiovisual Fusion. CoRR (2018)
Michael Wand, Tanja Schultz, Jürgen Schmidhuber
Domain-Adversarial Training for Session Independent EMG-based Speech Recognition. INTERSPEECH (2018)
Michael Wand, Jürgen Schmidhuber, Ngoc Thang Vu
Investigations on End- to-End Audiovisual Fusion. ICASSP (2018)
Michael Wand, Jürgen Schmidhuber
Improving Speaker-Independent Lipreading with Domain-Adversarial Training. CoRR (2017)
Michael Wand, Jürgen Schmidhuber
Improving Speaker-Independent Lipreading with Domain-Adversarial Training. INTERSPEECH (2017)
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) (2017)
Michael Wand, Jan Koutník, Jürgen Schmidhuber
Lipreading with Long Short-Term Memory. CoRR (2016)
Michael Wand, Jürgen Schmidhuber
Deep Neural Network Frontend for Continuous EMG-Based Speech Recognition. INTERSPEECH (2016)
Michael Wand, Jan Koutník, Jürgen Schmidhuber
Lipreading with long short-term memory. ICASSP (2016)
Matthias Janke, Michael Wand
Biosignal-based spoken communication: panel and discussion. INTERSPEECH (2015)
Matthias Janke, Michael Wand
Biosignal-based spoken communication: welcome and introduction. INTERSPEECH (2015)
Till Heistermann, Matthias Janke, Michael Wand, Tanja Schultz
Spatial Artifact Detection for Multi-channel EMG-based Speech Recognition. BIOSIGNALS (2014)
Michael Wand, Tanja Schultz
Towards real-life application of EMG-based speech recognition by using unsupervised adaptation. INTERSPEECH (2014)
Matthias Janke, Michael Wand, Till Heistermann, Tanja Schultz, K. Prahallad
Fundamental frequency generation for whisper-to-audible speech conversion. ICASSP (2014)
Niyawadee Srisuwan, Michael Wand, Matthias Janke, Pornchai Phukpattaranont, Tanja Schultz, Chusak Limsakul
Enhancement of EMG-based Thai number words classification using frame-based time domain features with stacking filter. APSIPA (2014)
Michael Wand, Christopher Schulte, Matthias Janke, Tanja Schultz
Compensation of recording position shifts for a myoelectric Silent Speech Recognizer. ICASSP (2014)
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)
Michael Wand, Tanja Schultz
Pattern learning with deep neural networks in EMG-based speech recognition. EMBC (2014)
Michael Wand, Matthias Janke, Tanja Schultz
Tackling Speaking Mode Varieties in EMG-Based Speech Recognition. IEEE Trans. Biomed. Eng. 61 (10) (2014)
Marlene Zahner, Matthias Janke, Michael Wand, Tanja Schultz
Conversion from facial myoelectric signals to speech: a unit selection approach. INTERSPEECH (2014)
Michael Wand, Matthias Janke, Tanja Schultz
The EMG-UKA corpus for electromyographic speech processing. INTERSPEECH (2014)
Michael Wand, Adam Himmelsbach, Till Heistermann, Matthias Janke, Tanja Schultz
Artifact removal algorithm for an EMG-based Silent Speech Interface. EMBC (2013)
Tanja Schultz, Christoph Amma, Michael Wand, Dominic Heger, Felix Putze
Biosignale-basierte Mensch-Maschine Schnittstellen. Autom. 61 (11) (2013)
Michael Wand, Matthias Janke, Till Heistermann, Christopher Schulte, Adam Himmelsbach, Tanja Schultz
Application of Electrode Arrays for Artifact Removal in an Electromyographic Silent Speech Interface. BIOSTEC (Selected Papers) (2013)
Michael Wand, Christopher Schulte, Matthias Janke, Tanja Schultz
Array-based Electromyographic Silent Speech Interface. BIOSIGNALS (2013)
Michael Wand, Matthias Janke, Tanja Schultz
Decision-tree based Analysis of Speaking Mode Discrepancies in EMG-based Speech Recognition. BIOSIGNALS (2012)
Matthias Janke, Michael Wand, Keigo Nakamura, Tanja Schultz
Further investigations on EMG-to-speech conversion. ICASSP (2012)
Michael Wand, Matthias Janke, Tanja Schultz
Investigations on Speaking Mode Discrepancies in EMG-Based Speech Recognition. INTERSPEECH (2011)
Michael Wand, Tanja Schultz
Session-independent EMG-based Speech Recognition. BIOSIGNALS (2011)
Keigo Nakamura, Matthias Janke, Michael Wand, Tanja Schultz
Estimation of fundamental frequency from surface electromyographic data: EMG-to-F0. ICASSP (2011)
Michael Wand, Tanja Schultz
Analysis of phone confusion in EMG-based speech recognition. ICASSP (2011)
Christian Herff, Matthias Janke, Michael Wand, Tanja Schultz
Impact of Different Feedback Mechanisms in EMG-Based Speech Recognition. INTERSPEECH (2011)
Tanja Schultz, Michael Wand
Modeling coarticulation in EMG-based continuous speech recognition. Speech Commun. 52 (4) (2010)
Matthias Janke, Michael Wand, Tanja Schultz
A Spectral Mapping Method for EMG-based Recognition of Silent Speech. B-Interface (2010)
Dominic Heger, Felix Putze, Christoph Amma, Michael Wand, Igor Plotkin, Thomas Wielatt, Tanja Schultz
BiosignalsStudio: A Flexible Framework for Biosignal Capturing and Processing. KI (2010)
Matthias Janke, Michael Wand, Tanja Schultz
Impact of lack of acoustic feedback in EMG-based silent speech recognition. INTERSPEECH (2010)
Michael Wand, Szu-Chen Stan Jou, Arthur R. Toth, Tanja Schultz
Impact of different speaking modes on EMG-based speech recognition. INTERSPEECH (2009)
Michael Wand, Tanja Schultz
Towards Speaker-adaptive Speech Recognition based on Surface Electromyography. BIOSIGNALS (2009)
Michael Wand, Tanja Schultz
Speaker-Adaptive Speech Recognition Based on Surface Electromyography. BIOSTEC (Selected Papers) (2009)
Arthur R. Toth, Michael Wand, Tanja Schultz
Synthesizing speech from electromyography using voice transformation techniques. INTERSPEECH (2009)
Michael Wand, Szu-Chen Stan Jou, Tanja Schultz
Wavelet-based front-end for electromyographic speech recognition. INTERSPEECH (2007)

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Publication Activity (10 Years)

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Michael Wand