Michael Wand

73 papers A 17C 1Misc 9Journal 15Unranked 19
YearRankTypeTitle / Venue / Authors
2025 — ed.
AI in Drug Discovery - First International Workshop, AIDD 2024, Held in Conjunction with ICANN 2024, Lugano, Switzerland, September 19, 2024, Proceedings
AIDD@ICANN
Djork-Arné Clevert, Michael Wand, Kristína Malinovská, Jürgen Schmidhuber, Igor V. Tetko
2025 J jnl
Accelerating the inference of string generation-based chemical reaction models for industrial applications.
J. Cheminformatics
Mikhail Andronov, Natalia Andronova, Michael Wand, Jürgen Schmidhuber, Djork-Arné Clevert
2025 A conf
DiffMV-ETS: Diffusion-based Multi-Voice Electromyography-to-Speech Conversion using Speaker-Independent Speech Training Targets.
INTERSPEECH
Kevin Scheck, Tom Dombeck, Zhao Ren, Peter Wu, Michael Wand, Tanja Schultz
2025 J jnl
Fast and scalable retrosynthetic planning with a transformer neural network and speculative beam search.
CoRR
Mikhail Andronov, Natalia Andronova, Michael Wand, Jürgen Schmidhuber, Djork-Arné Clevert
2025 J jnl
Multiple Token Divergence: Measuring and Steering In-Context Computation Density.
CoRR
Vincent Herrmann, Eric Alcaide, Michael Wand, Jürgen Schmidhuber
2025 — conf
Space Explanations of Neural Network Classification.
CAV (3)
Faezeh Labbaf, Tomás Kolárik, Martin Blicha, Grigory Fedyukovich, Michael Wand, Natasha Sharygina
2025 J jnl
Space Explanations of Neural Network Classification.
CoRR
Faezeh Labbaf, Tomás Kolárik, Martin Blicha, Grigory Fedyukovich, Michael Wand, Natasha Sharygina
2024 J jnl
Accelerating the inference of string generation-based chemical reaction models for industrial applications.
CoRR
Mikhail Andronov, Natalia Andronova, Michael Wand, Jürgen Schmidhuber, Djork-Arné Clevert
2024 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17-20, 2024, Proceedings, Part I
ICANN (1)
Michael Wand, Kristína Malinovská, Jürgen Schmidhuber, Igor V. Tetko
2024 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17-20, 2024, Proceedings, Part II
ICANN (2)
Michael Wand, Kristína Malinovská, Jürgen Schmidhuber, Igor V. Tetko
2024 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17-20, 2024, Proceedings, Part III
ICANN (3)
Michael Wand, Kristína Malinovská, Jürgen Schmidhuber, Igor V. Tetko
2024 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17-20, 2024, Proceedings, Part IV
ICANN (4)
Michael Wand, Kristína Malinovská, Jürgen Schmidhuber, Igor V. Tetko
2024 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17-20, 2024, Proceedings, Part IX
ICANN (9)
Michael Wand, Kristína Malinovská, Jürgen Schmidhuber, Igor V. Tetko
2024 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17-20, 2024, Proceedings, Part V
ICANN (5)
Michael Wand, Kristína Malinovská, Jürgen Schmidhuber, Igor V. Tetko
2024 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17-20, 2024, Proceedings, Part VI
ICANN (6)
Michael Wand, Kristína Malinovská, Jürgen Schmidhuber, Igor V. Tetko
2024 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17-20, 2024, Proceedings, Part VII
ICANN (7)
Michael Wand, Kristína Malinovská, Jürgen Schmidhuber, Igor V. Tetko
2024 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17-20, 2024, Proceedings, Part VIII
ICANN (8)
Michael Wand, Kristína Malinovská, Jürgen Schmidhuber, Igor V. Tetko
2024 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17-20, 2024, Proceedings, Part X
ICANN (10)
Michael Wand, Kristína Malinovská, Jürgen Schmidhuber, Igor V. Tetko
2024 — conf
Cross-Speaker Training and Adaptation for Electromyography-to-Speech Conversion.
EMBC
Kevin Scheck, Zhao Ren, Tom Dombeck, Jenny Sonnert, Stefano van Gogh, Qinhan Hou, Michael Wand, Tanja Schultz
2024 — conf
Curating Reagents in Chemical Reaction Data with an Interactive Reagent Space Map.
AIDD@ICANN
Mikhail Andronov, Natalia Andronova, Michael Wand, Jürgen Schmidhuber, Djork-Arné Clevert
2024 — conf
Diff-ETS: Learning a Diffusion Probabilistic Model for Electromyography-to-Speech Conversion.
EMBC
Zhao Ren, Kevin Scheck, Qinhan Hou, Stefano van Gogh, Michael Wand, Tanja Schultz
2024 J jnl
Diff-ETS: Learning a Diffusion Probabilistic Model for Electromyography-to-Speech Conversion.
CoRR
Zhao Ren, Kevin Scheck, Qinhan Hou, Stefano van Gogh, Michael Wand, Tanja Schultz
2024 — conf
emg2vec: Self-supervised Pretraining in Electromyography-based Silent Speech Interfaces.
EMBC
Qinhan Hou, Stefano van Gogh, Kevin Scheck, Zhao Ren, Tanja Schultz, Michael Wand, Jürgen Schmidhuber
2023 J jnl
Future Speech Interfaces with Sensors and Machine Intelligence.
Sensors
Bruce Denby, Tamás Gábor Csapó, Michael Wand
2022 J jnl
Analysis of Neural Network Based Proportional Myoelectric Hand Prosthesis Control.
IEEE Trans. Biomed. Eng.
Michael Wand, Morten Bak Kristoffersen, Andreas W. Franzke, Jürgen Schmidhuber
2021 C conf
Improving Stateful Premise Selection with Transformers.
CICM
Krsto Prorokovic, Michael Wand, Jürgen Schmidhuber
2021 — conf
Voice Restoration with Silent Speech Interfaces (ReSSInt).
IberSPEECH
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
2020 A conf
Fusion Architectures for Word-Based Audiovisual Speech Recognition.
INTERSPEECH
Michael Wand, Jürgen Schmidhuber
2020 Misc conf
Motion Dynamics Improve Speaker-Independent Lipreading.
ICASSP
Matteo Riva, Michael Wand, Jürgen Schmidhuber
2020 — conf
Temporal dependency in automatic sleep scoring via deep learning based architectures: An empirical study.
EMBC
Luigi Fiorillo, Michael Wand, Italo Marino, Paolo Favaro, Francesca D. Faraci
2019 — conf
Adaptation of an EMG-Based Speech Recognizer via Meta-Learning.
GlobalSIP
Krsto Prorokovic, Michael Wand, Tanja Schultz, Jürgen Schmidhuber
2018 A conf
Domain-Adversarial Training for Session Independent EMG-based Speech Recognition.
INTERSPEECH
Michael Wand, Tanja Schultz, Jürgen Schmidhuber
2018 Misc conf
Investigations on End- to-End Audiovisual Fusion.
ICASSP
Michael Wand, Jürgen Schmidhuber, Ngoc Thang Vu
2018 J jnl
Investigations on End-to-End Audiovisual Fusion.
CoRR
Michael Wand, Ngoc Thang Vu, Jürgen Schmidhuber
2017 J jnl
Biosignal-Based Spoken Communication: A Survey.
IEEE ACM Trans. Audio Speech Lang. Process.
Tanja Schultz, Michael Wand, Thomas Hueber, Dean J. Krusienski, Christian Herff, Jonathan S. Brumberg
2017 A conf
Improving Speaker-Independent Lipreading with Domain-Adversarial Training.
INTERSPEECH
Michael Wand, Jürgen Schmidhuber
2017 J jnl
Improving Speaker-Independent Lipreading with Domain-Adversarial Training.
CoRR
Michael Wand, Jürgen Schmidhuber
2016 A conf
Deep Neural Network Frontend for Continuous EMG-Based Speech Recognition.
INTERSPEECH
Michael Wand, Jürgen Schmidhuber
2016 J jnl
Lipreading with Long Short-Term Memory.
CoRR
Michael Wand, Jan Koutník, Jürgen Schmidhuber
2016 Misc conf
Lipreading with long short-term memory.
ICASSP
Michael Wand, Jan Koutník, Jürgen Schmidhuber
2015 A conf
Biosignal-based spoken communication: panel and discussion.
INTERSPEECH
Matthias Janke, Michael Wand
2015 A conf
Biosignal-based spoken communication: welcome and introduction.
INTERSPEECH
Matthias Janke, Michael Wand
2014 — —
Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling.
Michael Wand
2014 A conf
BioKIT - real-time decoder for biosignal processing.
INTERSPEECH
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
2014 Misc conf
Compensation of recording position shifts for a myoelectric Silent Speech Recognizer.
ICASSP
Michael Wand, Christopher Schulte, Matthias Janke, Tanja Schultz
2014 A conf
Conversion from facial myoelectric signals to speech: a unit selection approach.
INTERSPEECH
Marlene Zahner, Matthias Janke, Michael Wand, Tanja Schultz
2014 — conf
Enhancement of EMG-based Thai number words classification using frame-based time domain features with stacking filter.
APSIPA
Niyawadee Srisuwan, Michael Wand, Matthias Janke, Pornchai Phukpattaranont, Tanja Schultz, Chusak Limsakul
2014 Misc conf
Fundamental frequency generation for whisper-to-audible speech conversion.
ICASSP
Matthias Janke, Michael Wand, Till Heistermann, Tanja Schultz, K. Prahallad
2014 — conf
Pattern learning with deep neural networks in EMG-based speech recognition.
EMBC
Michael Wand, Tanja Schultz
2014 — conf
Spatial Artifact Detection for Multi-channel EMG-based Speech Recognition.
BIOSIGNALS
Till Heistermann, Matthias Janke, Michael Wand, Tanja Schultz
2014 J jnl
Tackling Speaking Mode Varieties in EMG-Based Speech Recognition.
IEEE Trans. Biomed. Eng.
Michael Wand, Matthias Janke, Tanja Schultz
2014 A conf
The EMG-UKA corpus for electromyographic speech processing.
INTERSPEECH
Michael Wand, Matthias Janke, Tanja Schultz
2014 A conf
Towards real-life application of EMG-based speech recognition by using unsupervised adaptation.
INTERSPEECH
Michael Wand, Tanja Schultz
2013 — conf
Application of Electrode Arrays for Artifact Removal in an Electromyographic Silent Speech Interface.
BIOSTEC (Selected Papers)
Michael Wand, Matthias Janke, Till Heistermann, Christopher Schulte, Adam Himmelsbach, Tanja Schultz
2013 — conf
Array-based Electromyographic Silent Speech Interface.
BIOSIGNALS
Michael Wand, Christopher Schulte, Matthias Janke, Tanja Schultz
2013 — conf
Artifact removal algorithm for an EMG-based Silent Speech Interface.
EMBC
Michael Wand, Adam Himmelsbach, Till Heistermann, Matthias Janke, Tanja Schultz
2013 J jnl
Biosignale-basierte Mensch-Maschine Schnittstellen.
Autom.
Tanja Schultz, Christoph Amma, Michael Wand, Dominic Heger, Felix Putze
2012 — conf
Decision-tree based Analysis of Speaking Mode Discrepancies in EMG-based Speech Recognition.
BIOSIGNALS
Michael Wand, Matthias Janke, Tanja Schultz
2012 Misc conf
Further investigations on EMG-to-speech conversion.
ICASSP
Matthias Janke, Michael Wand, Keigo Nakamura, Tanja Schultz
2011 Misc conf
Analysis of phone confusion in EMG-based speech recognition.
ICASSP
Michael Wand, Tanja Schultz
2011 Misc conf
Estimation of fundamental frequency from surface electromyographic data: EMG-to-F0.
ICASSP
Keigo Nakamura, Matthias Janke, Michael Wand, Tanja Schultz
2011 A conf
Impact of Different Feedback Mechanisms in EMG-Based Speech Recognition.
INTERSPEECH
Christian Herff, Matthias Janke, Michael Wand, Tanja Schultz
2011 A conf
Investigations on Speaking Mode Discrepancies in EMG-Based Speech Recognition.
INTERSPEECH
Michael Wand, Matthias Janke, Tanja Schultz
2011 — conf
Session-independent EMG-based Speech Recognition.
BIOSIGNALS
Michael Wand, Tanja Schultz
2010 — conf
A Spectral Mapping Method for EMG-based Recognition of Silent Speech.
B-Interface
Matthias Janke, Michael Wand, Tanja Schultz
2010 Misc conf
BiosignalsStudio: A Flexible Framework for Biosignal Capturing and Processing.
KI
Dominic Heger, Felix Putze, Christoph Amma, Michael Wand, Igor Plotkin, Thomas Wielatt, Tanja Schultz
2010 A conf
Impact of lack of acoustic feedback in EMG-based silent speech recognition.
INTERSPEECH
Matthias Janke, Michael Wand, Tanja Schultz
2010 J jnl
Modeling coarticulation in EMG-based continuous speech recognition.
Speech Commun.
Tanja Schultz, Michael Wand
2009 A conf
Impact of different speaking modes on EMG-based speech recognition.
INTERSPEECH
Michael Wand, Szu-Chen Stan Jou, Arthur R. Toth, Tanja Schultz
2009 — conf
Speaker-Adaptive Speech Recognition Based on Surface Electromyography.
BIOSTEC (Selected Papers)
Michael Wand, Tanja Schultz
2009 A conf
Synthesizing speech from electromyography using voice transformation techniques.
INTERSPEECH
Arthur R. Toth, Michael Wand, Tanja Schultz
2009 — conf
Towards Speaker-adaptive Speech Recognition based on Surface Electromyography.
BIOSIGNALS
Michael Wand, Tanja Schultz
2007 A conf
Wavelet-based front-end for electromyographic speech recognition.
INTERSPEECH
Michael Wand, Szu-Chen Stan Jou, Tanja Schultz