Matthias Zöhrer

20 papers A 6C 1Misc 4Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2021 A conf
Acoustic Echo Cancellation with Cross-Domain Learning.
Interspeech
Lukas Pfeifenberger, Matthias Zöhrer, Franz Pernkopf
2020 J jnl
Resource-Efficient Neural Networks for Embedded Systems.
CoRR
Wolfgang Roth, Günther Schindler, Matthias Zöhrer, Lukas Pfeifenberger, Robert Peharz, Sebastian Tschiatschek, Holger Fröning, Franz Pernkopf, Zoubin Ghahramani
2020 J jnl
Resource-Efficient Speech Mask Estimation for Multi-Channel Speech Enhancement.
CoRR
Lukas Pfeifenberger, Matthias Zöhrer, Günther Schindler, Wolfgang Roth, Holger Fröning, Franz Pernkopf
2019 Misc conf
Deep Complex-valued Neural Beamformers.
ICASSP
Lukas Pfeifenberger, Matthias Zöhrer, Franz Pernkopf
2019 J jnl
Eigenvector-Based Speech Mask Estimation for Multi-Channel Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process.
Lukas Pfeifenberger, Matthias Zöhrer, Franz Pernkopf
2018 J jnl
Efficient and Robust Machine Learning for Real-World Systems.
CoRR
Franz Pernkopf, Wolfgang Roth, Matthias Zöhrer, Lukas Pfeifenberger, Günther Schindler, Holger Fröning, Sebastian Tschiatschek, Robert Peharz, Matthew Mattina, Zoubin Ghahramani
2018 J jnl
Heart Sound Segmentation - An Event Detection Approach Using Deep Recurrent Neural Networks.
IEEE Trans. Biomed. Eng.
Elmar Messner, Matthias Zöhrer, Franz Pernkopf
2018 Misc conf
Resource Efficient Deep Eigenvector Beamforming.
ICASSP
Matthias Zöhrer, Lukas Pfeifenberger, Günther Schindler, Holger Fröning, Franz Pernkopf
2018 — conf
Towards Efficient Forward Propagation on Resource-Constrained Systems.
ECML/PKDD (1)
Günther Schindler, Matthias Zöhrer, Franz Pernkopf, Holger Fröning
2017 Misc conf
DNN-based speech mask estimation for eigenvector beamforming.
ICASSP
Lukas Pfeifenberger, Matthias Zöhrer, Franz Pernkopf
2017 A conf
Eigenvector-Based Speech Mask Estimation Using Logistic Regression.
INTERSPEECH
Lukas Pfeifenberger, Matthias Zöhrer, Franz Pernkopf
2017 A conf
Virtual Adversarial Training and Data Augmentation for Acoustic Event Detection with Gated Recurrent Neural Networks.
INTERSPEECH
Matthias Zöhrer, Franz Pernkopf
2016 — conf
Gated Recurrent Networks applied to Acoustic Scene Classification.
DCASE
Matthias Zöhrer, Franz Pernkopf
2016 A conf
Manual versus Automated: The Challenging Routine of Infant Vocalisation Segmentation in Home Videos to Study Neuro(mal)development.
INTERSPEECH
Florian B. Pokorny, Robert Peharz, Wolfgang Roth, Matthias Zöhrer, Franz Pernkopf, Peter B. Marschik, Björn W. Schuller
2015 C conf
Multi-channel speech processing architectures for noise robust speech recognition: 3rd CHiME challenge results.
ASRU
Lukas Pfeifenberger, Tobias Schrank, Matthias Zöhrer, Martin Hagmüller, Franz Pernkopf
2015 A conf
On representation learning for artificial bandwidth extension.
INTERSPEECH
Matthias Zöhrer, Robert Peharz, Franz Pernkopf
2015 J jnl
Representation Learning for Single-Channel Source Separation and Bandwidth Extension.
IEEE ACM Trans. Audio Speech Lang. Process.
Matthias Zöhrer, Robert Peharz, Franz Pernkopf
2015 Misc conf
Representation models in single channel source separation.
ICASSP
Matthias Zöhrer, Franz Pernkopf
2014 — conf
General Stochastic Networks for Classification.
NIPS
Matthias Zöhrer, Franz Pernkopf
2014 A conf
Single channel source separation with general stochastic networks.
INTERSPEECH
Matthias Zöhrer, Franz Pernkopf