Matthias Zöhrer

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 14

Top Topics

Source Separation

Speech Enhancement

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Lukas Pfeifenberger, Matthias Zöhrer, Franz Pernkopf
Acoustic Echo Cancellation with Cross-Domain Learning. Interspeech (2021)
Wolfgang Roth, Günther Schindler, Matthias Zöhrer, Lukas Pfeifenberger, Robert Peharz, Sebastian Tschiatschek, Holger Fröning, Franz Pernkopf, Zoubin Ghahramani
Resource-Efficient Neural Networks for Embedded Systems. CoRR (2020)
Lukas Pfeifenberger, Matthias Zöhrer, Günther Schindler, Wolfgang Roth, Holger Fröning, Franz Pernkopf
Resource-Efficient Speech Mask Estimation for Multi-Channel Speech Enhancement. CoRR (2020)
Lukas Pfeifenberger, Matthias Zöhrer, Franz Pernkopf
Deep Complex-valued Neural Beamformers. ICASSP (2019)
Lukas Pfeifenberger, Matthias Zöhrer, Franz Pernkopf
Eigenvector-Based Speech Mask Estimation for Multi-Channel Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 27 (12) (2019)
Franz Pernkopf, Wolfgang Roth, Matthias Zöhrer, Lukas Pfeifenberger, Günther Schindler, Holger Fröning, Sebastian Tschiatschek, Robert Peharz, Matthew Mattina, Zoubin Ghahramani
Efficient and Robust Machine Learning for Real-World Systems. CoRR (2018)
Elmar Messner, Matthias Zöhrer, Franz Pernkopf
Heart Sound Segmentation - An Event Detection Approach Using Deep Recurrent Neural Networks. IEEE Trans. Biomed. Eng. 65 (9) (2018)
Matthias Zöhrer, Lukas Pfeifenberger, Günther Schindler, Holger Fröning, Franz Pemkopf
Resource Efficient Deep Eigenvector Beamforming. ICASSP (2018)
Günther Schindler, Matthias Zöhrer, Franz Pernkopf, Holger Fröning
Towards Efficient Forward Propagation on Resource-Constrained Systems. ECML/PKDD (1) (2018)
Matthias Zöhrer, Franz Pernkopf
Virtual Adversarial Training and Data Augmentation for Acoustic Event Detection with Gated Recurrent Neural Networks. INTERSPEECH (2017)
Lukas Pfeifenberger, Matthias Zöhrer, Franz Pernkopf
DNN-based speech mask estimation for eigenvector beamforming. ICASSP (2017)
Lukas Pfeifenberger, Matthias Zöhrer, Franz Pernkopf
Eigenvector-Based Speech Mask Estimation Using Logistic Regression. INTERSPEECH (2017)
Matthias Zöhrer, Franz Pernkopf
Gated Recurrent Networks applied to Acoustic Scene Classification. DCASE (2016)
Florian B. Pokorny, Robert Peharz, Wolfgang Roth, Matthias Zöhrer, Franz Pernkopf, Peter B. Marschik, Björn W. Schuller
Manual versus Automated: The Challenging Routine of Infant Vocalisation Segmentation in Home Videos to Study Neuro(mal)development. INTERSPEECH (2016)
Matthias Zöhrer, Robert Peharz, Franz Pernkopf
On representation learning for artificial bandwidth extension. INTERSPEECH (2015)
Lukas Pfeifenberger, Tobias Schrank, Matthias Zöhrer, Martin Hagmüller, Franz Pernkopf
Multi-channel speech processing architectures for noise robust speech recognition: 3rd CHiME challenge results. ASRU (2015)
Matthias Zöhrer, Franz Pernkopf
Representation models in single channel source separation. ICASSP (2015)
Matthias Zöhrer, Robert Peharz, Franz Pernkopf
Representation Learning for Single-Channel Source Separation and Bandwidth Extension. IEEE ACM Trans. Audio Speech Lang. Process. 23 (12) (2015)
Matthias Zöhrer, Franz Pernkopf
General Stochastic Networks for Classification. NIPS (2014)
Matthias Zöhrer, Franz Pernkopf
Single channel source separation with general stochastic networks. INTERSPEECH (2014)