Wolfgang Roth

Publication Activity (10 Years)

Years Active: 1979-2022
Publications (10 Years): 23

Top Topics

Gaussian Mixture Model

Keyword Spotting

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

David Peter, Wolfgang Roth, Franz Pernkopf
End-to-End Keyword Spotting Using Neural Architecture Search and Quantization. ICASSP (2022)
Johanna Rock, Wolfgang Roth, Máté Tóth, Paul Meissner, Franz Pernkopf
Resource-efficient Deep Neural Networks for Automotive Radar Interference Mitigation. CoRR (2022)
David Peter, Wolfgang Roth, Franz Pernkopf
End-to-end Keyword Spotting using Neural Architecture Search and Quantization. CoRR (2021)
Johanna Rock, Wolfgang Roth, Máté Tóth, Paul Meissner, Franz Pernkopf
Resource-Efficient Deep Neural Networks for Automotive Radar Interference Mitigation. IEEE J. Sel. Top. Signal Process. 15 (4) (2021)
Wolfgang Roth, Franz Pernkopf, Günther Schindler, Holger Fröning
On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks. ICPR (2020)
Wolfgang Roth, Franz Pernkopf
Differentiable TAN Structure Learning for Bayesian Network Classifiers. CoRR (2020)
Markus Huber, Günther Schindler, Christian Schörkhuber, Wolfgang Roth, Franz Pernkopf, Holger Fröning
Towards Real-Time Single-Channel Singing-Voice Separation with Pruned Multi-Scaled Densenets. ICASSP (2020)
Wolfgang Roth, Günther Schindler, Holger Fröning, Franz Pernkopf
On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks. CoRR (2020)
Wolfgang Roth, Franz Pernkopf
Differentiable TAN Structure Learning for Bayesian Network Classifiers. PGM (2020)
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)
Johanna Rock, Wolfgang Roth, Máté Tóth, Paul Meissner, Franz Pernkopf
Quantized Neural Networks for Radar Interference Mitigation. CoRR (2020)
David Peter, Wolfgang Roth, Franz Pernkopf
Resource-efficient DNNs for Keyword Spotting using Neural Architecture Search and Quantization. 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)
Wolfgang Roth, Franz Pernkopf
Bayesian Neural Networks with Weight Sharing Using Dirichlet Processes. IEEE Trans. Pattern Anal. Mach. Intell. 42 (1) (2020)
Günther Schindler, Wolfgang Roth, Franz Pernkopf, Holger Fröning
Parameterized Structured Pruning for Deep Neural Networks. LOD (2) (2020)
David Peter, Wolfgang Roth, Franz Pernkopf
Resource-Efficient DNNs for Keyword Spotting using Neural Architecture Search and Quantization. ICPR (2020)
Wolfgang Roth, Günther Schindler, Holger Fröning, Franz Pernkopf
Training Discrete-Valued Neural Networks with Sign Activations Using Weight Distributions. ECML/PKDD (2) (2019)
Günther Schindler, Wolfgang Roth, Franz Pernkopf, Holger Fröning
Parameterized Structured Pruning for Deep Neural Networks. CoRR (2019)
Bernhard K. Aichernig, Roderick Bloem, Masoud Ebrahimi, Martin Horn, Franz Pernkopf, Wolfgang Roth, Astrid Rupp, Martin Tappler, Markus Tranninger
Learning a Behavior Model of Hybrid Systems Through Combining Model-Based Testing and Machine Learning (Full Version). CoRR (2019)
Bernhard K. Aichernig, Roderick Bloem, Masoud Ebrahimi, Martin Horn, Franz Pernkopf, Wolfgang Roth, Astrid Rupp, Martin Tappler, Markus Tranninger
Learning a Behavior Model of Hybrid Systems Through Combining Model-Based Testing and Machine Learning. ICTSS (2019)
Wolfgang Roth, Robert Peharz, Sebastian Tschiatschek, Franz Pernkopf
Hybrid generative-discriminative training of Gaussian mixture models. Pattern Recognit. Lett. 112 (2018)
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)
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)
Wolfgang Roth, Walter Tietz
Was ist EurOnet? Elektron. Rechenanlagen 21 (6) (1979)