Wolfgang Roth - researchr alias

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Viewing Publication 1 - 13 from 13

2022

End-to-End Keyword Spotting Using Neural Architecture Search and QuantizationDavid Peter, Wolfgang Roth, Franz Pernkopf. icassp 2022: 3423-3427 [doi]

2021

Resource-Efficient Deep Neural Networks for Automotive Radar Interference MitigationJohanna Rock, Wolfgang Roth, Máté Tóth, Paul Meissner, Franz Pernkopf. jstsp, 15(4):927-940, 2021. [doi]

2020

Towards Real-Time Single-Channel Singing-Voice Separation with Pruned Multi-Scaled DensenetsMarkus Huber, Günther Schindler, Christian Schörkhuber, Wolfgang Roth, Franz Pernkopf, Holger Fröning. icassp 2020: 806-810 [doi]

Resource-Efficient DNNs for Keyword Spotting using Neural Architecture Search and QuantizationDavid Peter, Wolfgang Roth, Franz Pernkopf. icpr 2021: 9273-9279 [doi]

Differentiable TAN Structure Learning for Bayesian Network ClassifiersWolfgang Roth, Franz Pernkopf. pgm 2020: 389-400 [doi]

Bayesian Neural Networks with Weight Sharing Using Dirichlet ProcessesWolfgang Roth, Franz Pernkopf. pami, 42(1):246-252, 2020. [doi]

On Resource-Efficient Bayesian Network Classifiers and Deep Neural NetworksWolfgang Roth, Franz Pernkopf, Günther Schindler, Holger Fröning. icpr 2021: 10297-10304 [doi]

Parameterized Structured Pruning for Deep Neural NetworksGünther Schindler, Wolfgang Roth, Franz Pernkopf, Holger Fröning. mod 2020: 16-27 [doi]

2019

Learning a Behavior Model of Hybrid Systems Through Combining Model-Based Testing and Machine LearningBernhard K. Aichernig, Roderick Bloem, Masoud Ebrahimi 0002, Martin Horn, Franz Pernkopf, Wolfgang Roth, Astrid Rupp, Martin Tappler, Markus Tranninger. pts 2019: 3-21 [doi]

Training Discrete-Valued Neural Networks with Sign Activations Using Weight DistributionsWolfgang Roth, Günther Schindler, Holger Fröning, Franz Pernkopf. pkdd 2020: 382-398 [doi]

2018

Hybrid generative-discriminative training of Gaussian mixture modelsWolfgang Roth, Robert Peharz, Sebastian Tschiatschek, Franz Pernkopf. prl, 112:131-137, 2018. [doi]

2016

Manual versus Automated: The Challenging Routine of Infant Vocalisation Segmentation in Home Videos to Study Neuro(mal)developmentFlorian B. Pokorny, Robert Peharz, Wolfgang Roth, Matthias Zöhrer, Franz Pernkopf, Peter B. Marschik, Björn W. Schuller. interspeech 2016: 2997-3001 [doi]

1979

Was ist EurOnet?Wolfgang Roth, Walter Tietz. it, 21(6):288-296, 1979.

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