Acoustic Scene Classification for Mismatched Recording Devices Using Heated-Up Softmax and Spectrum Correction
Nguyen, Truc, Pernkopf, Franz, Kosmider, Michal
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
Deep Interference Mitigation and Denoising of Real-World FMCW Radar Signals
Rock, Johanna, Toth, Mate, Meissner, Paul, Pernkopf, Franz
Published in 2020 IEEE International Radar Conference (RADAR) (01.04.2020)
Published in 2020 IEEE International Radar Conference (RADAR) (01.04.2020)
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Conference Proceeding
Dataset of directional room impulse responses for realistic speech data
Fragner, Stefan, Pfeifenberger, Lukas, Hagmüller, Martin, Pernkopf, Franz
Published in Data in brief (01.04.2024)
Published in Data in brief (01.04.2024)
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Journal Article
A Novel Way to Measure and Predict Development: A Heuristic Approach to Facilitate the Early Detection of Neurodevelopmental Disorders
Marschik, Peter B ., Pokorny, Florian B., Peharz, Robert, Zhang, Dajie, O’Muircheartaigh, Jonathan, Roeyers, Herbert, Bölte, Sven, Spittle, Alicia J., Urlesberger, Berndt, Schuller, Björn, Poustka, Luise, Ozonoff, Sally, Pernkopf, Franz, Pock, Thomas, Tammimies, Kristiina, Enzinger, Christian, Krieber, Magdalena, Tomantschger, Iris, Bartl-Pokorny, Katrin D., Sigafoos, Jeff, Roche, Laura, Esposito, Gianluca, Gugatschka, Markus, Nielsen-Saines, Karin, Einspieler, Christa, Kaufmann, Walter E.
Published in Current Neurology and Neuroscience Reports (01.05.2017)
Published in Current Neurology and Neuroscience Reports (01.05.2017)
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Journal Article
Book Review
Explainable machine learning for breakdown prediction in high gradient rf cavities
Obermair, Christoph, Cartier-Michaud, Thomas, Apollonio, Andrea, Millar, William, Felsberger, Lukas, Fischl, Lorenz, Bovbjerg, Holger Severin, Wollmann, Daniel, Wuensch, Walter, Catalan-Lasheras, Nuria, Boronat, Marçà, Pernkopf, Franz, Burt, Graeme
Published in Physical review. Accelerators and beams (01.10.2022)
Published in Physical review. Accelerators and beams (01.10.2022)
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Journal Article
Model-Based Multiple Pitch Tracking Using Factorial HMMs: Model Adaptation and Inference
Wohlmayr, M., Pernkopf, F.
Published in IEEE transactions on audio, speech, and language processing (01.08.2013)
Published in IEEE transactions on audio, speech, and language processing (01.08.2013)
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Journal Article
Eye Movements during Silent and Oral Reading in a Regular Orthography: Basic Characteristics and Correlations with Childhood Cognitive Abilities and Adolescent Reading Skills
Krieber, Magdalena, Bartl-Pokorny, Katrin D, Pokorny, Florian B, Zhang, Dajie, Landerl, Karin, Körner, Christof, Pernkopf, Franz, Pock, Thomas, Einspieler, Christa, Marschik, Peter B
Published in PloS one (02.02.2017)
Published in PloS one (02.02.2017)
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Journal Article
Acoustic COVID-19 Detection Using Multiple Instance Learning
Reiter, Michael, Franz, Pernkopf
Published in IEEE journal of biomedical and health informatics (04.10.2024)
Published in IEEE journal of biomedical and health informatics (04.10.2024)
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Journal Article
Bayesian Neural Networks with Weight Sharing Using Dirichlet Processes
Roth, Wolfgang, Pernkopf, Franz
Published in IEEE transactions on pattern analysis and machine intelligence (01.01.2020)
Published in IEEE transactions on pattern analysis and machine intelligence (01.01.2020)
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Journal Article
Tracking of a Gunning Jet Using Particle Filtering in Infrared Image Sequences
Mutsam, Nikolaus, Pernkopf, Franz
Published in IEEE transactions on instrumentation and measurement (01.09.2020)
Published in IEEE transactions on instrumentation and measurement (01.09.2020)
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Journal Article
Visual Inspection of Machined Metallic High-Precision Surfaces
Pernkopf, Franz, O'Leary, Paul
Published in EURASIP journal on advances in signal processing (24.07.2002)
Published in EURASIP journal on advances in signal processing (24.07.2002)
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Journal Article
Heart Sound Segmentation-An Event Detection Approach Using Deep Recurrent Neural Networks
Messner, Elmar, Zohrer, Matthias, Pernkopf, Franz
Published in IEEE transactions on biomedical engineering (01.09.2018)
Published in IEEE transactions on biomedical engineering (01.09.2018)
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Journal Article
Self-Guided Belief Propagation - A Homotopy Continuation Method
Knoll, Christian, Weller, Adrian, Pernkopf, Franz
Published in IEEE transactions on pattern analysis and machine intelligence (01.04.2023)
Published in IEEE transactions on pattern analysis and machine intelligence (01.04.2023)
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Journal Article
On Bayesian Network Classifiers with Reduced Precision Parameters
Tschiatschek, Sebastian, Pernkopf, Franz
Published in IEEE transactions on pattern analysis and machine intelligence (01.04.2015)
Published in IEEE transactions on pattern analysis and machine intelligence (01.04.2015)
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Journal Article
On the Latent Variable Interpretation in Sum-Product Networks
Peharz, Robert, Gens, Robert, Pernkopf, Franz, Domingos, Pedro
Published in IEEE transactions on pattern analysis and machine intelligence (01.10.2017)
Published in IEEE transactions on pattern analysis and machine intelligence (01.10.2017)
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Journal Article