Deep Learning for Audio Signal Processing
Purwins, Hendrik, Li, Bo, Virtanen, Tuomas, Schluter, Jan, Chang, Shuo-Yiin, Sainath, Tara
Published in IEEE journal of selected topics in signal processing (01.05.2019)
Published in IEEE journal of selected topics in signal processing (01.05.2019)
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Journal Article
Introduction to the Issue on Data Science: Machine Learning for Audio Signal Processing
Purwins, Hendrik, Sturm, Bob, Li, Bo, Nam, Juhan, Alwan, Abeer
Published in IEEE journal of selected topics in signal processing (01.05.2019)
Published in IEEE journal of selected topics in signal processing (01.05.2019)
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Journal Article
Regression Methods for Virtual Metrology of Layer Thickness in Chemical Vapor Deposition
Purwins, Hendrik, Barak, Bernd, Nagi, Ahmed, Engel, Reiner, Hockele, Uwe, Kyek, Andreas, Cherla, Srikanth, Lenz, Benjamin, Pfeifer, Gunter, Weinzierl, Kurt
Published in IEEE/ASME transactions on mechatronics (01.02.2014)
Published in IEEE/ASME transactions on mechatronics (01.02.2014)
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Journal Article
Sparse Approximations for Drum Sound Classification
Scholler, S., Purwins, H.
Published in IEEE journal of selected topics in signal processing (01.09.2011)
Published in IEEE journal of selected topics in signal processing (01.09.2011)
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Journal Article
Automatic Phrase Continuation from Guitar and Bass Guitar Melodies
Cherla, Srikanth, Purwins, Hendrik, Marchini, Marco
Published in Computer music journal (01.09.2013)
Published in Computer music journal (01.09.2013)
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Journal Article
Extracting the Neural Representation of Tone Onsets for Separate Voices of Ensemble Music Using Multivariate EEG Analysis
Sturm, Irene, Treder, Matthias, Miklody, Daniel, Purwins, Hendrik, Dähne, Sven, Blankertz, Benjamin, Curio, Gabriel
Published in Psychomusicology (01.12.2015)
Published in Psychomusicology (01.12.2015)
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Journal Article
Enhancing Pipeline-Based Conversational Agents with Large Language Models
Foosherian, Mina, Purwins, Hendrik, Rathnayake, Purna, Alam, Touhidul, Teimao, Rui, Klaus-Dieter Thoben
Published in arXiv.org (07.09.2023)
Published in arXiv.org (07.09.2023)
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Paper
Journal Article
Unsupervised Incremental Learning and Prediction of Music Signals
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Paper
Journal Article