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Hendrik Purwins
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2020 – today
- 2023
- [i5]Mina Foosherian, Hendrik Purwins, Purna Rathnayake, Touhidul Alam, Rui Teimao, Klaus-Dieter Thoben:
Enhancing Pipeline-Based Conversational Agents with Large Language Models. CoRR abs/2309.03748 (2023) - 2020
- [i4]Matteo Lionello, Hendrik Purwins:
End-To-End Dilated Variational Autoencoder with Bottleneck Discriminative Loss for Sound Morphing - A Preliminary Study. CoRR abs/2011.09744 (2020)
2010 – 2019
- 2019
- [j10]Hendrik Purwins, Bob L. Sturm, Bo Li, Juhan Nam
, Abeer Alwan:
Introduction to the Issue on Data Science: Machine Learning for Audio Signal Processing. IEEE J. Sel. Top. Signal Process. 13(2): 203-205 (2019) - [j9]Hendrik Purwins
, Bo Li
, Tuomas Virtanen
, Jan Schlüter
, Shuo-Yiin Chang, Tara N. Sainath
:
Deep Learning for Audio Signal Processing. IEEE J. Sel. Top. Signal Process. 13(2): 206-219 (2019) - [i3]Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, Tara N. Sainath:
Deep Learning for Audio Signal Processing. CoRR abs/1905.00078 (2019) - 2018
- [j8]Rasmus Kongsmar Brejl, Hendrik Purwins, Henrik Schoenau-Fog
:
Exploring Deep Recurrent Q-Learning for Navigation in a 3D Environment. EAI Endorsed Trans. Creative Technol. 5(14): e3 (2018) - 2017
- [c12]Esben W. Knudsen, Malte L. Hølledig, Mads Juel Nielsen, Rikke K. Petersen, Sebastian Bach-Nielsen, Bogdan-Constantin Zanescu, Dan Overholt, Hendrik Purwins, Kim Helweg:
Audio-visual feedback for self-monitoring posture in ballet training. NIME 2017: 71-76 - [i2]Tycho Max Sylvester Tax, Jose Luis Diez Antich, Hendrik Purwins, Lars Maaløe:
Utilizing Domain Knowledge in End-to-End Audio Processing. CoRR abs/1712.00254 (2017) - 2016
- [j7]Ricard Marxer
, Hendrik Purwins:
Unsupervised Incremental Online Learning and Prediction of Musical Audio Signals. IEEE ACM Trans. Audio Speech Lang. Process. 24(5): 863-874 (2016) - [c11]Nicolai Gajhede, Oliver Beck, Hendrik Purwins:
Convolutional Neural Networks with Batch Normalization for Classifying Hi-hat, Snare, and Bass Percussion Sound Samples. Audio Mostly Conference 2016: 111-115 - 2015
- [c10]Mikkel Helleberg Jørgensen, Aske Sønderby Knudsen, Thomas Michael Wilmot, Kasper Duemose Lund, Stefania Serafin, Hendrik Purwins:
A mobile music museum experience for children. NIME 2015: 36-37 - [i1]Ricard Marxer, Hendrik Purwins:
Unsupervised Incremental Learning and Prediction of Audio Signals. CoRR abs/1502.00524 (2015) - 2014
- [c9]Stefania Serafin, Sofia Dahl, Amalia de Götzen, Cumhur Erkut, Dan Overholt, Hendrik Purwins, Bob L. Sturm:
Sound and Music Computing at Aalborg University in Copenhagen. ICMC 2014 - 2013
- [j6]Srikanth Cherla, Hendrik Purwins, Marco Marchini:
Automatic Phrase Continuation from Guitar and Bass Guitar Melodies. Comput. Music. J. 37(3): 68-81 (2013) - [c8]Maria Panteli, Hendrik Purwins:
A Computational Comparison of Theory And Practice of Scale Intonation in Byzantine Chant. ISMIR 2013: 169-174 - 2012
- [j5]Kamil Adiloglu, Robert Anniés, Elio Wahlen, Hendrik Purwins, Klaus Obermayer:
A Graphical Representation and Dissimilarity Measure for Basic Everyday Sound Events. IEEE Trans. Speech Audio Process. 20(5): 1542-1552 (2012) - [c7]Katerina Kosta, Marco Marchini, Hendrik Purwins:
Unsupervised Chord-Sequence Generation from an Audio Example. ISMIR 2012: 481-486 - 2011
- [j4]Simon Scholler, Hendrik Purwins:
Sparse Approximations for Drum Sound Classification. IEEE J. Sel. Top. Signal Process. 5(5): 933-940 (2011) - [c6]Hendrik Purwins, Ahmed Nagi, Bernd Barak, Uwe Hockele, Andreas Kyek, Benjamin Lenz, Gunter Pfeifer, Kurt Weinzierl:
Regression methods for prediction of PECVD Silicon Nitride layer thickness. CASE 2011: 387-392 - 2010
- [c5]Marco Marchini, Hendrik Purwins:
Unsupervised Analysis and Generation of Audio Percussion Sequences. CMMR 2010: 205-218
2000 – 2009
- 2009
- [j3]Hendrik Purwins, David R. Hardoon:
Trends and perspectives in music cognition research and technology. Connect. Sci. 21(2&3): 85-88 (2009) - [j2]Amaury Hazan, Ricard Marxer
, Paul Brossier, Hendrik Purwins, Perfecto Herrera, Xavier Serra
:
What/when causal expectation modelling applied to audio signals. Connect. Sci. 21(2&3): 119-143 (2009) - [j1]Martin Coath
, Susan L. Denham, Leigh M. Smith, Henkjan Honing
, Amaury Hazan, Piotr Holonowicz, Hendrik Purwins:
Model cortical responses for the detection of perceptual onsets and beat tracking in singing. Connect. Sci. 21(2&3): 193-205 (2009) - 2007
- [c4]Amaury Hazan, Paul Brossier, Piotr Holonowicz, Perfecto Herrera, Hendrik Purwins:
Expectation along the beat: a Use Case for Music Expectation Models. ICMC 2007 - 2001
- [c3]Immanuel Normann, Hendrik Purwins, Klaus Obermayer:
Spectrum of Pitch Differences Models the Perception of Octave Ambiguous Tones. ICMC 2001 - [c2]Hendrik Purwins, Benjamin Blankertz, Klaus Obermayer:
Constant Q Profiles for Tracking Modulations in Audio Data Format. ICMC 2001 - 2000
- [c1]Hendrik Purwins, Benjamin Blankertz, Klaus Obermayer:
A New Method for Tracking Modulations in Tonal Music in Audio Data Format. IJCNN (6) 2000: 270-278
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