Hendrik Purwins

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 12

Top Topics

Graphical Representation

Convolutional Neural Networks

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

Mina Foosherian, Hendrik Purwins, Purna Rathnayake, Touhidul Alam, Rui Teimao, Klaus-Dieter Thoben
Enhancing Pipeline-Based Conversational Agents with Large Language Models. CoRR (2023)
Matteo Lionello, Hendrik Purwins
End-To-End Dilated Variational Autoencoder with Bottleneck Discriminative Loss for Sound Morphing - A Preliminary Study. CoRR (2020)
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) (2019)
Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, Tara N. Sainath
Deep Learning for Audio Signal Processing. CoRR (2019)
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) (2019)
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) (2018)
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)
Tycho Max Sylvester Tax, Jose Luis Diez Antich, Hendrik Purwins, Lars Maaløe
Utilizing Domain Knowledge in End-to-End Audio Processing. CoRR (2017)
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)
Ricard Marxer, Hendrik Purwins
Unsupervised Incremental Online Learning and Prediction of Musical Audio Signals. IEEE ACM Trans. Audio Speech Lang. Process. 24 (5) (2016)
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)
Ricard Marxer, Hendrik Purwins
Unsupervised Incremental Learning and Prediction of Audio Signals. CoRR (2015)
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)
Srikanth Cherla, Hendrik Purwins, Marco Marchini
Automatic Phrase Continuation from Guitar and Bass Guitar Melodies. Comput. Music. J. 37 (3) (2013)
Maria Panteli, Hendrik Purwins
A Computational Comparison of Theory And Practice of Scale Intonation in Byzantine Chant. ISMIR (2013)
Katerina Kosta, Marco Marchini, Hendrik Purwins
Unsupervised Chord-Sequence Generation from an Audio Example. ISMIR (2012)
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) (2012)
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)
Simon Scholler, Hendrik Purwins
Sparse Approximations for Drum Sound Classification. IEEE J. Sel. Top. Signal Process. 5 (5) (2011)
Marco Marchini, Hendrik Purwins
Unsupervised Analysis and Generation of Audio Percussion Sequences. CMMR (2010)
Hendrik Purwins, David R. Hardoon
Trends and perspectives in music cognition research and technology. Connect. Sci. 21 (2&3) (2009)
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) (2009)
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) (2009)
Amaury Hazan, Paul Brossier, Piotr Holonowicz, Perfecto Herrera, Hendrik Purwins
Expectation along the beat: a Use Case for Music Expectation Models. ICMC (2007)
Hendrik Purwins, Benjamin Blankertz, Klaus Obermayer
Constant Q Profiles for Tracking Modulations in Audio Data Format. ICMC (2001)
Immanuel Normann, Hendrik Purwins, Klaus Obermayer
Spectrum of Pitch Differences Models the Perception of Octave Ambiguous Tones. ICMC (2001)
Hendrik Purwins, Benjamin Blankertz, Klaus Obermayer
A New Method for Tracking Modulations in Tonal Music in Audio Data Format. IJCNN (6) (2000)