Hendrik Purwins

According to our database, Hendrik Purwins authored at least 26 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Enhancing Pipeline-Based Conversational Agents with Large Language Models.

Mina Foosherian, Hendrik Purwins, Purna Rathnayake, Touhidul Alam, Rui Teimao, Klaus-Dieter Thoben

CoRR, 2023

2020

End-To-End Dilated Variational Autoencoder with Bottleneck Discriminative Loss for Sound Morphing - A Preliminary Study.

Matteo Lionello, Hendrik Purwins

CoRR, 2020

2019

Introduction to the Issue on Data Science: Machine Learning for Audio Signal Processing.

Hendrik Purwins, Bob L. Sturm, Bo Li, Juhan Nam, Abeer Alwan

IEEE J. Sel. Top. Signal Process., 2019

Deep Learning for Audio Signal Processing.

Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, Tara N. Sainath

IEEE J. Sel. Top. Signal Process., 2019

2018

Exploring Deep Recurrent Q-Learning for Navigation in a 3D Environment.

Rasmus Kongsmar Brejl, Hendrik Purwins, Henrik Schoenau-Fog

EAI Endorsed Trans. Creative Technol., 2018

2017

Utilizing Domain Knowledge in End-to-End Audio Processing.

Tycho Max Sylvester Tax, Jose Luis Diez Antich, Hendrik Purwins, Lars Maaløe

CoRR, 2017

Audio-visual feedback for self-monitoring posture in ballet training.

Esben W. Knudsen, Malte L. Hølledig, Mads Juel Nielsen, Rikke K. Petersen, Sebastian Bach-Nielsen, Bogdan-Constantin Zanescu, Dan Overholt, Hendrik Purwins, Kim Helweg

Proceedings of the 17th International Conference on New Interfaces for Musical Expression, 2017

2016

Unsupervised Incremental Online Learning and Prediction of Musical Audio Signals.

Ricard Marxer, Hendrik Purwins

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Convolutional Neural Networks with Batch Normalization for Classifying Hi-hat, Snare, and Bass Percussion Sound Samples.

Nicolai Gajhede, Oliver Beck, Hendrik Purwins

Proceedings of the Audio Mostly 2016, Norrköping, Sweden, October 4-6, 2016, 2016

2015

Unsupervised Incremental Learning and Prediction of Audio Signals.

Ricard Marxer, Hendrik Purwins

CoRR, 2015

A mobile music museum experience for children.

Mikkel Helleberg Jørgensen, Aske Sønderby Knudsen, Thomas Michael Wilmot, Kasper Duemose Lund, Stefania Serafin, Hendrik Purwins

Proceedings of the 15th International Conference on New Interfaces for Musical Expression, 2015

2014

Sound and Music Computing at Aalborg University in Copenhagen.

Stefania Serafin, Sofia Dahl, Amalia de Götzen, Cumhur Erkut, Dan Overholt, Hendrik Purwins, Bob L. Sturm

Proceedings of the Music Technology meets Philosophy, 2014

2013

Automatic Phrase Continuation from Guitar and Bass Guitar Melodies.

Srikanth Cherla, Hendrik Purwins, Marco Marchini

Comput. Music. J., 2013

A Computational Comparison of Theory And Practice of Scale Intonation in Byzantine Chant.

Maria Panteli, Hendrik Purwins

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

2012

A Graphical Representation and Dissimilarity Measure for Basic Everyday Sound Events.

Kamil Adiloglu, Robert Anniés, Elio Wahlen, Hendrik Purwins, Klaus Obermayer

IEEE Trans. Speech Audio Process., 2012

Unsupervised Chord-Sequence Generation from an Audio Example.

Katerina Kosta, Marco Marchini, Hendrik Purwins

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

2011

Sparse Approximations for Drum Sound Classification.

Simon Scholler, Hendrik Purwins

IEEE J. Sel. Top. Signal Process., 2011

Regression methods for prediction of PECVD Silicon Nitride layer thickness.

Hendrik Purwins, Ahmed Nagi, Bernd Barak, Uwe Hockele, Andreas Kyek, Benjamin Lenz, Gunter Pfeifer, Kurt Weinzierl

Proceedings of the IEEE Conference on Automation Science and Engineering, 2011

2010

Unsupervised Analysis and Generation of Audio Percussion Sequences.

Marco Marchini, Hendrik Purwins

Proceedings of the Exploring Music Contents - 7th International Symposium, 2010

2009

Trends and perspectives in music cognition research and technology.

Hendrik Purwins, David R. Hardoon

Connect. Sci., 2009

What/when causal expectation modelling applied to audio signals.

Amaury Hazan, Ricard Marxer, Paul Brossier, Hendrik Purwins, Perfecto Herrera, Xavier Serra

Connect. Sci., 2009

Model cortical responses for the detection of perceptual onsets and beat tracking in singing.

Martin Coath, Susan L. Denham, Leigh M. Smith, Henkjan Honing, Amaury Hazan, Piotr Holonowicz, Hendrik Purwins

Connect. Sci., 2009

2007

Expectation along the beat: a Use Case for Music Expectation Models.

Amaury Hazan, Paul Brossier, Piotr Holonowicz, Perfecto Herrera, Hendrik Purwins

Proceedings of the 2007 International Computer Music Conference, 2007

2001

Constant Q Profiles for Tracking Modulations in Audio Data Format.

Hendrik Purwins, Benjamin Blankertz, Klaus Obermayer

Proceedings of the 2001 International Computer Music Conference, 2001

Spectrum of Pitch Differences Models the Perception of Octave Ambiguous Tones.

Immanuel Normann, Hendrik Purwins, Klaus Obermayer

Proceedings of the 2001 International Computer Music Conference, 2001

2000

A New Method for Tracking Modulations in Tonal Music in Audio Data Format.

Hendrik Purwins, Benjamin Blankertz, Klaus Obermayer

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000