A New Method for Tracking Modulations in Tonal Music in Audio Data Format. - Hendrik Purwins; Benjamin Blankertz; Klaus Obermayer (IJCNN (6), 2000)

Spectrum of Pitch Differences Models the Perception of Octave Ambiguous Tones. - Immanuel Normann; Hendrik Purwins; Klaus Obermayer (ICMC, 2001)

Constant Q Profiles for Tracking Modulations in Audio Data Format. - Hendrik Purwins; Benjamin Blankertz; Klaus Obermayer (ICMC, 2001)

Expectation along the beat: a Use Case for Music Expectation Models. - Amaury Hazan; Paul Brossier; Piotr Holonowicz; Perfecto Herrera; Hendrik Purwins (ICMC, 2007)

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)

What/when causal expectation modelling applied to audio signals. - Amaury Hazan; Ricard Marxer; Paul Brossier; Hendrik Purwins; Perfecto Herrera; Xavier Serra (Connect. Sci., 2009)

Trends and perspectives in music cognition research and technology. - Hendrik Purwins; David R. Hardoon (Connect. Sci., 2009)

Unsupervised Analysis and Generation of Audio Percussion Sequences. - Marco Marchini; Hendrik Purwins (CMMR, 2010)

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 (CASE, 2011)

Sparse Approximations for Drum Sound Classification. - Simon Scholler; Hendrik Purwins (IEEE J. Sel. Top. Signal Process., 2011)

Unsupervised Chord-Sequence Generation from an Audio Example. - Katerina Kosta; Marco Marchini; Hendrik Purwins (ISMIR, 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)

A Computational Comparison of Theory And Practice of Scale Intonation in Byzantine Chant. - Maria Panteli; Hendrik Purwins (ISMIR, 2013)

Automatic Phrase Continuation from Guitar and Bass Guitar Melodies. - Srikanth Cherla; Hendrik Purwins; Marco Marchini (Comput. Music. J., 2013)

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 (ICMC, 2014)

A mobile music museum experience for children. - Mikkel Helleberg Jørgensen; Aske Sønderby Knudsen; Thomas Michael Wilmot; Kasper Duemose Lund; Stefania Serafin; Hendrik Purwins (NIME, 2015)

Unsupervised Incremental Learning and Prediction of Audio Signals. - Ricard Marxer; Hendrik Purwins (CoRR, 2015)

Convolutional Neural Networks with Batch Normalization for Classifying Hi-hat, Snare, and Bass Percussion Sound Samples. - Nicolai Gajhede; Oliver Beck; Hendrik Purwins (Audio Mostly Conference, 2016)

Unsupervised Incremental Online Learning and Prediction of Musical Audio Signals. - Ricard Marxer; Hendrik Purwins (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

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 (NIME, 2017)

Utilizing Domain Knowledge in End-to-End Audio Processing. - Tycho Max Sylvester Tax; Jose Luis Diez Antich; Hendrik Purwins; Lars Maaløe (CoRR, 2017)

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)

Deep Learning for Audio Signal Processing. - Hendrik Purwins; Bo Li 028; Tuomas Virtanen; Jan Schlüter; Shuo-Yiin Chang; Tara N. Sainath (IEEE J. Sel. Top. Signal Process., 2019)

Introduction to the Issue on Data Science: Machine Learning for Audio Signal Processing. - Hendrik Purwins; Bob L. Sturm; Bo Li 028; Juhan Nam; Abeer Alwan (IEEE J. Sel. Top. Signal Process., 2019)

End-To-End Dilated Variational Autoencoder with Bottleneck Discriminative Loss for Sound Morphing - A Preliminary Study. - Matteo Lionello; Hendrik Purwins (CoRR, 2020)

Enhancing Pipeline-Based Conversational Agents with Large Language Models. - Mina Foosherian; Hendrik Purwins; Purna Rathnayake; Touhidul Alam; Rui Teimao; Klaus-Dieter Thoben (CoRR, 2023)