Hendrik Purwins

Publikationer

  1. 2018
  2. Udgivet

    Exploring Deep Recurrent Q-Learning for Navigation in a 3D Environment. / Brejl, Rasmus; Purwins, Hendrik; Schoenau-Fog, Henrik .

    I: EAI Endrosed Trasactions on Creative Technologies, Bind 5, Nr. 1, 2018.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

  3. 2017
  4. Udgivet

    Audio-Visual Feedback for Self-monitoring Posture in Ballet Training. / Knudsen, Esben Winther; Hølledig, Malte Lindholm; Bach-Nielsen, Sebastian Siem; Petersen, Rikke Katrine; Zanescu, Bogdan-Constantin; Nielsen, Mads Juel; Helweg, Kim; Overholt, Daniel; Purwins, Hendrik.

    NIME 2017 Papers and Posters Proceedings. Copenhagen : New Interfaces for Musical Expression, 2017. s. 71-76.

    Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

  5. Udgivet

    Brain-computer interfaces : A unique window into the hearing soul. / Treder, Matthias S.; Miklody, Daniel; Blankertz, Benjamin; Purwins, Hendrik.

    2017. Paper præsenteret ved The Music & Cochlear Implants Symposium, Snekkersten, Danmark.

    Publikation: Konferencebidrag uden forlag/tidsskriftPaper uden forlag/tidsskriftForskningpeer review

  6. Udgivet

    Estimation of violin bowing features from Audio recordings with Convolutional Networks. / Perez-Carillo, Alfonso; Purwins, Hendrik.

    2017. Paper præsenteret ved Conference and Workshop on Neural Information Processing Systems (NIPS), Long Beach, USA.

    Publikation: Konferencebidrag uden forlag/tidsskriftPaper uden forlag/tidsskriftForskningpeer review

  7. Udgivet

    Towards Statistical Unsupervised Online Learning for Music Listening with Hearing Devices. / Purwins, Hendrik; Marchini, Marco; Marxer, Richard.

    2017. 41 Paper præsenteret ved The Music & Cochlear Implants Symposium, Snekkersten, Danmark.

    Publikation: Konferencebidrag uden forlag/tidsskriftPaper uden forlag/tidsskriftForskningpeer review

  8. Udgivet

    Utilizing Domain Knowledge in End-to-End Audio Processing. / Tax, Tycho ; Antich, Jose Luis Diez; Purwins, Hendrik; Maaløe, Lars.

    Workshop Machine Learning for Audio Signal Processing at NIPS 2017 (ML4Audio@NIPS17). 2017.

    Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

  9. 2016
  10. Udgivet
  11. Udgivet

    Convolutional Neural Networks with Batch Normalization for Classifying Hi-hat, Snare, and Bass Percussion Sound Samples. / Gajhede, Nicolai; Beck, Oliver; Purwins, Hendrik.

    Audio Mostly'16. New York, USA : Association for Computing Machinery, 2016. s. 111-115.

    Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

  12. Unsupervised incremental online learning and prediction of musical audio signals. / Marxer, Richard; Purwins, Hendrik.

    I: I E E E Transactions on Audio, Speech and Language Processing, Bind 24, Nr. 5, 15.02.2016, s. 863 - 874.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

  13. Udgivet

    Unsupervised Learning of Structural Representation of Percussive Audio Using a Hierarchical Dirichlet Process Hidden Markov Model. / Antich, Jose Luis Diez; Paterna, Mattia ; Marxer, Richard; Purwins, Hendrik.

    MML 2016 9th International Workshop on Machine Learning and Music: Held in Conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2016). red. / Rafael Ramirez; Darrell Conklin; José Manuel Iñesta. 2016. s. 6-10.

    Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

  14. 2015
  15. Udgivet

    A Mobile Music Museum Experience for Children. / Jørgensen, Mikkel Helleberg; Knudsen, Aske Sønderby; Wilmot, Thomas Michael; Lund, Kasper Duemose; Serafin, Stefania; Purwins, Hendrik.

    Proceedings of the International Conference on New Interfaces for Musical Expression (NIME 2015). red. / Edgar Berdahl. Louisiana State University, 2015. s. 36-37.

    Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

  16. Udgivet

    Blended Course with Flipped Classroom Approach : Experiences. / Timcenko, Olga; Purwins, Hendrik; Triantafyllou, Evangelia; Kofoed, Lise.

    The Sixth International Conference on e-Learning. 2015.

    Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

  17. Udgivet

    Extracting the Neural Representation of Tone Onsets for Separate Voices of Ensemble Music Using Multivariate EEG Analysis. / Sturm, Irene; Treder, Matthias S.; Miklody, Daniel; Purwins, Hendrik; Dähne, Sven; Blankertz, Benjamin; Curio, Gabriel.

    I: Psychomusicology: Music, Mind, & Brain, Bind 25, Nr. 4, 11.2015, s. 366-379.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

  18. 2014
  19. Udgivet

    Decoding auditory attention to instruments in polyphonic music using single-trial EEG classification. / Treder, Matthias S.; Purwins, Hendrik; Miklody, Daniel; Sturm, Irene; Blankertz, Benjamin.

    I: Journal of Neural Engineering, Bind 11, 026009, 2014.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

  20. Udgivet

    Regression Methods for Virtual Metrology of Layer Thickness in Chemical Vapor Deposition. / Purwins, Hendrik; Barak, Bernd; Nagi, Ahmed; Engel, Reiner; Höckele, Uwe; Kyek, Andreas; Cherla, Srikanth ; Lenz, Benjamin; Pfeifer, Günter; Weinzierl, Kurt.

    I: I E E E - A S M E Transactions on Mechatronics, Bind 19, Nr. 1, 02.2014, s. 1-8.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

  21. Udgivet

    Sound and music computing at Aalborg University in Copenhagen. / Serafin, Stefania; Dahl, Sofia; Götzen, Amalia De; Erkut, Cumhur; Overholt, Daniel; Purwins, Hendrik; Sturm, Bob.

    Proceedings - 40th International Computer Music Conference, ICMC 2014 and 11th Sound and Music Computing Conference, SMC 2014 - Music Technology Meets Philosophy: From Digital Echos to Virtual Ethos. National and Kapodistrian University of Athens, 2014. s. 1818-1821.

    Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

  22. Udgivet

    The polyphonic brain : Extracting the neural representation of rhythmic structure for separate voices of polyphonic music using ERPs. / Sturm, Irene; Treder, Matthias S.; Dähne, Sven; Miklody, Daniel; Purwins, Hendrik; Blankertz, Benjamin; Curio, Gabriel.

    2014. Poster session præsenteret ved The Neurosciences and Music V, Dijon, Frankrig.

    Publikation: Konferencebidrag uden forlag/tidsskriftPosterForskningpeer review

  23. 2013
  24. Udgivet

    A computational comparison of theory and practice of scale intonation in Byzantine chant. / Panteli, Maria; Purwins, Hendrik.

    Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013. red. / Alceu de Souza Britto Jr.; Fabien Gouyon; Simon Dixon. ISMIR, 2013. s. 169-174.

    Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

  25. Udgivet

    A Quantitative Comparison of Chrysanthine Theory and Performance Practice of Scale Tuning, Steps, and Prominence of the Octoechos in Byzantine Chant. / Panteli, Maria; Purwins, Hendrik.

    I: Journal of New Music Research, Bind 42, Nr. 3, 2013, s. 205-221.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

  26. Udgivet

    Automatic Phrase Continuation from Guitar and Bass guitar Melodies. / Cherla, Srikanth; Purwins, Hendrik; Marchini, Marco.

    I: Computer Music Journal, Bind 37, Nr. 3, 2013, s. 68-81.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review