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  • 8 Similar Profiles
Acoustic waves Engineering & Materials Science
Unsupervised learning Engineering & Materials Science
Music Medicine & Life Sciences
Electroencephalography Medicine & Life Sciences
Brain-Computer Interfaces Medicine & Life Sciences
Neural networks Engineering & Materials Science
Audio recordings Engineering & Materials Science
process of teaching Social Sciences

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Research Output 2013 2018

  • 10 Article in proceeding
  • 8 Journal article
  • 3 Paper without publisher/journal
  • 1 Poster
103 Downloads (Pure)

An Xception Residual Recurrent Neural Network for Audio Event Detection and Tagging

Gajarsky, T. & Purwins, H., 2018, Proceedings of the 15th Sound and Music Computing Conference (SMC2018). Sound and Music Computing Network, p. 210-216 (Proceedings of the Sound and Music Computing Conference).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Recurrent neural networks
Acoustic waves
Sirens
Railroad cars
Fusion reactions
18 Downloads (Pure)

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

Brejl, R., Purwins, H. & Schoenau-Fog, H., 2018, In : EAI Endrosed Trasactions on Creative Technologies. 18, 14, 5 p., e3.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Navigation
Reinforcement learning
Artificial intelligence
Teaching
Pixels
55 Downloads (Pure)

Interactive Exploration of Musical Space with Parametric t-SNE

Lionello, M., Pietrogrande, L., Purwins, H. & Abou-Zleikha, M., 2018, Proceedings of the 15th Sound and Music Computing Conference (SMC2018) . Sound and Music Computing Network, p. 200-208 8 p. (Proceedings of the Sound and Music Computing Conference).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
User interfaces
Feature extraction
Processing
Industry

Audio-Visual Feedback for Self-monitoring Posture in Ballet Training

Knudsen, E. W., Hølledig, M. L., Bach-Nielsen, S. S., Petersen, R. K., Zanescu, B-C., Nielsen, M. J., Helweg, K., Overholt, D. & Purwins, H., 15 May 2017, NIME 2017 Papers and Posters Proceedings. Copenhagen: New Interfaces for Musical Expression, p. 71-76 (NIME Proceedings, Vol. 2017).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Feedback
High pass filters
Monitoring
Calibration
Students

Brain-computer interfaces: A unique window into the hearing soul

Treder, M. S., Miklody, D., Blankertz, B. & Purwins, H., 2017.

Research output: Contribution to conference without publisher/journalPaper without publisher/journalResearchpeer-review

Brain-Computer Interfaces
Hearing
Brain
Auditory Cortex
Electroencephalography