Forschungsprojektdetails

Publikationstyp: Aufsatz / Paper in sonstiger referierter Fachzeitschrift

1. Movie Genome: Alleviating New Item Cold Start in Movie Recommendation
2. DeepSNP: An End-to-End Deep Neural Network with Attention-Based Localization for Breakpoint Detection in Single-Nucleotide Polymorphism Array Genomic Data

Publikationstyp: Aufsatz / Paper in Tagungsband (referiert)

1. A GAN Based Drum Pattern Generation UI Prototype
2. Deep Within-Class Covariance Analysis for Robust Deep Audio Representation Learning
3. GANs and Poses: An Interactive Generative Music Installation Controlled by Dance Moves
4. Large-scale weakly labeled semi-supervised sound event detection in domestic environments
5. A Hybrid Approach to Music Playlist Continuation Based on Playlist-Song Membership
6. A hybrid approach with multi-channel i-vectors and convolutional neural networks for acoustic scene classification
7. Aktuelle Entwicklungen in der Automatischen Musikverfolgung
8. Classifying Short Acoustic Scenes with I-Vectors and CNNs: Challenges and Optimisations for the 2017 DCASE ASC Task
9. Learning Audio - Sheet Music Correspondences for Score Identification And offline Alignment
10. Likelihood Estimation for Generative Adversarial Networks

Publikationstyp: Dissertation

1. Representation Learning and Inference from Signals and Sequences

Vortragstyp: Eingeladener Vortrag an anderen Institutionen

1. Deep Learning of High-Level Representations, Austria, (08.03.2018) 

Vortragstyp: Vortrag auf einer Tagung (referiert)

1. Deep Within-Class Covariance Analysis for Robust Deep Audio Representation Learning, Canada, (08.12.2018)