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Institute of Computational Perception
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PhD Dissertations

Grünwald J. (2024) 
Methodological Advances for Invasive Brain-Computer Interfaces, Dissertation

Brazier Ch. (2023) 
Autonomous and Robust Live Tracking of Complete Opera Performances, Dissertation

Kelz R. (2022) 
Exploring Polyphonic Piano Transcription as an Inverse Problem, Dissertation.

Koutini K. (2022) 
Inductive Bias in Learning General Audio Representations, Dissertation.

Chowdhury S. (2022) 
Modelling Emotional Expression in Music Using Interpretable and Transferable Perceptual Features, Dissertation.

Henkel F. (2022) 
Multi-modal Deep Learning for On-line Music Following in Score Sheet Images, Dissertation

Heindl Ch. (2020) 
Visual Perception and Interaction Using Synthetic Data in Manufacturing, Dissertation.

Eghbal-Zadeh H. (2019) 
Representation Learning and Inference from Signals and Sequences, Dissertation.

Andreu V. (2018) 
Machine Learning Approaches to Hybrid Music Recommender Systems. , opens a fileDissertation.

Cancino Chacon, C. (2018) 
Computational Modeling of Expressive Music Performance with Linear and Non-linear Basis Function Models, opens an external URL in a new window, Dissertation.

Vogl, R. (2018)
Deep Learning Methods for Drum Transcription and Drum Pattern Generation, opens an external URL in a new window, Dissertation.

Lehner, B. (2018)
Detecting the Presence of Singing Voice in Mixed Music Signals, opens an external URL in a new window, Dissertation.

Dorfer, M. (2018)
Multimodal Deep Representation Learning and its Application to Audio and Sheet Music, opens an external URL in a new window, Dissertation.

Korzeniowski, F. (2018)
Harmonic Analysis of Musical Audio using Deep Neural Networks, opens an external URL in a new window, Dissertation.

Ortner, R. (2017)
Brain-Computer Interfaces for Stroke Patients and People With Disorders of Consciousness, Dissertation.

Schlüter, J. (2017)
Deep Learning for Event Detection, Sequence Labelling and Similarity Estimation in Music Signals, opens an external URL in a new window. Dissertation.

Kapeller, Ch. (2017)
Capabilities of Invasive Brain-Computer Interfaces and Their Contribution to Brain Surgery, Dissertation.

Prückl, R. (2017)
Real-Time Processing of Non-Invasive and Invasive Electro-Physiological Data for Brain-Computer Interfaces, Dissertation.

Sonnleitner, R. (2017)
Audio Identification via Fingerprinting: Achieving Robustness to Severe Signal Modifications, opens an external URL in a new window, Dissertation.

Bruce F. (2016) 
Improving the User Experience of Music Recommender Systems Through Personality and Cultural Information., opens a file Dissertation.

Krebs, F. (2016)
Metrical Analysis of Musical Audio Using Probabilistic Models, opens an external URL in a new window, Dissertation.

Böck, S. (2016)
Event Detection in Musical Audio: Beyond Simple Feature Design, opens an external URL in a new window, Dissertation.

Arzt, A. (2016)
Flexible and Robust Music Tracking, opens an external URL in a new window, Dissertation.
Complete bibliographic metadata here, opens an external URL in a new window

Eibensteiner, F. (2016)
Hardware Architecture of an Event-Driven Stereo Vision Algorithm Based on Silicon Retina Sensors, Dissertation.

Pichler, K. (2014)
Monitoring System for Reciprocating Compressor Valves - A data-driven Approach, Dissertation.

Stübl, G. (2013)
Robust Defect Detection for Near-Regular Textures Based On Hermann Weyl´s Discrepancy Measure, Dissertation.

Wieser, V. (2013)
A Novel Illumination Technique for Defection on Specular, Textured Surfaces and Its High Performance Implementation through Auto-Parallelization Techniques, Dissertation.

Roland, M. (2012)
Security Issues in mobile NFC Devices, Dissertation.

Niedermayer, B. (2012)
Accurate Audio-to-Score Alignment - Data Acquisition in the Context of Computational Musicology, opens an external URL in a new windowDissertation.

Flossmann, S. (2012)
Expressive Performance Rendering with Probabilistic Models - Creating, Analyzing, and Using the Magaloff Corpus, opens an external URL in a new windowDissertation.

Thumfart, St. (2012)
Genetic Texture Synthesis, Dissertation.

Schnitzer, D. (2012).
Indexing Content-Based Music Similarity Models for Fast Retrieval in Massive Databases, opens an external URL in a new windowDissertation.

Seyerlehner, K. (2011).
Content-Based Music Recommender Systems: Beyond simple Frame-Level Audio Similarity, opens an external URL in a new windowDissertation
Received Award of Excellence 2011 by the Austrian Federal Ministry of Science and Research (BMWF).

Knees, P. (2010).
Text-Based Description of Music for Indexing, Retrieval, and Browsing, opens an external URL in a new windowDissertation.

Pohle, T. (2009)
Automatic Characterization of Music for Intuitive Retrieval, opens an external URL in a new window, Dissertation.

Eidenberger, R. (2010)
Probabilistic Active Perception Planning for Autonomous Robots in Everyday Environments, Dissertation.

Madlmayr, G. (2009)
Eine mobile Service Architektur für ein sicheres NFC-Ökosystem, Dissertation.

Schedl, M. (2008).
Automatically Extracting, Analyzing, and Visualizing Information on Music Artists from the World Wide Web, opens an external URL in a new windowDissertation.

Pampalk, E. (2006).
Computational Models of Music Similarity and their Application in Music Information Retrieval, opens an external URL in a new window, Dissertation.