Publications

Perception and classification of emotions in nonsense speech: Humans versus machines

Emilia Parada-Cabaleiro, Anton Batliner, Maximilian Schmitt, Markus Schedl, Giovanni Constantini, Björn Schuller

Verse versus Chorus: Structure-aware Feature Extraction for Lyrics-based Genre Recognition

Maximilian Mayerl, Stefan Brandl, Günther Specht, Markus Schedl, Eva Zangerle

Traces of Globalization in Online Music Consumption Patterns and Results of Recommendation Algorithms

Oleg Lesota, Emilia Parada-Cabaleiro, Stefan Brandl, Elisabeth Lex, Navid Rekabsaz, Markus Schedl

On the Impact and Interplay of Input Representations and Network Architectures for Automatic Music Tagging

Maximilian Damböck, Richard Vogl, Peter Knees

Unsupervised Graph Embeddings for Session-based Recommendation with Item Features

Andreas Peintner, Marta Moscati, Emilia Parada-Cabaleiro, Markus Schedl, Eva Zangerle

Bias and Feedback Loops in Music Recommendation: Studies on Record Label Impact

Peter Knees, Andres Ferraro, Moritz Hübler

Evaluating Recommender Systems: Survey and Framework

The comprehensive evaluation of the performance of a recommender system is a complex endeavor: many facets need to be considered in …

Eva Zangerle, Christine Bauer

LFM-2b: A Dataset of Enriched Music Listening Events for Recommender Systems Research and Fairness Analysis

Markus Schedl, Stefan Brandl, Oleg Lesota, Emilia Parada-Cabaleiro, David Penz, Navid Rekabsaz

ReStyle-MusicVAE: Enhancing User Control of Deep Generative Music Models with Expert Labeled Anchors

Damjan Prvulovic, Richard Vogl, and Peter Knees

Music4All-Onion -- A Large-Scale Multi-Faceted Content-Centric Music Recommendation Dataset

Marta Moscati, Emilia Parada-Cabaleiro, Yashar Deldjoo, Eva Zangerle, Markus Schedl

An Exploratory Study on the Acoustic Musical Properties to Decrease Self-Perceived Anxiety

Emilia Parada-Cabaleiro, Anton Batliner, Markus Schedl

A Reproducibility Study on User-centric MIR Research and Why it is Important

Peter Knees, Bruce Ferwerda, Andreas Rauber, Sebastian Strumbelj, Annabel Resch, Laurenz Tomandl, Valentin Bauer, Tang Fung Yee, Josip Bobinac, Amila Ceranic, Riad Dizdar

My friends also prefer diverse music

Tomislav Duricic, Dominik Kowald, Markus Schedl, Elisabeth Lex

Predicting Music Relistening Behavior Using the ACT-R Framework

Markus Reiter-Haas, Emilia Parada-Cabaleiro, Markus Schedl, Elham Motamedi, Marko Tkalcic, Elisabeth Lex

Does Track Sequence in User-generated Playlists Matter?

Harald Schweiger, Emilia Parada-Cabaleiro, Markus Schedl