VIE-PCX - Ein Expert System Shell für den PC. - Gerhard Widmer; Werner Horn (ÖGAI, 1985)

A Tight Integration of Deductive Learning. - Gerhard Widmer (ML, 1989)

Wissensbasiertes Lernen in der Musik: Die Integration induktiver und deduktiver Lernmethoden. - Gerhard Widmer (ÖGAI, 1989)

The Usefulness of Qualitative Theories of Musical Perception. - Gerhard Widmer (ICMC, 1990)

Using Plausible Explanations to Bias Empirical Generalizations in Weak Theory Domains. - Gerhard Widmer (EWSL, 1991)

Learning Specialized Disease Descriptions in a Rheumatological Expert System. - Werner Horn; Gerhard Widmer; Bernhard Nagele (MIE, 1991)

Automatische Verfeinerung der Wissensbasis durch maschinelles Lernen in einem medizinischen Expertensystem. - Bernhard Nagele; Gerhard Widmer; Werner Horn (ÖGAI, 1991)

Learning Flexible Concepts from Streams of Examples: FLORA 2. - Gerhard Widmer; Miroslav Kubat (ECAI, 1992)

Effective Learning in Dynamic Environments by Explicit Context Tracking. - Gerhard Widmer; Miroslav Kubat (ECML, 1993)

Understanding and Learning Musical Expression. - Gerhard Widmer (ICMC, 1993)

Automatic knowledge base refinement: learning from examples and deep knowledge in rheumatology. - Gerhard Widmer; Werner Horn; Bernhard Nagele (Artif. Intell. Medicine, 1993)

Combining Knowledge-Based and Instance-Based Learning to Exploit Qualitative Knowledge. - Gerhard Widmer (Informatica (Slovenia), 1993)

The Synergy of Music Theory and Al: Learning Multi-Level Expressive Interpretation. - Gerhard Widmer (AAAI, 1994)

Combining Robustness and Flexibility in Learning Drifting Concepts. - Gerhard Widmer (ECAI, 1994)

Learning Expression at Multiple Structural Levels. - Gerhard Widmer (ICMC, 1994)

Incremental Reduced Error Pruning. - Johannes Fürnkranz; Gerhard Widmer (ICML, 1994)

Adapting to Drift in Continuous Domains (Extended Abstract). - Miroslav Kubat; Gerhard Widmer (ECML, 1995)

What Is It That Makes It a Horowitz? Empirical Musicology via Machine Learning. - Gerhard Widmer (ECAI, 1996)

Recognition and Exploitation of Contextual CLues via Incremental Meta-Learning. - Gerhard Widmer (ICML, 1996)

Learning in the Presence of Concept Drift and Hidden Contexts. - Gerhard Widmer; Miroslav Kubat (Mach. Learn., 1996)

Tracking Context Changes through Meta-Learning. - Gerhard Widmer (Mach. Learn., 1997)

Guest Editors' Introduction. - Gerhard Widmer; Miroslav Kubat (Mach. Learn., 1998)

On the Potential of Machine Learning for Music Research. - Gerhard Widmer (Readings in Music and Artificial Intelligence, 2000)

Relative Unsupervised Discretization for Regresseion Problems. - Marcus-Christopher Ludl; Gerhard Widmer (ECML, 2000)

Large-scale Induction of Expressive Performance Rules: First Quantitative Results. - Gerhard Widmer (ICMC, 2000)

Relative Unsupervised Discretization for Association Rule Mining. - Marcus-Christopher Ludl; Gerhard Widmer (PKDD, 2000)

Searching for Patterns in Political Event Sequences: Experiments with the Keds Database. - Klaus Kovar; Johannes Fürnkranz; Johann Petrak; Bernhard Pfahringer; Robert Trappl; Gerhard Widmer (Cybern. Syst., 2000)

Discovering Strong Principles of Expressive Music Performance with the PLCG Rule Learning Strategy. - Gerhard Widmer (ECML, 2001)

Hybrid Decision Tree Learners with Alternative Leaf Classifiers: An Empirical Study. - Alexander K. Seewald; Johann Petrak; Gerhard Widmer (FLAIRS, 2001)

Inductive Learning of General and Robust Local Expression Principles. - Gerhard Widmer (ICMC, 2001)

The Musical Expression Project: A Challenge for Machine Learning and Knowledge Discovery. - Gerhard Widmer (PKDD, 2001)

Using AI and machine learning to study expressive music performance: project survey and first report. - Gerhard Widmer (AI Commun., 2001)

Prediction of Ordinal Classes Using Regression Trees. - Stefan Kramer 001; Gerhard Widmer; Bernhard Pfahringer; Michael de Groeve (Fundam. Informaticae, 2001)

In Search of the Horowitz Factor: Interim Report on a Musical Discovery Project. - Gerhard Widmer (ALT, 2002)

Music Performer Recognition Using an Ensemble of Simple Classifiers. - Efstathios Stamatatos; Gerhard Widmer (ECAI, 2002)

Towards a Simple Clustering Criterion Based on Minimum Length Encoding. - Marcus-Christopher Ludl; Gerhard Widmer (ECML, 2002)

Real Time Tracking and Visualisation of Musical Expression. - Simon Dixon; Werner Goebl; Gerhard Widmer (ICMAI, 2002)

The Performance Worm: Real Time Visualisation of Expression based on Langner's Tempo-Loudness Animation. - Simon Dixon; Werner Goebl; Gerhard Widmer (ICMC, 2002)

Transformation-Based Regression. - Björn Bringmann; Stefan Kramer 001; Friedrich Neubarth; Hannes Pirker; Gerhard Widmer (ICML, 2002)

Playing Mozart Phrase by Phrase. - Asmir Tobudic; Gerhard Widmer (ICCBR, 2003)

Relational IBL in Music with a New Structural Similarity Measure. - Asmir Tobudic; Gerhard Widmer (ILP, 2003)

Classification of dance music by periodicity patterns. - Simon Dixon; Elias Pampalk; Gerhard Widmer (ISMIR, 2003)

Visualizing changes in the structure of data for exploratory feature selection. - Elias Pampalk; Werner Goebl; Gerhard Widmer (KDD, 2003)

Discovering simple rules in complex data: A meta-learning algorithm and some surprising musical discoveries. - Gerhard Widmer (Artif. Intell., 2003)

In Search of the Horowitz Factor. - Gerhard Widmer; Simon Dixon; Werner Goebl; Elias Pampalk; Asmir Tobudic (AI Mag., 2003)

Automatic Recognition of Famous Artists by Machine. - Gerhard Widmer; Patrick Zanon (ECAI, 2004)

Case-Based Relational Learning of Expressive Phrasing in Classical Music. - Asmir Tobudic; Gerhard Widmer (ECCBR, 2004)

Towards Characterisation of Music via Rhythmic Patterns. - Simon Dixon; Fabien Gouyon; Gerhard Widmer (ISMIR, 2004)

Artist Classification with Web-Based Data. - Peter Knees; Elias Pampalk; Gerhard Widmer (ISMIR, 2004)

Exploring Music Collections by Browsing Different Views. - Elias Pampalk; Simon Dixon; Gerhard Widmer (Comput. Music. J., 2004)

A new approach to hierarchical clustering and structuring of data with Self-Organizing Maps. - Elias Pampalk; Gerhard Widmer; Alvin T. S. Chan (Intell. Data Anal., 2004)

Improving Prototypical Artist Detection by Penalizing Exorbitant Popularity. - Markus Schedl; Peter Knees; Gerhard Widmer (CMMR, 2005)

Hierarchical Organization and Description of Music Collections at the Artist Level. - Elias Pampalk; Arthur Flexer; Gerhard Widmer (ECDL, 2005)

Evolutionary Search for Musical Parallelism. - Søren Tjagvad Madsen; Gerhard Widmer (EvoWorkshops, 2005)

Exploring Similarities in Music Performances with an Evolutionary Algorithm. - Søren Tjagvad Madsen; Gerhard Widmer (FLAIRS, 2005)

The "Air Worm": an Interface for Real-Time manipulation of Expressive Music Performance. - Simon Dixon; Werner Goebl; Gerhard Widmer (ICMC, 2005)

The Machine Learning and Intelligent Music Processing Group at the Austrian Research Institute for Artificial Intelligence (öFAI), Vienna. - Gerhard Widmer; Simon Dixon; Arthur Flexer; Werner Goebl; Peter Knees; Søren Tjagvad Madsen; Elias Pampalk; Tim Pohle; Markus Schedl; Asmir Tobudic (ICMC, 2005)

Learning to Play Like the Great Pianists. - Asmir Tobudic; Gerhard Widmer (IJCAI, 2005)

Why Computers Need to Learn About Music. - Gerhard Widmer (ILP, 2005)

MATCH: A Music Alignment Tool Chest. - Simon Dixon; Gerhard Widmer (ISMIR, 2005)

Novelty Detection Based on Spectral Similarity of Songs. - Arthur Flexer; Elias Pampalk; Gerhard Widmer (ISMIR, 2005)

Multiple Lyrics Alignment: Automatic Retrieval of Song Lyrics. - Peter Knees; Markus Schedl; Gerhard Widmer (ISMIR, 2005)

Improvements of Audio-Based Music Similarity and Genre Classificaton. - Elias Pampalk; Arthur Flexer; Gerhard Widmer (ISMIR, 2005)

Dynamic Playlist Generation Based on Skipping Behavior. - Elias Pampalk; Tim Pohle; Gerhard Widmer (ISMIR, 2005)

Discovering and Visualizing Prototypical Artists by Web-Based Co-Occurrence Analysis. - Markus Schedl; Peter Knees; Gerhard Widmer (ISMIR, 2005)

Interactive Poster: Using CoMIRVA for Visualizing Similarities Between Music Artists. - Markus Schedl; Peter Knees; Gerhard Widmer (IEEE Visualization, 2005)

Automatic identification of music performers with learning ensembles. - Efstathios Stamatatos; Gerhard Widmer (Artif. Intell., 2005)

Musikalisch intelligente Computer Anwendungen in der klassischen und populären Musik. - Gerhard Widmer (Inform. Spektrum, 2005)

Towards Automatic Retrieval of Album Covers. - Markus Schedl; Peter Knees; Tim Pohle; Gerhard Widmer (ECIR, 2006)

Investigating Web-Based Approaches to Revealing Prototypical Music Artists in Genre Taxonomies. - Markus Schedl; Peter Knees; Gerhard Widmer (ICDIM, 2006)

Probabilistic Combination of Features for Music Classification. - Arthur Flexer; Fabien Gouyon; Simon Dixon; Gerhard Widmer (ISMIR, 2006)

Separating voices in MIDI. - Søren Tjagvad Madsen; Gerhard Widmer (ISMIR, 2006)

Independent Component Analysis for Music Similarity Computation. - Tim Pohle; Peter Knees; Markus Schedl; Gerhard Widmer (ISMIR, 2006)

Assigning and Visualizing Music Genres by Web-based Co-Occurrence Analysis. - Markus Schedl; Tim Pohle; Peter Knees; Gerhard Widmer (ISMIR, 2006)

Combining audio-based similarity with web-based data to accelerate automatic music playlist generation. - Peter Knees; Tim Pohle; Markus Schedl; Gerhard Widmer (Multimedia Information Retrieval, 2006)

An innovative three-dimensional user interface for exploring music collections enriched. - Peter Knees; Markus Schedl; Tim Pohle; Gerhard Widmer (ACM Multimedia, 2006)

Evaluation of term utility functions for very short multidocument summaries. - Alexander K. Seewald; Christian Holzbaur; Gerhard Widmer (Appl. Artif. Intell., 2006)

Exploring Pianist Performance Styles with Evolutionary String Matching. - Søren Tjagvad Madsen; Gerhard Widmer (Int. J. Artif. Intell. Tools, 2006)

Relational IBL in classical music. - Asmir Tobudic; Gerhard Widmer (Mach. Learn., 2006)

Guest editorial: Machine learning in and for music. - Gerhard Widmer (Mach. Learn., 2006)

Searching for Music Using Natural Language Queries and Relevance Feedback. - Peter Knees; Gerhard Widmer (Adaptive Multimedia Retrieval, 2007)

Automatically Detecting Members and Instrumentation of Music Bands Via Web Content Mining. - Markus Schedl; Gerhard Widmer (Adaptive Multimedia Retrieval, 2007)

Building an Interactive Next-Generation Artist Recommender Based on Automatically Derived High-Level Concepts. - Tim Pohle; Peter Knees; Markus Schedl; Gerhard Widmer (CBMI, 2007)

Evaluating Low-Level Features for Beat Classification and Tracking. - Fabien Gouyon; Simon Dixon; Gerhard Widmer (ICASSP (4), 2007)

Key-Finding with Interval Profiles. - Søren Tjagvad Madsen; Gerhard Widmer (ICMC, 2007)

Towards a Computational Model of Melody Identification in Polyphonic Music. - Søren Tjagvad Madsen; Gerhard Widmer (IJCAI, 2007)

Meaningfully Browsing Music Services. - Tim Pohle; Peter Knees; Markus Schedl; Gerhard Widmer (ISMIR, 2007)

Web-Based Detection of Music Band Members and Line-Up. - Markus Schedl; Gerhard Widmer; Tim Pohle; Klaus Seyerlehner (ISMIR, 2007)

From Rhythm Patterns to Perceived Tempo. - Klaus Seyerlehner; Gerhard Widmer; Dominik Schnitzer (ISMIR, 2007)

One-touch access to music on mobile devices. - Dominik Schnitzer; Tim Pohle; Peter Knees; Gerhard Widmer (MUM, 2007)

A music search engine built upon audio-based and web-based similarity measures. - Peter Knees; Tim Pohle; Markus Schedl; Gerhard Widmer (SIGIR, 2007)

Exploring Music Collections in Virtual Landscapes. - Peter Knees; Markus Schedl; Tim Pohle; Gerhard Widmer (IEEE Multim., 2007)

"Reinventing the Wheel": A Novel Approach to Music Player Interfaces. - Tim Pohle; Peter Knees; Markus Schedl; Elias Pampalk; Gerhard Widmer (IEEE Trans. Multim., 2007)

Automatic Reduction of MIDI Files Preserving Relevant Musical Content. - Søren Tjagvad Madsen; Rainer Typke; Gerhard Widmer (Adaptive Multimedia Retrieval, 2008)

An Approach to Automatically Tracking Music Preference on Mobile Players. - Tim Pohle; Klaus Seyerlehner; Gerhard Widmer (Adaptive Multimedia Retrieval, 2008)

Automatic Page Turning for Musicians via Real-Time Machine Listening. - Andreas Arzt; Gerhard Widmer; Simon Dixon (ECAI, 2008)

Towards an Automatically Generated Music Information System Via Web Content Mining. - Markus Schedl; Peter Knees; Tim Pohle; Gerhard Widmer (ECIR, 2008)

Collaborative and Cooperative Environments. - Christoph Anthes; Vassil Alexandrov 001; Dieter Kranzlmüller; Jens Volkert; Gerhard Widmer (ICCS (3), 2008)

Playlist Generation using Start and End Songs. - Arthur Flexer; Dominik Schnitzer; Martin Gasser; Gerhard Widmer (ISMIR, 2008)

Streamcatcher: Integrated Visualization of Music Clips and Online Audio Streams. - Martin Gasser; Arthur Flexer; Gerhard Widmer (ISMIR, 2008)

Sound/tracks: real-time synaesthetic sonification of train journeys. - Peter Knees; Tim Pohle; Gerhard Widmer (ACM Multimedia, 2008)

Sound/tracks: real-time synaesthetic sonification and visualisation of passing landscapes. - Tim Pohle; Peter Knees; Gerhard Widmer (ACM Multimedia, 2008)

Using string kernels to identify famous performers from their playing style. - Craig Saunders; David R. Hardoon; John Shawe-Taylor; Gerhard Widmer (Intell. Data Anal., 2008)

The ISMIR Cloud: A Decade of ISMIR Conferences at Your Fingertips. - Maarten Grachten; Markus Schedl; Tim Pohle; Gerhard Widmer (ISMIR, 2009)

Who Is Who in the End? Recognizing Pianists by Their Final Ritardandi. - Maarten Grachten; Gerhard Widmer (ISMIR, 2009)

Augmenting Text-based Music Retrieval with Audio Similarity: Advantages and Limitations. - Peter Knees; Tim Pohle; Markus Schedl; Dominik Schnitzer; Klaus Seyerlehner; Gerhard Widmer (ISMIR, 2009)

On Rhythm and General Music Similarity. - Tim Pohle; Dominik Schnitzer; Markus Schedl; Peter Knees; Gerhard Widmer (ISMIR, 2009)

A Filter-and-Refine Indexing Method for Fast Similarity Search in Millions of Music Tracks. - Dominik Schnitzer; Arthur Flexer; Gerhard Widmer (ISMIR, 2009)

Browsing Music Recommendation Networks. - Klaus Seyerlehner; Peter Knees; Dominik Schnitzer; Gerhard Widmer (ISMIR, 2009)

Dealing with Music in Intelligent Ways. - Gerhard Widmer (ISMIS, 2009)

On the limitations of browsing top-N recommender systems. - Klaus Seyerlehner; Arthur Flexer; Gerhard Widmer (RecSys, 2009)

YQX Plays Chopin. - Gerhard Widmer; Sebastian Flossmann; Maarten Grachten (AI Mag., 2009)

A Comparison of Human, Automatic and Collaborative Music Genre Classification and User Centric Evaluation of Genre Classification Systems. - Klaus Seyerlehner; Gerhard Widmer; Peter Knees (Adaptive Multimedia Retrieval, 2010)

Supervised and Unsupervised Web Document Filtering Techniques to Improve Text-Based Music Retrieval. - Peter Knees; Markus Schedl; Tim Pohle; Klaus Seyerlehner; Gerhard Widmer (ISMIR, 2010)

Evidence for Pianist-specific Rubato Style in Chopin Nocturnes. - Miguel Molina-Solana; Maarten Grachten; Gerhard Widmer (ISMIR, 2010)

A Multi-pass Algorithm for Accurate Audio-to-Score Alignment. - Bernhard Niedermayer; Gerhard Widmer (ISMIR, 2010)

Islands of Gaussians: The Self Organizing Map and Gaussian Music Similarity Features. - Dominik Schnitzer; Arthur Flexer; Gerhard Widmer; Martin Gasser (ISMIR, 2010)

Three web-based heuristics to determine a person's or institution's country of origin. - Markus Schedl; Klaus Seyerlehner; Dominik Schnitzer; Gerhard Widmer; Cornelia Schiketanz (SIGIR, 2010)

Towards Effective 'Any-Time' Music Tracking. - Andreas Arzt; Gerhard Widmer (STAIRS, 2010)

Investigations of Between-Hand Synchronization in Magaloff's Chopin. - Werner Goebl; Sebastian Flossmann; Gerhard Widmer (Comput. Music. J., 2010)

On the Importance of "Real" Audio Data for MIR Algorithm Evaluation at the Note-Level - A Comparative Study. - Bernhard Niedermayer; Sebastian Böck; Gerhard Widmer (ISMIR, 2011)

Using Mutual Proximity to Improve Content-Based Audio Similarity. - Dominik Schnitzer; Arthur Flexer; Markus Schedl; Gerhard Widmer (ISMIR, 2011)

A music information system automatically generated via Web content mining techniques. - Markus Schedl; Gerhard Widmer; Peter Knees; Tim Pohle (Inf. Process. Manag., 2011)

Exploring the music similarity space on the web. - Markus Schedl; Tim Pohle; Peter Knees; Gerhard Widmer (ACM Trans. Inf. Syst., 2011)

Towards a Complete Classical Music Companion. - Andreas Arzt; Gerhard Widmer; Sebastian Böck; Reinhard Sonnleitner; Harald Frostel (ECAI, 2012)

Adaptive distance normalization for real-time music tracking. - Andreas Arzt; Gerhard Widmer; Simon Dixon (EUSIPCO, 2012)

Fast Identification of Piece and Score Position via Symbolic Fingerprinting. - Andreas Arzt; Sebastian Böck; Gerhard Widmer (ISMIR, 2012)

Local and global scaling reduce hubs in space. - Dominik Schnitzer; Arthur Flexer; Markus Schedl; Gerhard Widmer (J. Mach. Learn. Res., 2012)

Sound/tracks: artistic real-time sonification of train journeys. - Peter Knees; Tim Pohle; Gerhard Widmer (J. Multimodal User Interfaces, 2012)

A fast audio similarity retrieval method for millions of music tracks. - Dominik Schnitzer; Arthur Flexer; Gerhard Widmer (Multim. Tools Appl., 2012)

Expressive Performance Rendering with Probabilistic Models. - Sebastian Flossmann; Maarten Grachten; Gerhard Widmer (Guide to Computing for Expressive Music Performance, 2013)

Tracking rests and Tempo changes: Improved Score following with Particle filters. - Filip Korzeniowski; Florian Krebs; Andreas Arzt; Gerhard Widmer (ICMC, 2013)

Local Group Delay Based Vibrato and Tremolo Suppression for Onset Detection. - Sebastian Böck; Gerhard Widmer (ISMIR, 2013)

SIARCT-CFP: Improving Precision and the Discovery of Inexact Musical Patterns in Point-Set Representations. - Tom Collins; Andreas Arzt; Sebastian Flossmann; Gerhard Widmer (ISMIR, 2013)

Automatic Alignment of Music Performances with Structural Differences. - Maarten Grachten; Martin Gasser; Andreas Arzt; Gerhard Widmer (ISMIR, 2013)

Rhythmic Pattern Modeling for Beat and Downbeat Tracking in Musical Audio. - Florian Krebs; Sebastian Böck; Gerhard Widmer (ISMIR, 2013)

Towards Light-Weight, Real-Time-Capable Singing Voice Detection. - Bernhard Lehner; Reinhard Sonnleitner; Gerhard Widmer (ISMIR, 2013)

Quad-Based Audio Fingerprinting Robust to Time and Frequency Scaling. - Reinhard Sonnleitner; Gerhard Widmer (DAFx, 2014)

The Piano Music Companion. - Andreas Arzt; Sebastian Böck; Sebastian Flossmann; Harald Frostel; Martin Gasser; Cynthia C. S. Liem; Gerhard Widmer (ECAI, 2014)

Unsupervised learning and refinement of rhythmic patterns for beat and downbeat tracking. - Florian Krebs; Filip Korzeniowski; Maarten Grachten; Gerhard Widmer (EUSIPCO, 2014)

On the reduction of false positives in singing voice detection. - Bernhard Lehner; Gerhard Widmer; Reinhard Sonnleitner (ICASSP, 2014)

Tempo- and Transposition-invariant Identification of Piece and Score Position. - Andreas Arzt; Gerhard Widmer; Reinhard Sonnleitner (ISMIR, 2014)

A Multi-model Approach to Beat Tracking Considering Heterogeneous Music Styles. - Sebastian Böck; Florian Krebs; Gerhard Widmer (ISMIR, 2014)

Probabilistic Extraction of Beat Positions from a Beat Activation Function. - Filip Korzeniowski; Sebastian Böck; Gerhard Widmer (ISMIR, 2014)

Bridging the Audio-Symbolic Gap: The Discovery of Repeated Note Content Directly from Polyphonic Music Audio. - Tom Collins; Sebastian Böck; Florian Krebs; Gerhard Widmer (Semantic Audio, 2014)

Timbral modeling for music artist recognition using i-vectors. - Hamid Eghbal-zadeh; Markus Schedl; Gerhard Widmer (EUSIPCO, 2015)

A low-latency, real-time-capable singing voice detection method with LSTM recurrent neural networks. - Bernhard Lehner; Gerhard Widmer; Sebastian Böck (EUSIPCO, 2015)

Artificial Intelligence in the Concertgebouw. - Andreas Arzt; Harald Frostel; Thassilo Gadermaier; Martin Gasser; Maarten Grachten; Gerhard Widmer (IJCAI, 2015)

Improving voice activity detection in movies. - Bernhard Lehner; Gerhard Widmer; Reinhard Sonnleitner (INTERSPEECH, 2015)

Real-Time Music Tracking Using Multiple Performances as a Reference. - Andreas Arzt; Gerhard Widmer (ISMIR, 2015)

Accurate Tempo Estimation Based on Recurrent Neural Networks and Resonating Comb Filters. - Sebastian Böck; Florian Krebs; Gerhard Widmer (ISMIR, 2015)

Cross-Version Singing Voice Detection in Classical Opera Recordings. - Christian Dittmar; Bernhard Lehner; Thomas Prätzlich; Meinard Müller; Gerhard Widmer (ISMIR, 2015)

I-Vectors for Timbre-Based Music Similarity and Music Artist Classification. - Hamid Eghbal-zadeh; Bernhard Lehner; Markus Schedl; Gerhard Widmer (ISMIR, 2015)

Classical Music on the Web - User Interfaces and Data Representations. - Martin Gasser; Andreas Arzt; Thassilo Gadermaier; Maarten Grachten; Gerhard Widmer (ISMIR, 2015)

An Efficient State-Space Model for Joint Tempo and Meter Tracking. - Florian Krebs; Sebastian Böck; Gerhard Widmer (ISMIR, 2015)

Monaural Blind Source Separation in the Context of Vocal Detection. - Bernhard Lehner; Gerhard Widmer (ISMIR, 2015)

Inferring Metrical Structure in Music Using Particle Filters. - Florian Krebs; Andre Holzapfel; Ali Taylan Cemgil; Gerhard Widmer (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Using Geometric Symbolic Fingerprinting to Discover Distinctive Patterns in Polyphonic Music Corpora. - Tom Collins; Andreas Arzt; Harald Frostel; Gerhard Widmer (Computational Music Analysis, 2016)

Joint Beat and Downbeat Tracking with Recurrent Neural Networks. - Sebastian Böck; Florian Krebs; Gerhard Widmer (ISMIR, 2016)

Towards Score Following In Sheet Music Images. - Matthias Dorfer; Andreas Arzt; Gerhard Widmer (ISMIR, 2016)

Noise Robust Music Artist Recognition Using I-Vector Features. - Hamid Eghbal-zadeh; Gerhard Widmer (ISMIR, 2016)

On the Potential of Simple Framewise Approaches to Piano Transcription. - Rainer Kelz; Matthias Dorfer; Filip Korzeniowski; Sebastian Böck; Andreas Arzt; Gerhard Widmer (ISMIR, 2016)

Feature Learning for Chord Recognition: The Deep Chroma Extractor. - Filip Korzeniowski; Gerhard Widmer (ISMIR, 2016)

Downbeat Tracking Using Beat Synchronous Features with Recurrent Neural Networks. - Florian Krebs; Sebastian Böck; Matthias Dorfer; Gerhard Widmer (ISMIR, 2016)

Landmark-Based Audio Fingerprinting for DJ Mix Monitoring. - Reinhard Sonnleitner; Andreas Arzt; Gerhard Widmer (ISMIR, 2016)

A fully convolutional deep auditory model for musical chord recognition. - Filip Korzeniowski; Gerhard Widmer (MLSP, 2016)

madmom: A New Python Audio and Music Signal Processing Library. - Sebastian Böck; Filip Korzeniowski; Jan Schlüter; Florian Krebs; Gerhard Widmer (ACM Multimedia, 2016)

Live Score Following on Sheet Music Images. - Matthias Dorfer; Andreas Arzt; Sebastian Böck; Amaury Durand; Gerhard Widmer (CoRR, 2016)

Towards End-to-End Audio-Sheet-Music Retrieval. - Matthias Dorfer; Andreas Arzt; Gerhard Widmer (CoRR, 2016)

Deep Linear Discriminant Analysis. - Matthias Dorfer; Rainer Kelz; Gerhard Widmer (ICLR (Poster), 2016)

Towards computer-assisted understanding of dynamics in symphonic music. - Maarten Grachten; Carlos Eduardo Cancino Chacón; Thassilo Gadermaier; Gerhard Widmer (CoRR, 2016)

Imposing higher-level Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints. - Stefan Lattner; Maarten Grachten; Gerhard Widmer (CoRR, 2016)

Getting Closer to the Essence of Music: The Con Espressione Manifesto. - Gerhard Widmer (CoRR, 2016)

Robust Quad-Based Audio Fingerprinting. - Reinhard Sonnleitner; Gerhard Widmer (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Automatic Estimation of Harmonic Tension by Distributed Representation of Chords. - Ali Nikrang; David R. W. Sears; Gerhard Widmer (CMMR, 2017)

A hybrid approach with multi-channel i-vectors and convolutional neural networks for acoustic scene classification. - Hamid Eghbal-zadeh; Bernhard Lehner; Matthias Dorfer; Gerhard Widmer (EUSIPCO, 2017)

End-to-end musical key estimation using a convolutional neural network. - Filip Korzeniowski; Gerhard Widmer (EUSIPCO, 2017)

On the Potential of Fully Convolutional Neural Networks for Musical Symbol Detection. - Matthias Dorfer; Jan Hajic Jr.; Gerhard Widmer (GREC@ICDAR, 2017)

Piece Identification in Classical Piano Music Without Reference Scores. - Andreas Arzt; Gerhard Widmer (ISMIR, 2017)

Learning Audio-Sheet Music Correspondences for Score Identification and Offline Alignment. - Matthias Dorfer; Andreas Arzt; Gerhard Widmer (ISMIR, 2017)

Modeling Harmony with Skip-Grams. - David R. W. Sears; Andreas Arzt; Harald Frostel; Reinhard Sonnleitner; Gerhard Widmer (ISMIR, 2017)

Drum Transcription via Joint Beat and Drum Modeling Using Convolutional Recurrent Neural Networks. - Richard Vogl; Matthias Dorfer; Gerhard Widmer; Peter Knees (ISMIR, 2017)

Music Playlist Continuation by Learning from Hand-Curated Examples and Song Features: Alleviating the Cold-Start Problem for Rare and Out-of-Set Songs. - Andreu Vall; Hamid Eghbal-zadeh; Matthias Dorfer; Markus Schedl; Gerhard Widmer (DLRS@RecSys, 2017)

The Importance of Song Context in Music Playlists. - Andreu Vall; Massimo Quadrana; Markus Schedl; Gerhard Widmer; Paolo Cremonesi (RecSys Posters, 2017)

An Experimental Analysis of the Entanglement Problem in Neural-Network-based Music Transcription Systems. - Rainer Kelz; Gerhard Widmer (Semantic Audio, 2017)

On the Futility of Learning Complex Frame-Level Language Models for Chord Recognition. - Filip Korzeniowski; Gerhard Widmer (Semantic Audio, 2017)

Likelihood Estimation for Generative Adversarial Networks. - Hamid Eghbal-zadeh; Gerhard Widmer (CoRR, 2017)

Probabilistic Generative Adversarial Networks. - Hamid Eghbal-zadeh; Gerhard Widmer (CoRR, 2017)

Learning Musical Relations using Gated Autoencoders. - Stefan Lattner; Maarten Grachten; Gerhard Widmer (CoRR, 2017)

What were you expecting? Using Expectancy Features to Predict Expressive Performances of Classical Piano Music. - Carlos Eduardo Cancino Chacón; Maarten Grachten; David R. W. Sears; Gerhard Widmer (CoRR, 2017)

The ACCompanion v0.1: An Expressive Accompaniment System. - Carlos Cancino Chacón; Martin Bonev; Amaury Durand; Maarten Grachten; Andreas Arzt; Laura Bishop; Werner Goebl; Gerhard Widmer (CoRR, 2017)

Deep Within-Class Covariance Analysis for Acoustic Scene Classification. - Hamid Eghbal-zadeh; Matthias Dorfer; Gerhard Widmer (CoRR, 2017)

Toward Computer-Assisted Understanding of Dynamics in Symphonic Music. - Maarten Grachten; Carlos Eduardo Cancino Chacón; Thassilo Gadermaier; Gerhard Widmer (IEEE Multim., 2017)

An evaluation of linear and non-linear models of expressive dynamics in classical piano and symphonic music. - Carlos Eduardo Cancino Chacón; Thassilo Gadermaier; Gerhard Widmer; Maarten Grachten (Mach. Learn., 2017)

Getting Closer to the Essence of Music: The Con Espressione Manifesto. - Gerhard Widmer (ACM Trans. Intell. Syst. Technol., 2017)

Training general-purpose audio tagging networks with noisy labels and iterative self-verification. - Matthias Dorfer; Gerhard Widmer (DCASE, 2018)

Iterative knowledge distillation in R-CNNs for weakly-labeled semi-supervised sound event detection. - Khaled Koutini; Hamid Eghbal-zadeh; Gerhard Widmer (DCASE, 2018)

Automatic Chord Recognition with Higher-Order Harmonic Language Modelling. - Filip Korzeniowski; Gerhard Widmer (EUSIPCO, 2018)

Investigating Label Noise Sensitivity of Convolutional Neural Networks for Fine Grained Audio Signal Labelling. - Rainer Kelz; Gerhard Widmer (ICASSP, 2018)

A Large-Scale Study of Language Models for Chord Prediction. - Filip Korzeniowski; David R. W. Sears; Gerhard Widmer (ICASSP, 2018)

Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game. - Matthias Dorfer; Florian Henkel; Gerhard Widmer (ISMIR, 2018)

Towards Full-Pipeline Handwritten OMR with Musical Symbol Detection by U-Nets. - Jan Hajic Jr.; Matthias Dorfer; Gerhard Widmer; Pavel Pecina (ISMIR, 2018)

Improved Chord Recognition by Combining Duration and Harmonic Language Models. - Filip Korzeniowski; Gerhard Widmer (ISMIR, 2018)

Genre-Agnostic Key Classification With Convolutional Neural Networks. - Filip Korzeniowski; Gerhard Widmer (ISMIR, 2018)

A Predictive Model for Music based on Learned Interval Representations. - Stefan Lattner; Maarten Grachten; Gerhard Widmer (ISMIR, 2018)

Learning Interval Representations from Polyphonic Music Sequences. - Stefan Lattner; Maarten Grachten; Gerhard Widmer (ISMIR, 2018)

Evaluating Language Models of Tonal Harmony. - David R. W. Sears; Filip Korzeniowski; Gerhard Widmer (ISMIR, 2018)

Machine Learning Approaches to Hybrid Music Recommender Systems. - Andreu Vall; Gerhard Widmer (ECML/PKDD (3), 2018)

A hybrid approach to music playlist continuation based on playlist-song membership. - Andreu Vall; Matthias Dorfer; Markus Schedl; Gerhard Widmer (SAC, 2018)

Learning to Transcribe by Ear. - Rainer Kelz; Gerhard Widmer (CoRR, 2018)

Towards multi-instrument drum transcription. - Richard Vogl; Gerhard Widmer; Peter Knees (CoRR, 2018)

Learning Transposition-Invariant Interval Features from Symbolic Music and Audio. - Stefan Lattner; Maarten Grachten; Gerhard Widmer (CoRR, 2018)

Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data. - Hamid Eghbal-zadeh; Lukas Fischer 001; Niko Popitsch; Florian Kromp; Sabine Taschner-Mandl; Khaled Koutini; Teresa Gerber; Eva Bozsaky; Peter F. Ambros; Inge M. Ambros; Gerhard Widmer; Bernhard Alois Moser (CoRR, 2018)

Modeling Majorness as a Perceptual Property in Music from Listener Ratings. - Anna Aljanaki; Gerhard Widmer (CoRR, 2018)

The Importance of Song Context and Song Order in Automated Music Playlist Generation. - Andreu Vall; Massimo Quadrana; Markus Schedl; Gerhard Widmer (CoRR, 2018)

Psychological constraints on string-based methods for pattern discovery in polyphonic corpora. - David R. W. Sears; Gerhard Widmer (CoRR, 2018)

Attention as a Perspective for Learning Tempo-invariant Audio Queries. - Matthias Dorfer; Jan Hajic Jr.; Gerhard Widmer (CoRR, 2018)

Computational Models of Expressive Music Performance: A Comprehensive and Critical Review. - Carlos Eduardo Cancino Chacón; Maarten Grachten; Werner Goebl; Gerhard Widmer (Frontiers Digit. Humanit., 2018)

End-to-end cross-modality retrieval with CCA projections and pairwise ranking loss. - Matthias Dorfer; Jan Schlüter; Andreu Vall; Filip Korzeniowski; Gerhard Widmer (Int. J. Multim. Inf. Retr., 2018)

Online, Loudness-Invariant Vocal Detection in Mixed Music Signals. - Bernhard Lehner; Jan Schlüter; Gerhard Widmer (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

A Review of Automatic Drum Transcription. - Chih-Wei Wu; Christian Dittmar; Carl Southall; Richard Vogl; Gerhard Widmer; Jason Hockman; Meinard Müller; Alexander Lerch 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Learning Audio-Sheet Music Correspondences for Cross-Modal Retrieval and Piece Identification. - Matthias Dorfer; Jan Hajic Jr.; Andreas Arzt; Harald Frostel; Gerhard Widmer (Trans. Int. Soc. Music. Inf. Retr., 2018)

Mixture Density Generative Adversarial Networks. - Hamid Eghbal-zadeh; Werner Zellinger; Gerhard Widmer (CVPR, 2019)

Receptive-Field-Regularized CNN Variants for Acoustic Scene Classification. - Khaled Koutini; Hamid Eghbal-zadeh; Gerhard Widmer (DCASE, 2019)

Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification. - Paul Primus; Hamid Eghbal-zadeh; David Eitelsebner; Khaled Koutini; Andreas Arzt; Gerhard Widmer (DCASE, 2019)

The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification. - Khaled Koutini; Hamid Eghbal-zadeh; Matthias Dorfer; Gerhard Widmer (EUSIPCO, 2019)

Deep Polyphonic ADSR Piano Note Transcription. - Rainer Kelz; Sebastian Böck; Gerhard Widmer (ICASSP, 2019)

Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval. - Stefan Balke; Matthias Dorfer; Luís Carvalho; Andreas Arzt; Gerhard Widmer (ISMIR, 2019)

Towards Explainable Music Emotion Recognition: The Route via Mid-level Features. - Shreyan Chowdhury; Andreu Vall; Verena Haunschmid; Gerhard Widmer (ISMIR, 2019)

A Study of Annotation and Alignment Accuracy for Performance Comparison in Complex Orchestral Music. - Thassilo Gadermaier; Gerhard Widmer (ISMIR, 2019)

Towards Interpretable Polyphonic Transcription with Invertible Neural Networks. - Rainer Kelz; Gerhard Widmer (ISMIR, 2019)

A Convolutional Approach to Melody Line Identification in Symbolic Scores. - Federico Simonetta; Carlos Eduardo Cancino Chacón; Stavros Ntalampiras; Gerhard Widmer (ISMIR, 2019)

Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs. - Khaled Koutini; Shreyan Chowdhury; Verena Haunschmid; Hamid Eghbal-Zadeh; Gerhard Widmer (MediaEval, 2019)

Multitask Learning for Polyphonic Piano Transcription, a Case Study. - Rainer Kelz; Sebastian Böck; Gerhard Widmer (CoRR, 2019)

Two-level Explanations in Music Emotion Recognition. - Verena Haunschmid; Shreyan Chowdhury; Gerhard Widmer (CoRR, 2019)

User Curated Shaping of Expressive Performances. - Zhengshan Shi; Carlos Cancino Chacón; Gerhard Widmer (CoRR, 2019)

Audio-Conditioned U-Net for Position Estimation in Full Sheet Images. - Florian Henkel; Rainer Kelz; Gerhard Widmer (CoRR, 2019)

Order, context and popularity bias in next-song recommendations. - Andreu Vall; Massimo Quadrana; Markus Schedl; Gerhard Widmer (Int. J. Multim. Inf. Retr., 2019)

DeepSNP: An End-to-End Deep Neural Network with Attention-Based Localization for Breakpoint Detection in Single-Nucleotide Polymorphism Array Genomic Data. - Hamid Eghbal-Zadeh; Lukas Fischer 001; Niko Popitsch; Florian Kromp; Sabine Taschner-Mandl; Teresa Gerber; Eva Bozsaky; Peter F. Ambros; Inge M. Ambros; Gerhard Widmer; Bernhard Alois Moser (J. Comput. Biol., 2019)

Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies. - Meinard Müller; Andreas Arzt; Stefan Balke; Matthias Dorfer; Gerhard Widmer (IEEE Signal Process. Mag., 2019)

Score Following as a Multi-Modal Reinforcement Learning Problem. - Florian Henkel; Stefan Balke; Matthias Dorfer; Gerhard Widmer (Trans. Int. Soc. Music. Inf. Retr., 2019)

Feature-combination hybrid recommender systems for automated music playlist continuation. - Andreu Vall; Matthias Dorfer; Hamid Eghbal-zadeh; Markus Schedl; Keki Burjorjee; Gerhard Widmer (User Model. User Adapt. Interact., 2019)

A Study of Annotation and Alignment Accuracy for Performance Comparison in Complex Orchestral Music. - Thassilo Gadermaier; Gerhard Widmer (Zenodo, 2019)

Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping. - Khaled Koutini; Florian Henkel; Hamid Eghbal-Zadeh; Gerhard Widmer (DCASE, 2020)

Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples. - Paul Primus; Verena Haunschmid; Patrick Praher; Gerhard Widmer (DCASE, 2020)

On the Characterization of Expressive Performance in Classical Music: First Results of the Con Espressione Game. - Carlos Eduardo Cancino Chacón; Silvan Peter; Shreyan Chowdhury; Anna Aljanaki; Gerhard Widmer (ISMIR, 2020)

Learning to Read and Follow Music in Complete Score Sheet Images. - Florian Henkel; Rainer Kelz; Gerhard Widmer (ISMIR, 2020)

Context-Adaptive Reinforcement Learning using Unsupervised Learning of Context Variables. - Hamid Eghbal-zadeh; Florian Henkel; Gerhard Widmer (Preregister@NeurIPS, 2020)

Towards Reliable Real-time Opera Tracking: Combining Alignment with Audio Event Detectors to Increase Robustness. - Charles Brazier; Gerhard Widmer (CoRR, 2020)

Beneath (or beyond) the surface: Discovering voice-leading patterns with skip-grams. - David R. W. Sears; Gerhard Widmer (CoRR, 2020)

On Data Augmentation and Adversarial Risk: An Empirical Analysis. - Hamid Eghbal-zadeh; Khaled Koutini; Paul Primus; Verena Haunschmid; Michal Lewandowski; Werner Zellinger; Bernhard Alois Moser; Gerhard Widmer (CoRR, 2020)

Receptive-Field Regularized CNNs for Music Classification and Tagging. - Khaled Koutini; Hamid Eghbal-Zadeh; Verena Haunschmid; Paul Primus; Shreyan Chowdhury; Gerhard Widmer (CoRR, 2020)

audioLIME: Listenable Explanations Using Source Separation. - Verena Haunschmid; Ethan Manilow; Gerhard Widmer (CoRR, 2020)

The Impact of Label Noise on a Music Tagger. - Katharina Prinz; Arthur Flexer; Gerhard Widmer (CoRR, 2020)

Towards Musically Meaningful Explanations Using Source Separation. - Verena Haunschmid; Ethan Manilow; Gerhard Widmer (CoRR, 2020)

Addressing the Recitative Problem in Real-time Opera Tracking. - Charles Brazier; Gerhard Widmer (CoRR, 2020)

LEMONS: Listenable Explanations for Music recOmmeNder Systems. - Alessandro B. Melchiorre; Verena Haunschmid; Markus Schedl; Gerhard Widmer (ECIR (2), 2021)

Handling Structural Mismatches in Real-time Opera Tracking. - Charles Brazier; Gerhard Widmer (EUSIPCO, 2021)

Exploiting Temporal Dependencies for Cross-modal Music Piece Identification. - Luís Carvalho; Gerhard Widmer (EUSIPCO, 2021)

Multi-modal Conditional Bounding Box Regression for Music Score Following. - Florian Henkel; Gerhard Widmer (EUSIPCO, 2021)

Probabilistic Modelling of Signal Mixtures with Differentiable Dictionaries. - Lukás Samuel Marták; Rainer Kelz; Gerhard Widmer (EUSIPCO, 2021)

Learning General Audio Representations With Large-Scale Training of Patchout Audio Transformers. - Khaled Koutini; Shahed Masoudian; Florian Schmid; Hamid Eghbal-zadeh; Jan Schlüter; Gerhard Widmer (HEAR@NeurIPS, 2021)

Con Espressione! AI, Machine Learning, and Musical Expressivity. - Gerhard Widmer (ICAART (1), 2021)

Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features Via Acoustic Domain Adaptation. - Shreyan Chowdhury; Gerhard Widmer (ICASSP, 2021)

Nonlinear Denoising, Linear Demixing. - Rainer Kelz; Gerhard Widmer (ICBINB@NeurIPS, 2021)

On-Line Audio-to-Lyrics Alignment Based on a Reference Performance. - Charles Brazier; Gerhard Widmer (ISMIR, 2021)

On Perceived Emotion in Expressive Piano Performance: Further Experimental Evidence for the Relevance of Mid-level Perceptual Features. - Shreyan Chowdhury; Gerhard Widmer (ISMIR, 2021)

On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples. - Verena Praher; Katharina Prinz; Arthur Flexer; Gerhard Widmer (ISMIR, 2021)

Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities. - Shreyan Chowdhury; Verena Praher; Gerhard Widmer (CoRR, 2021)

Over-Parameterization and Generalization in Audio Classification. - Khaled Koutini; Hamid Eghbal-zadeh; Florian Henkel; Jan Schlüter; Gerhard Widmer (CoRR, 2021)

Improving Real-time Score Following in Opera by Combining Music with Lyrics Tracking. - Charles Brazier; Gerhard Widmer (CoRR, 2021)

Fully Automatic Page Turning on Real Scores. - Florian Henkel; Stephanie Schwaiger; Gerhard Widmer (CoRR, 2021)

Real-Time Music Following in Score Sheet Images via Multi-Resolution Prediction. - Florian Henkel; Gerhard Widmer (Frontiers Comput. Sci., 2021)

Receptive Field Regularization Techniques for Audio Classification and Tagging With Deep Convolutional Neural Networks. - Khaled Koutini; Hamid Eghbal-zadeh; Gerhard Widmer (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

On End-to-End White-Box Adversarial Attacks in Music Information Retrieval. - Katharina Prinz; Arthur Flexer; Gerhard Widmer (Trans. Int. Soc. Music. Inf. Retr., 2021)

Improving Natural-Language-Based Audio Retrieval with Transfer Learning and Audio & Text Augmentations. - Paul Primus; Gerhard Widmer (DCASE, 2022)

Knowledge Distillation from Transformers for Low-Complexity Acoustic Scene Classification. - Florian Schmid; Shahed Masoudian; Khaled Koutini; Gerhard Widmer (DCASE, 2022)

Improved Zero-Shot Audio Tagging & Classification with Patchout Spectrogram Transformers. - Paul Primus; Gerhard Widmer (EUSIPCO, 2022)

Efficient Training of Audio Transformers with Patchout. - Khaled Koutini; Jan Schlüter; Hamid Eghbal-zadeh; Gerhard Widmer (INTERSPEECH, 2022)

Concept-Based Techniques for "Musicologist-Friendly" Explanations in Deep Music Classifiers. - Francesco Foscarin; Katharina Hoedt; Verena Praher; Arthur Flexer; Gerhard Widmer (ISMIR, 2022)

Cadence Detection in Symbolic Classical Music using Graph Neural Networks.. - Emmanouil Karystinaios; Gerhard Widmer (ISMIR, 2022)

Defending a Music Recommender Against Hubness-Based Adversarial Attacks. - Katharina Hoedt; Arthur Flexer; Gerhard Widmer (CoRR, 2022)

Partitura: A Python Package for Symbolic Music Processing. - Carlos Cancino Chacón; Silvan David Peter; Emmanouil Karystinaios; Francesco Foscarin; Maarten Grachten; Gerhard Widmer (CoRR, 2022)

The match file format: Encoding Alignments between Scores and Performances. - Francesco Foscarin; Emmanouil Karystinaios; Silvan David Peter; Carlos Cancino Chacón; Maarten Grachten; Gerhard Widmer (CoRR, 2022)

Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music Classifier. - Francesco Foscarin; Katharina Hoedt; Verena Praher; Arthur Flexer; Gerhard Widmer (CoRR, 2022)

Differentiable Dictionary Search: Integrating Linear Mixing with Deep Non-Linear Modelling for Audio Source Separation. - Lukás Samuel Marták; Rainer Kelz; Gerhard Widmer (CoRR, 2022)

Differentiable Short-Term Models for Efficient Online Learning and Prediction in Monophonic Music. - Mathias Rose Bjare; Stefan Lattner; Gerhard Widmer (Trans. Int. Soc. Music. Inf. Retr., 2022)

Sounding Out Reconstruction Error-Based Evaluation of Generative Models of Expressive Performance. - Silvan David Peter; Carlos Eduardo Cancino Chacón; Emmanouil Karystinaios; Gerhard Widmer (DLfM, 2023)

Domain Information Control at Inference Time for Acoustic Scene Classification. - Shahed Masoudian; Khaled Koutini; Markus Schedl; Gerhard Widmer; Navid Rekabsaz (EUSIPCO, 2023)

Device-Robust Acoustic Scene Classification via Impulse Response Augmentation. - Tobias Morocutti; Florian Schmid; Khaled Koutini; Gerhard Widmer (EUSIPCO, 2023)

On Frequency-Wise Normalizations for Better Recording Device Generalization in Audio Spectrogram Transformers. - Paul Primus; Gerhard Widmer (EUSIPCO, 2023)

Low-Complexity Audio Embedding Extractors. - Florian Schmid; Khaled Koutini; Gerhard Widmer (EUSIPCO, 2023)

Expressivity-aware Music Performance Retrieval using Mid-level Perceptual Features and Emotion Word Embeddings. - Shreyan Chowdhury; Gerhard Widmer (FIRE, 2023)

Are we describing the same sound? An analysis of word embedding spaces of expressive piano performance. - Silvan David Peter; Shreyan Chowdhury; Carlos Eduardo Cancino Chacón; Gerhard Widmer (FIRE, 2023)

Music Visualisation and Its Short-Term Effect on Appraisal Skills. - Ali Nikrang; Maarten Grachten; Martin Gasser; Harald Frostel; Gerhard Widmer; Tom Collins (HCI (50), 2023)

Efficient Large-Scale Audio Tagging Via Transformer-to-CNN Knowledge Distillation. - Florian Schmid; Khaled Koutini; Gerhard Widmer (ICASSP, 2023)

The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist. - Carlos Cancino Chacón; Silvan Peter; Patricia Hu; Emmanouil Karystinaios; Florian Henkel; Francesco Foscarin; Gerhard Widmer (IJCAI, 2023)

Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem. - Emmanouil Karystinaios; Francesco Foscarin; Gerhard Widmer (IJCAI, 2023)

Discrete Diffusion Probabilistic Models for Symbolic Music Generation. - Matthias Plasser; Silvan Peter; Gerhard Widmer (IJCAI, 2023)

Exploring Sampling Techniques for Generating Melodies With a Transformer Language Model. - Mathias Rose Bjare; Stefan Lattner; Gerhard Widmer (ISMIR, 2023)

Passage Summarization With Recurrent Models for Audio - Sheet Music Retrieval. - Luís Carvalho; Gerhard Widmer (ISMIR, 2023)

Predicting Music Hierarchies With a Graph-Based Neural Decoder. - Francesco Foscarin; Daniel Harasim; Gerhard Widmer (ISMIR, 2023)

The Batik-Plays-Mozart Corpus: Linking Performance to Score to Musicological Annotations. - Patricia Hu; Gerhard Widmer (ISMIR, 2023)

Roman Numeral Analysis With Graph Neural Networks: Onset-Wise Predictions From Note-Wise Features. - Emmanouil Karystinaios; Gerhard Widmer (ISMIR, 2023)

Symbolic Music Representations for Classification Tasks: A Systematic Evaluation. - Huan Zhang; Emmanouil Karystinaios; Simon Dixon; Gerhard Widmer; Carlos Eduardo Cancino Chacón (ISMIR, 2023)

Towards Robust and Truly Large-Scale Audio-Sheet Music Retrieval. - Luís Carvalho; Gerhard Widmer (MIPR, 2023)

Self-Supervised Contrastive Learning for Robust Audio-Sheet Music Retrieval Systems. - Luís Carvalho; Tobias Washüttl; Gerhard Widmer (MMSys, 2023)

Decoding and Visualising Intended Emotion in an Expressive Piano Performance. - Shreyan Chowdhury; Gerhard Widmer (CoRR, 2023)

The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist. - Carlos Cancino Chacón; Silvan Peter; Patricia Hu; Emmanouil Karystinaios; Florian Henkel; Francesco Foscarin; Nimrod Varga; Gerhard Widmer (CoRR, 2023)

Advancing Natural-Language Based Audio Retrieval with PaSST and Large Audio-Caption Data Sets. - Paul Primus; Khaled Koutini; Gerhard Widmer (CoRR, 2023)

8+8=4: Formalizing Time Units to Handle Symbolic Music Durations. - Emmanouil Karystinaios; Francesco Foscarin; Florent Jacquemard; Masahiko Sakai; Satoshi Tojo; Gerhard Widmer (CoRR, 2023)

Automatic Note-Level Score-to-Performance Alignments in the ASAP Dataset. - Silvan David Peter; Carlos Eduardo Cancino Chacón; Francesco Foscarin; Andrew McLeod; Florian Henkel; Emmanouil Karystinaios; Gerhard Widmer (Trans. Int. Soc. Music. Inf. Retr., 2023)

Constructing adversarial examples to investigate the plausibility of explanations in deep audio and image classifiers. - Katharina Hoedt; Verena Praher; Arthur Flexer; Gerhard Widmer (Neural Comput. Appl., 2023)

Fusing Audio and Metadata Embeddings Improves Language-Based Audio Retrieval. - Paul Primus; Gerhard Widmer (EUSIPCO, 2024)

Perception-Inspired Graph Convolution for Music Understanding Tasks. - Emmanouil Karystinaios; Francesco Foscarin; Gerhard Widmer (IJCAI, 2024)

Controlling Surprisal in Music Generation via Information Content Curve Matching. - Mathias Rose Bjare; Stefan Lattner; Gerhard Widmer (ISMIR, 2024)

Cluster and Separate: A GNN Approach to Voice and Staff Prediction for Score Engraving. - Francesco Foscarin; Emmanouil Karystinaios; Eita Nakamura; Gerhard Widmer (ISMIR, 2024)

Beat This! Accurate Beat Tracking Without DBN Postprocessing. - Francesco Foscarin; Jan Schlüter; Gerhard Widmer (ISMIR, 2024)

Towards Musically Informed Evaluation of Piano Transcription Models. - Patricia Hu; Lukás Samuel Marták; Carlos Eduardo Cancino Chacón; Gerhard Widmer (ISMIR, 2024)

GraphMuse: A Library for Symbolic Music Graph Processing. - Emmanouil Karystinaios; Gerhard Widmer (ISMIR, 2024)

TheGlueNote: Learned Representations for Robust and Flexible Note Alignment. - Silvan Peter; Gerhard Widmer (ISMIR, 2024)

SMUG-Explain: A Framework for Symbolic Music Graph Explanations. - Emmanouil Karystinaios; Francesco Foscarin; Gerhard Widmer (CoRR, 2024)

Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge. - Florian Schmid; Paul Primus; Toni Heittola; Annamaria Mesaros; Irene Martín-Morató; Khaled Koutini; Gerhard Widmer (CoRR, 2024)

Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training. - Florian Schmid; Paul Primus; Tobias Morocutti; Jonathan Greif; Gerhard Widmer (CoRR, 2024)

Quantifying the Corpus Bias Problem in Automatic Music Transcription Systems. - Lukás Samuel Marták; Patricia Hu; Gerhard Widmer (CoRR, 2024)

Estimated Audio-Caption Correspondences Improve Language-Based Audio Retrieval. - Paul Primus; Florian Schmid; Gerhard Widmer (CoRR, 2024)

Language Models for Music Medicine Generation. - Emmanouil Nikolakakis; Joann Ching; Emmanouil Karystinaios; Gabrielle Sipin; Gerhard Widmer; Razvan Marinescu (CoRR, 2024)

Dynamic Convolutional Neural Networks as Efficient Pre-Trained Audio Models. - Florian Schmid; Khaled Koutini; Gerhard Widmer (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Rethinking data augmentation for adversarial robustness. - Hamid Eghbal-zadeh; Werner Zellinger; Maura Pintor; Kathrin Grosse; Khaled Koutini; Bernhard Alois Moser; Battista Biggio; Gerhard Widmer (Inf. Sci., 2024)

Towards Musically Informed Evaluation of Piano Transcription Models. - Patricia Hu; Lukás Samuel Marták; Carlos Eduardo Cancino Chacón; Gerhard Widmer (Zenodo, 2024)

Towards Musically Informed Evaluation of Piano Transcription Models. - Patricia Hu; Lukás Samuel Marták; Carlos Eduardo Cancino Chacón; Gerhard Widmer (Zenodo, 2024)

Estimating Musical Surprisal in Audio. - Mathias Rose Bjare; Giorgia Cantisani; Stefan Lattner; Gerhard Widmer (ICASSP, 2025)

Effective Pre-Training of Audio Transformers for Sound Event Detection. - Florian Schmid; Tobias Morocutti; Francesco Foscarin; Jan Schlüter; Paul Primus; Gerhard Widmer (ICASSP, 2025)

Creating a Good Teacher for Knowledge Distillation in Acoustic Scene Classification. - Tobias Morocutti; Florian Schmid; Khaled Koutini; Gerhard Widmer (CoRR, 2025)

Exploring Performance-Complexity Trade-Offs in Sound Event Detection. - Tobias Morocutti; Florian Schmid; Jonathan Greif; Francesco Foscarin; Gerhard Widmer (CoRR, 2025)

Low-Complexity Acoustic Scene Classification with Device Information in the DCASE 2025 Challenge. - Florian Schmid; Paul Primus; Toni Heittola; Annamaria Mesaros; Irene Martín-Morató; Gerhard Widmer (CoRR, 2025)

How to Infer Repeat Structures in MIDI Performances. - Silvan Peter; Patricia Hu; Gerhard Widmer (CoRR, 2025)

Pairing Real-Time Piano Transcription with Symbol-level Tracking for Precise and Robust Score Following. - Silvan Peter; Patricia Hu; Gerhard Widmer (CoRR, 2025)

TACOS: Temporally-aligned Audio CaptiOnS for Language-Audio Pretraining. - Paul Primus; Florian Schmid; Gerhard Widmer (CoRR, 2025)

Music Boomerang: Reusing Diffusion Models for Data Augmentation and Audio Manipulation. - Alexander Fichtinger; Jan Schlüter; Gerhard Widmer (CoRR, 2025)

On Temporal Guidance and Iterative Refinement in Audio Source Separation. - Tobias Morocutti; Jonathan Greif; Paul Primus; Florian Schmid; Gerhard Widmer (CoRR, 2025)

Are Inherently Interpretable Models More Robust? A Study In Music Emotion Recognition. - Katharina Hoedt; Arthur Flexer; Gerhard Widmer (CoRR, 2025)

Estimating Musical Surprisal from Audio in Autoregressive Diffusion Model Noise Spaces. - Mathias Rose Bjare; Stefan Lattner; Gerhard Widmer (CoRR, 2025)