Gerhard Widmer

CoRR, 2019

User Curated Shaping of Expressive Performances.

[BibT_eX]

[DOI]

Zhengshan Shi

Carlos Cancino Chacón

CoRR, 2019

Two-level Explanations in Music Emotion Recognition.

[BibT_eX]

[DOI]

Verena Haunschmid

Shreyan Chowdhury

CoRR, 2019

Multitask Learning for Polyphonic Piano Transcription, a Case Study.

[BibT_eX]

[DOI]

CoRR, 2019

Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

A Convolutional Approach to Melody Line Identification in Symbolic Scores.

[BibT_eX]

[DOI]

Federico Simonetta

Stavros Ntalampiras

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Towards Interpretable Polyphonic Transcription with Invertible Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

A Study of Annotation and Alignment Accuracy for Performance Comparison in Complex Orchestral Music.

[BibT_eX]

[DOI]

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Towards Explainable Music Emotion Recognition: The Route via Mid-level Features.

[BibT_eX]

[DOI]

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Deep Polyphonic ADSR Piano Note Transcription.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

Receptive-Field-Regularized CNN Variants for Acoustic Scene Classification.

[BibT_eX]

[DOI]

Khaled Koutini

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

Mixture Density Generative Adversarial Networks.

[BibT_eX]

[DOI]

Werner Zellinger

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Learning Audio-Sheet Music Correspondences for Cross-Modal Retrieval and Piece Identification.

[BibT_eX]

[DOI]

Trans. Int. Soc. Music. Inf. Retr., 2018

A Review of Automatic Drum Transcription.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Online, Loudness-Invariant Vocal Detection in Mixed Music Signals.

[BibT_eX]

[DOI]

Jan Schlüter

IEEE ACM Trans. Audio Speech Lang. Process., 2018

End-to-end cross-modality retrieval with CCA projections and pairwise ranking loss.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2018

Computational Models of Expressive Music Performance: A Comprehensive and Critical Review.

[BibT_eX]

[DOI]

Frontiers Digit. Humanit., 2018

Attention as a Perspective for Learning Tempo-invariant Audio Queries.

[BibT_eX]

[DOI]

Jan Hajic Jr.

CoRR, 2018

Psychological constraints on string-based methods for pattern discovery in polyphonic corpora.

[BibT_eX]

[DOI]

CoRR, 2018

The Importance of Song Context and Song Order in Automated Music Playlist Generation.

[BibT_eX]

[DOI]

CoRR, 2018

Modeling Majorness as a Perceptual Property in Music from Listener Ratings.

[BibT_eX]

[DOI]

Anna Aljanaki

CoRR, 2018

Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data.

[BibT_eX]

[DOI]

Sabine Taschner-Mandl

CoRR, 2018

Learning Transposition-Invariant Interval Features from Symbolic Music and Audio.

[BibT_eX]

[DOI]

CoRR, 2018

Towards multi-instrument drum transcription.

[BibT_eX]

[DOI]

Richard Vogl

CoRR, 2018

Learning to Transcribe by Ear.

[BibT_eX]

[DOI]

CoRR, 2018

A hybrid approach to music playlist continuation based on playlist-song membership.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Machine Learning Approaches to Hybrid Music Recommender Systems.

[BibT_eX]

[DOI]

Andreu Vall

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Evaluating Language Models of Tonal Harmony.

[BibT_eX]

[DOI]

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Learning Interval Representations from Polyphonic Music Sequences.

[BibT_eX]

[DOI]

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

A Predictive Model for Music based on Learned Interval Representations.

[BibT_eX]

[DOI]

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Genre-Agnostic Key Classification With Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Improved Chord Recognition by Combining Duration and Harmonic Language Models.

[BibT_eX]

[DOI]

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Towards Full-Pipeline Handwritten OMR with Musical Symbol Detection by U-Nets.

[BibT_eX]

[DOI]

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game.

[BibT_eX]

[DOI]

Florian Henkel

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

A Large-Scale Study of Language Models for Chord Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Investigating Label Noise Sensitivity of Convolutional Neural Networks for Fine Grained Audio Signal Labelling.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Automatic Chord Recognition with Higher-Order Harmonic Language Modelling.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

Iterative knowledge distillation in R-CNNs for weakly-labeled semi-supervised sound event detection.

[BibT_eX]

[DOI]

Khaled Koutini

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018

Training general-purpose audio tagging networks with noisy labels and iterative self-verification.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018

2017

Getting Closer to the Essence of Music: The <i>Con Espressione</i> Manifesto.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

An evaluation of linear and non-linear models of expressive dynamics in classical piano and symphonic music.

[BibT_eX]

[DOI]

Mach. Learn., 2017

Toward Computer-Assisted Understanding of Dynamics in Symphonic Music.

[BibT_eX]

[DOI]

IEEE Multim., 2017

Deep Within-Class Covariance Analysis for Acoustic Scene Classification.

[BibT_eX]

[DOI]

CoRR, 2017

The ACCompanion v0.1: An Expressive Accompaniment System.

[BibT_eX]

[DOI]

Carlos Cancino Chacón

CoRR, 2017

What were you expecting? Using Expectancy Features to Predict Expressive Performances of Classical Piano Music.

[BibT_eX]

[DOI]

CoRR, 2017

Learning Musical Relations using Gated Autoencoders.

[BibT_eX]

[DOI]

CoRR, 2017

Probabilistic Generative Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Likelihood Estimation for Generative Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2017

On the Futility of Learning Complex Frame-Level Language Models for Chord Recognition.

[BibT_eX]

[DOI]

Proceedings of the AES International Conference Semantic Audio 2017, 2017

An Experimental Analysis of the Entanglement Problem in Neural-Network-based Music Transcription Systems.

[BibT_eX]

[DOI]

Proceedings of the AES International Conference Semantic Audio 2017, 2017

The Importance of Song Context in Music Playlists.

[BibT_eX]

[DOI]

Proceedings of the Poster Track of the 11th ACM Conference on Recommender Systems (RecSys 2017), 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.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Deep Learning for Recommender Systems, 2017

Drum Transcription via Joint Beat and Drum Modeling Using Convolutional Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Modeling Harmony with Skip-Grams.

[BibT_eX]

[DOI]

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Learning Audio-Sheet Music Correspondences for Score Identification and Offline Alignment.

[BibT_eX]

[DOI]

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Piece Identification in Classical Piano Music Without Reference Scores.

[BibT_eX]

[DOI]

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

On the Potential of Fully Convolutional Neural Networks for Musical Symbol Detection.

[BibT_eX]

[DOI]

Jan Hajic

Proceedings of the 12th International Workshop on Graphics Recognitio, 2017

End-to-end musical key estimation using a convolutional neural network.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

A hybrid approach with multi-channel i-vectors and convolutional neural networks for acoustic scene classification.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

Automatic Estimation of Harmonic Tension by Distributed Representation of Chords.

[BibT_eX]

[DOI]

Ali Nikrang

Proceedings of the Music Technology with Swing - 13th International Symposium, 2017

2016

Robust Quad-Based Audio Fingerprinting.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Getting Closer to the Essence of Music: The Con Espressione Manifesto.

[BibT_eX]

[DOI]

CoRR, 2016

Imposing higher-level Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints.

[BibT_eX]

[DOI]

CoRR, 2016

Towards computer-assisted understanding of dynamics in symphonic music.

[BibT_eX]

[DOI]

CoRR, 2016

Deep Linear Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Learning Representations, 2016

Towards End-to-End Audio-Sheet-Music Retrieval.

[BibT_eX]

[DOI]

CoRR, 2016

Live Score Following on Sheet Music Images.

[BibT_eX]

[DOI]

CoRR, 2016

madmom: A New Python Audio and Music Signal Processing Library.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

A fully convolutional deep auditory model for musical chord recognition.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Landmark-Based Audio Fingerprinting for DJ Mix Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Downbeat Tracking Using Beat Synchronous Features with Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Feature Learning for Chord Recognition: The Deep Chroma Extractor.

[BibT_eX]

[DOI]

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

On the Potential of Simple Framewise Approaches to Piano Transcription.

[BibT_eX]

[DOI]

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Noise Robust Music Artist Recognition Using I-Vector Features.

[BibT_eX]

[DOI]

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Towards Score Following In Sheet Music Images.

[BibT_eX]

[DOI]

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Joint Beat and Downbeat Tracking with Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Using Geometric Symbolic Fingerprinting to Discover Distinctive Patterns in Polyphonic Music Corpora.

[BibT_eX]

[DOI]

Proceedings of the Computational Music Analysis, 2016

2015

Inferring Metrical Structure in Music Using Particle Filters.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2015

Monaural Blind Source Separation in the Context of Vocal Detection.

[BibT_eX]

[DOI]

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

An Efficient State-Space Model for Joint Tempo and Meter Tracking.

[BibT_eX]

[DOI]

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Classical Music on the Web - User Interfaces and Data Representations.

[BibT_eX]

[DOI]

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

I-Vectors for Timbre-Based Music Similarity and Music Artist Classification.

[BibT_eX]

[DOI]

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Cross-Version Singing Voice Detection in Classical Opera Recordings.

[BibT_eX]

[DOI]

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Accurate Tempo Estimation Based on Recurrent Neural Networks and Resonating Comb Filters.

[BibT_eX]

[DOI]

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Real-Time Music Tracking Using Multiple Performances as a Reference.

[BibT_eX]

[DOI]

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Improving voice activity detection in movies.

[BibT_eX]

[DOI]

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Artificial Intelligence in the Concertgebouw.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

A low-latency, real-time-capable singing voice detection method with LSTM recurrent neural networks.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

Timbral modeling for music artist recognition using i-vectors.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Bridging the Audio-Symbolic Gap: The Discovery of Repeated Note Content Directly from Polyphonic Music Audio.

[BibT_eX]

[DOI]

Proceedings of the AES International Conference on Semantic Audio 2014, 2014

Probabilistic Extraction of Beat Positions from a Beat Activation Function.

[BibT_eX]

[DOI]

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

A Multi-model Approach to Beat Tracking Considering Heterogeneous Music Styles.

[BibT_eX]

[DOI]

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Tempo- and Transposition-invariant Identification of Piece and Score Position.

[BibT_eX]

[DOI]

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

On the reduction of false positives in singing voice detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Unsupervised learning and refinement of rhythmic patterns for beat and downbeat tracking.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

The Piano Music Companion.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Quad-Based Audio Fingerprinting Robust to Time and Frequency Scaling.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Digital Audio Effects, 2014

2013

Towards Light-Weight, Real-Time-Capable Singing Voice Detection.

[BibT_eX]

[DOI]

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Rhythmic Pattern Modeling for Beat and Downbeat Tracking in Musical Audio.

[BibT_eX]

[DOI]

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Automatic Alignment of Music Performances with Structural Differences.

[BibT_eX]

[DOI]

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

SIARCT-CFP: Improving Precision and the Discovery of Inexact Musical Patterns in Point-Set Representations.

[BibT_eX]

[DOI]

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Local Group Delay Based Vibrato and Tremolo Suppression for Onset Detection.

[BibT_eX]

[DOI]

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Tracking rests and Tempo changes: Improved Score following with Particle filters.

[BibT_eX]

[DOI]

Proceedings of the 39th International Computer Music Conference, 2013

Expressive Performance Rendering with Probabilistic Models.

[BibT_eX]

[DOI]

Sebastian Flossmann

Proceedings of the Guide to Computing for Expressive Music Performance, 2013

2012

A fast audio similarity retrieval method for millions of music tracks.

[BibT_eX]

[DOI]

Dominik Schnitzer

Multim. Tools Appl., 2012

Sound/tracks: artistic real-time sonification of train journeys.

[BibT_eX]

[DOI]

J. Multimodal User Interfaces, 2012

Local and global scaling reduce hubs in space.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2012

Fast Identification of Piece and Score Position via Symbolic Fingerprinting.

[BibT_eX]

[DOI]

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Adaptive distance normalization for real-time music tracking.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

Towards a Complete Classical Music Companion.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2012, 2012

2011

Exploring the music similarity space on the web.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2011

A music information system automatically generated via Web content mining techniques.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2011

Using Mutual Proximity to Improve Content-Based Audio Similarity.

[BibT_eX]

[DOI]

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

On the Importance of "Real" Audio Data for MIR Algorithm Evaluation at the Note-Level - A Comparative Study.

[BibT_eX]

[DOI]

Bernhard Niedermayer

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

2010

Investigations of Between-Hand Synchronization in Magaloff's Chopin.

[BibT_eX]

[DOI]

Sebastian Flossmann

Comput. Music. J., 2010

Towards Effective 'Any-Time' Music Tracking.

[BibT_eX]

[DOI]

Proceedings of the STAIRS 2010, 2010

Three web-based heuristics to determine a person's or institution's country of origin.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Islands of Gaussians: The Self Organizing Map and Gaussian Music Similarity Features.

[BibT_eX]

[DOI]

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

A Multi-pass Algorithm for Accurate Audio-to-Score Alignment.

[BibT_eX]

[DOI]

Bernhard Niedermayer

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Evidence for Pianist-specific Rubato Style in Chopin Nocturnes.

[BibT_eX]

[DOI]

Miguel Molina-Solana

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Supervised and Unsupervised Web Document Filtering Techniques to Improve Text-Based Music Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

A Comparison of Human, Automatic and Collaborative Music Genre Classification and User Centric Evaluation of Genre Classification Systems.

[BibT_eX]

[DOI]

Proceedings of the Adaptive Multimedia Retrieval. Context, Exploration, and Fusion, 2010

2009

YQX Plays Chopin.

[BibT_eX]

[DOI]

Sebastian Flossmann

AI Mag., 2009

On the limitations of browsing top-N recommender systems.

[BibT_eX]

[DOI]

Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

Dealing with Music in Intelligent Ways.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Browsing Music Recommendation Networks.

[BibT_eX]

[DOI]

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

A Filter-and-Refine Indexing Method for Fast Similarity Search in Millions of Music Tracks.

[BibT_eX]

[DOI]

Dominik Schnitzer

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

On Rhythm and General Music Similarity.

[BibT_eX]

[DOI]

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Augmenting Text-based Music Retrieval with Audio Similarity: Advantages and Limitations.

[BibT_eX]

[DOI]

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Who Is Who in the End? Recognizing Pianists by Their Final Ritardandi.

[BibT_eX]

[DOI]

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

The ISMIR Cloud: A Decade of ISMIR Conferences at Your Fingertips.

[BibT_eX]

[DOI]

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

2008

Using string kernels to identify famous performers from their playing style.

[BibT_eX]

[DOI]

Intell. Data Anal., 2008

Sound/tracks: real-time synaesthetic sonification and visualisation of passing landscapes.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Sound/tracks: real-time synaesthetic sonification of train journeys.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Streamcatcher: Integrated Visualization of Music Clips and Online Audio Streams.

[BibT_eX]

[DOI]

Martin Gasser

Proceedings of the ISMIR 2008, 2008

Playlist Generation using Start and End Songs.

[BibT_eX]

[DOI]

Proceedings of the ISMIR 2008, 2008

Collaborative and Cooperative Environments.

[BibT_eX]

[DOI]

Proceedings of the Computational Science, 2008

Towards an Automatically Generated Music Information System Via Web Content Mining.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval , 2008

Automatic Page Turning for Musicians via Real-Time Machine Listening.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2008, 2008

An Approach to Automatically Tracking Music Preference on Mobile Players.

[BibT_eX]

[DOI]

Proceedings of the Adaptive Multimedia Retrieval. Identifying, 2008

Automatic Reduction of MIDI Files Preserving Relevant Musical Content.

[BibT_eX]

[DOI]

Rainer Typke

Proceedings of the Adaptive Multimedia Retrieval. Identifying, 2008

2007

"Reinventing the Wheel": A Novel Approach to Music Player Interfaces.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2007

Exploring Music Collections in Virtual Landscapes.

[BibT_eX]

[DOI]

IEEE Multim., 2007

A music search engine built upon audio-based and web-based similarity measures.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

One-touch access to music on mobile devices.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Mobile and Ubiquitous Multimedia, 2007

From Rhythm Patterns to Perceived Tempo.

[BibT_eX]

[DOI]

Dominik Schnitzer

Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Web-Based Detection of Music Band Members and Line-Up.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Meaningfully Browsing Music Services.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Towards a Computational Model of Melody Identification in Polyphonic Music.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

Key-Finding with Interval Profiles.

[BibT_eX]

[DOI]

Proceedings of the 2007 International Computer Music Conference, 2007

Evaluating Low-Level Features for Beat Classification and Tracking.

[BibT_eX]

[DOI]

Fabien Gouyon

Proceedings of the IEEE International Conference on Acoustics, 2007

Building an Interactive Next-Generation Artist Recommender Based on Automatically Derived High-Level Concepts.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007

Automatically Detecting Members and Instrumentation of Music Bands Via Web Content Mining.

[BibT_eX]

[DOI]

Proceedings of the Adaptive Multimedial Retrieval: Retrieval, 2007

Searching for Music Using Natural Language Queries and Relevance Feedback.

[BibT_eX]

[DOI]

Proceedings of the Adaptive Multimedial Retrieval: Retrieval, 2007

2006

Guest editorial: Machine learning in and for music.

[BibT_eX]

[DOI]

Mach. Learn., 2006

Relational IBL in classical music.

[BibT_eX]

[DOI]

Mach. Learn., 2006

Exploring Pianist Performance Styles with Evolutionary String Matching.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2006

Evaluation of term utility functions for very short multidocument summaries.

[BibT_eX]

[DOI]

Alexander K. Seewald

Christian Holzbaur

Appl. Artif. Intell., 2006

An innovative three-dimensional user interface for exploring music collections enriched.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM International Conference on Multimedia, 2006

Combining audio-based similarity with web-based data to accelerate automatic music playlist generation.

[BibT_eX]

[DOI]

Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006

Assigning and Visualizing Music Genres by Web-based Co-Occurrence Analysis.

[BibT_eX]

Proceedings of the ISMIR 2006, 2006

Independent Component Analysis for Music Similarity Computation.

[BibT_eX]

Proceedings of the ISMIR 2006, 2006

Separating voices in MIDI.

[BibT_eX]

Proceedings of the ISMIR 2006, 2006

Probabilistic Combination of Features for Music Classification.

[BibT_eX]

Proceedings of the ISMIR 2006, 2006

Investigating Web-Based Approaches to Revealing Prototypical Music Artists in Genre Taxonomies.

[BibT_eX]

[DOI]

Proceedings of the First IEEE International Conference on Digital Information Management (ICDIM), 2006

Towards Automatic Retrieval of Album Covers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2006

2005

Musikalisch intelligente Computer Anwendungen in der klassischen und populären Musik.

[BibT_eX]

[DOI]

Inform. Spektrum, 2005

Automatic identification of music performers with learning ensembles.

[BibT_eX]

[DOI]

Efstathios Stamatatos

Artif. Intell., 2005

Interactive Poster: Using CoMIRVA for Visualizing Similarities Between Music Artists.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE Visualization Conference, 2005

Discovering and Visualizing Prototypical Artists by Web-Based Co-Occurrence Analysis.

[BibT_eX]

[DOI]

Proceedings of the ISMIR 2005, 2005

Dynamic Playlist Generation Based on Skipping Behavior.

[BibT_eX]

[DOI]

Proceedings of the ISMIR 2005, 2005

Improvements of Audio-Based Music Similarity and Genre Classificaton.

[BibT_eX]

[DOI]

Proceedings of the ISMIR 2005, 2005

Multiple Lyrics Alignment: Automatic Retrieval of Song Lyrics.

[BibT_eX]

[DOI]

Proceedings of the ISMIR 2005, 2005

Novelty Detection Based on Spectral Similarity of Songs.

[BibT_eX]

[DOI]

Proceedings of the ISMIR 2005, 2005

MATCH: A Music Alignment Tool Chest.

[BibT_eX]

[DOI]

Proceedings of the ISMIR 2005, 2005

Why Computers Need to Learn About Music.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 15th International Conference, 2005

Learning to Play Like the Great Pianists.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

The Machine Learning and Intelligent Music Processing Group at the Austrian Research Institute for Artificial Intelligence (öFAI), Vienna.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Computer Music Conference, 2005

The "Air Worm": an Interface for Real-Time manipulation of Expressive Music Performance.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Computer Music Conference, 2005

Exploring Similarities in Music Performances with an Evolutionary Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

Evolutionary Search for Musical Parallelism.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computing, 2005

Hierarchical Organization and Description of Music Collections at the Artist Level.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 2005

Improving Prototypical Artist Detection by Penalizing Exorbitant Popularity.

[BibT_eX]

[DOI]

Proceedings of the Computer Music Modeling and Retrieval, Third International Symposium, 2005

2004

A new approach to hierarchical clustering and structuring of data with Self-Organizing Maps.

[BibT_eX]

[DOI]

Alvin T. S. Chan

Intell. Data Anal., 2004

Exploring Music Collections by Browsing Different Views.

[BibT_eX]

[DOI]

Comput. Music. J., 2004

Artist Classification with Web-Based Data.

[BibT_eX]

[DOI]

Proceedings of the ISMIR 2004, 2004

Towards Characterisation of Music via Rhythmic Patterns.

[BibT_eX]

[DOI]

Fabien Gouyon

Proceedings of the ISMIR 2004, 2004

Case-Based Relational Learning of Expressive Phrasing in Classical Music.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004

Automatic Recognition of Famous Artists by Machine.

[BibT_eX]

Patrick Zanon

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003

In Search of the Horowitz Factor.

[BibT_eX]

[DOI]

AI Mag., 2003

Discovering simple rules in complex data: A meta-learning algorithm and some surprising musical discoveries.

[BibT_eX]

[DOI]

Artif. Intell., 2003

Visualizing changes in the structure of data for exploratory feature selection.

[BibT_eX]

[DOI]

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Classification of dance music by periodicity patterns.

[BibT_eX]

[DOI]

Proceedings of the ISMIR 2003, 2003

Relational IBL in Music with a New Structural Similarity Measure.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming: 13th International Conference, 2003

Playing Mozart Phrase by Phrase.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2003

2002

Transformation-Based Regression.

[BibT_eX]

Proceedings of the Machine Learning, 2002

The Performance Worm: Real Time Visualisation of Expression based on Langner's Tempo-Loudness Animation.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Computer Music Conference, 2002

Real Time Tracking and Visualisation of Musical Expression.

[BibT_eX]

[DOI]

Proceedings of the Music and Artificial Intelligence, Second International Conference, 2002

Towards a Simple Clustering Criterion Based on Minimum Length Encoding.

[BibT_eX]

[DOI]

Marcus-Christopher Ludl

Proceedings of the Machine Learning: ECML 2002, 2002

Music Performer Recognition Using an Ensemble of Simple Classifiers.

[BibT_eX]

Efstathios Stamatatos

Proceedings of the 15th European Conference on Artificial Intelligence, 2002

In Search of the Horowitz Factor: Interim Report on a Musical Discovery Project.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Learning Theory, 13th International Conference, 2002

2001

Prediction of Ordinal Classes Using Regression Trees.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2001

Using AI and machine learning to study expressive music performance: project survey and first report.

[BibT_eX]

[DOI]

AI Commun., 2001

The Musical Expression Project: A Challenge for Machine Learning and Knowledge Discovery.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001

Inductive Learning of General and Robust Local Expression Principles.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Computer Music Conference, 2001

Hybrid Decision Tree Learners with Alternative Leaf Classifiers: An Empirical Study.

[BibT_eX]

[DOI]

Alexander K. Seewald

Johann Petrak

Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

Discovering Strong Principles of Expressive Music Performance with the PLCG Rule Learning Strategy.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: EMCL 2001, 2001

2000

Searching for Patterns in Political Event Sequences: Experiments with the Keds Database.

[BibT_eX]

[DOI]

Cybern. Syst., 2000

Relative Unsupervised Discretization for Association Rule Mining.

[BibT_eX]

[DOI]

Marcus-Christopher Ludl

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Large-scale Induction of Expressive Performance Rules: First Quantitative Results.

[BibT_eX]

[DOI]

Proceedings of the 2000 International Computer Music Conference, 2000

Relative Unsupervised Discretization for Regresseion Problems.

[BibT_eX]

[DOI]

Marcus-Christopher Ludl

Proceedings of the Machine Learning: ECML 2000, 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31, 2000

On the Potential of Machine Learning for Music Research.

[BibT_eX]

Proceedings of the Readings in Music and Artificial Intelligence, 2000

1998

Guest Editors' Introduction.

[BibT_eX]

[DOI]

Mach. Learn., 1998

1997

Tracking Context Changes through Meta-Learning.

[BibT_eX]

[DOI]

Mach. Learn., 1997

1996

Learning in the Presence of Concept Drift and Hidden Contexts.

[BibT_eX]

[DOI]

Mach. Learn., 1996

Recognition and Exploitation of Contextual CLues via Incremental Meta-Learning.

[BibT_eX]

Proceedings of the Machine Learning, 1996

What Is It That Makes It a Horowitz? Empirical Musicology via Machine Learning.

[BibT_eX]

Proceedings of the 12th European Conference on Artificial Intelligence, 1996

1995

Adapting to Drift in Continuous Domains (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML-95, 1995

1994

Incremental Reduced Error Pruning.

[BibT_eX]

[DOI]

Johannes Fürnkranz

Proceedings of the Machine Learning, 1994

Learning Expression at Multiple Structural Levels.

[BibT_eX]

[DOI]

Proceedings of the 1994 International Computer Music Conference, 1994

Combining Robustness and Flexibility in Learning Drifting Concepts.

[BibT_eX]

Proceedings of the Eleventh European Conference on Artificial Intelligence, 1994

The Synergy of Music Theory and Al: Learning Multi-Level Expressive Interpretation.

[BibT_eX]

[DOI]

Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994

1993

Combining Knowledge-Based and Instance-Based Learning to Exploit Qualitative Knowledge.

[BibT_eX]

Informatica (Slovenia), 1993

Automatic knowledge base refinement: learning from examples and deep knowledge in rheumatology.

[BibT_eX]

[DOI]

Bernhard Nagele

Artif. Intell. Medicine, 1993

Understanding and Learning Musical Expression.

[BibT_eX]

[DOI]

Proceedings of the Opening a New Horizon: Proceedings of the 1993 International Computer Music Conference, 1993

Effective Learning in Dynamic Environments by Explicit Context Tracking.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML-93, 1993

1992

Learning Flexible Concepts from Streams of Examples: FLORA 2.

[BibT_eX]

Proceedings of the 10th European Conference on Artificial Intelligence, 1992

1991

Automatische Verfeinerung der Wissensbasis durch maschinelles Lernen in einem medizinischen Expertensystem.

[BibT_eX]

[DOI]

Bernhard Nagele

Proceedings of the Proc. 7th Austrian Conference on Artificial Intelligence, 1991

Learning Specialized Disease Descriptions in a Rheumatological Expert System.

[BibT_eX]

[DOI]

Bernhard Nagele

Proceedings of the Medical Informatics Europe 1991, 1991

Using Plausible Explanations to Bias Empirical Generalizations in Weak Theory Domains.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 1991

1990

The Usefulness of Qualitative Theories of Musical Perception.

[BibT_eX]

[DOI]

Proceedings of the 1990 International Computer Music Conference, 1990

1989

Wissensbasiertes Lernen in der Musik: Die Integration induktiver und deduktiver Lernmethoden.

[BibT_eX]

[DOI]

Proceedings of the 5. Österreichische Artificial Intelligence-Tagung, 1989

A Tight Integration of Deductive Learning.

[BibT_eX]

Proceedings of the Sixth International Workshop on Machine Learning (ML 1989), 1989

1985

VIE-PCX - Ein Expert System Shell für den PC.

[BibT_eX]

[DOI]