2022

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Differentiable Short-Term Models for Efficient Online Learning and Prediction in Monophonic Music
Mathias Rose Bjare | Stefan Lattner | Gerhard Widmer
2022 Volume 5 Issue 1

2021

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On End-to-End White-Box Adversarial Attacks in Music Information Retrieval
Katharina Prinz | Arthur Flexer | Gerhard Widmer
2021 Volume 4 Issue 1

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On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples
Verena Praher | Katharina Prinz | Arthur Flexer | Gerhard Widmer
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

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On Perceived Emotion in Expressive Piano Performance: Further Experimental Evidence for the Relevance of Mid-level Perceptual Features
Shreyan Chowdhury | Gerhard Widmer
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

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On-Line Audio-to-Lyrics Alignment Based on a Reference Performance
Charles Brazier | Gerhard Widmer
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

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LEMONS: Listenable Explanations for Music recOmmeNder Systems
Alessandro B. Melchiorre | Verena Haunschmid | Markus Schedl | Gerhard Widmer
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part II

2020

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Learning to Read and Follow Music in Complete Score Sheet Images
Florian Henkel | Rainer Kelz | Gerhard Widmer
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

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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
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2019

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Score Following as a Multi-Modal Reinforcement Learning Problem
Florian Henkel | Stefan Balke | Matthias Dorfer | Gerhard Widmer
2019 Volume 2 Issue 1

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Order, context and popularity bias in next-song recommendations
Andreu Vall | Massimo Quadrana | Markus Schedl | Gerhard Widmer
2019 Volume 8 Issue 2

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A Convolutional Approach to Melody Line Identification in Symbolic Scores
Federico Simonetta | Carlos Eduardo Cancino Chacón | Stavros Ntalampiras | Gerhard Widmer
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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A Study of Annotation and Alignment Accuracy for Performance Comparison in Complex Orchestral Music
Thassilo Gadermaier | Gerhard Widmer
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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Towards Interpretable Polyphonic Transcription with Invertible Neural Networks
Rainer Kelz | Gerhard Widmer
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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Towards Explainable Music Emotion Recognition: The Route via Mid-level Features
Shreyan Chowdhury | Andreu Vall | Verena Haunschmid | Gerhard Widmer
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval
Stefan Balke | Matthias Dorfer | Luis Carvalho | Andreas Arzt | Gerhard Widmer
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

2018

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Learning Audio-Sheet Music Correspondences for Cross-Modal Retrieval and Piece Identification
Matthias Dorfer | Jan Hajic Jr. | Andreas Arzt | Harald Frostel | Gerhard Widmer
2018 Volume 1 Issue 1

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End-to-end cross-modality retrieval with CCA projections and pairwise ranking loss
Matthias Dorfer | Jan Schlüter | Andreu Vall | Filip Korzeniowski | Gerhard Widmer
2018 Volume 7 Issue 2

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Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game
Matthias Dorfer | Florian Henkel | Gerhard Widmer
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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Learning Interval Representations from Polyphonic Music Sequences
Stefan Lattner | Maarten Grachten | Gerhard Widmer
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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Genre-Agnostic Key Classification With Convolutional Neural Networks
Filip Korzeniowski | Gerhard Widmer
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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Towards Full-Pipeline Handwritten OMR with Musical Symbol Detection by U-Nets
Jan Hajic Jr. | Matthias Dorfer | Gerhard Widmer | Pavel Pecina
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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Evaluating Language Models of Tonal Harmony
David R. W. Sears | Filip Korzeniowski | Gerhard Widmer
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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A Predictive Model for Music based on Learned Interval Representations
Stefan Lattner | Maarten Grachten | Gerhard Widmer
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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Improved Chord Recognition by Combining Duration and Harmonic Language Models
Filip Korzeniowski | Gerhard Widmer
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

2017

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Getting Closer to the Essence of Music: The Con Espressione Manifesto
Gerhard Widmer
2017 Volume 8 Issue 2

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Piece Identification in Classical Piano Music Without Reference Scores
Andreas Arzt | Gerhard Widmer
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Modeling Harmony with Skip-Grams
David R. W. Sears | Andreas Arzt | Harald Frostel | Reinhard Sonnleitner | Gerhard Widmer
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Drum Transcription via Joint Beat and Drum Modeling Using Convolutional Recurrent Neural Networks
Richard Vogl | Matthias Dorfer | Gerhard Widmer | Peter Knees
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Learning Audio-Sheet Music Correspondences for Score Identification and Offline Alignment
Matthias Dorfer | Andreas Arzt | Gerhard Widmer
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

2016

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Towards Score Following In Sheet Music Images
Matthias Dorfer | Andreas Arzt | Gerhard Widmer
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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Noise Robust Music Artist Recognition Using I-Vector Features
Hamid Eghbal-zadeh | Gerhard Widmer
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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On the Potential of Simple Framewise Approaches to Piano Transcription
Rainer Kelz | Matthias Dorfer | Filip Korzeniowski | Sebastian Böck | Andreas Arzt | Gerhard Widmer
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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Joint Beat and Downbeat Tracking with Recurrent Neural Networks
Sebastian Böck | Florian Krebs | Gerhard Widmer
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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Landmark-Based Audio Fingerprinting for DJ Mix Monitoring
Reinhard Sonnleitner | Andreas Arzt | Gerhard Widmer
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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Downbeat Tracking Using Beat Synchronous Features with Recurrent Neural Networks
Florian Krebs | Sebastian Böck | Matthias Dorfer | Gerhard Widmer
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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Feature Learning for Chord Recognition: The Deep Chroma Extractor
Filip Korzeniowski | Gerhard Widmer
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

2015

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Accurate Tempo Estimation Based on Recurrent Neural Networks and Resonating Comb Filters
Sebastian Böck | Florian Krebs | Gerhard Widmer
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Cross-Version Singing Voice Detection in Classical Opera Recordings
Christian Dittmar | Bernhard Lehner | Thomas Prätzlich | Meinard Müller | Gerhard Widmer
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Classical Music on the Web - User Interfaces and Data Representations
Martin Gasser | Andreas Arzt | Thassilo Gadermaier | Maarten Grachten | Gerhard Widmer
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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I-Vectors for Timbre-Based Music Similarity and Music Artist Classification
Hamid Eghbal-zadeh | Bernhard Lehner | Markus Schedl | Gerhard Widmer
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Real-Time Music Tracking Using Multiple Performances as a Reference
Andreas Arzt | Gerhard Widmer
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Monaural Blind Source Separation in the Context of Vocal Detection
Bernhard Lehner | Gerhard Widmer
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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An Efficient State-Space Model for Joint Tempo and Meter Tracking
Florian Krebs | Sebastian Böck | Gerhard Widmer
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2014

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A Multi-model Approach to Beat Tracking Considering Heterogeneous Music Styles
Sebastian Böck | Florian Krebs | Gerhard Widmer
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

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Tempo- and Transposition-invariant Identification of Piece and Score Position
Andreas Arzt | Gerhard Widmer | Reinhard Sonnleitner
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

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Probabilistic Extraction of Beat Positions from a Beat Activation Function
Filip Korzeniowski | Sebastian Böck | Gerhard Widmer
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

2013

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Automatic Alignment of Music Performances with Structural Differences
Maarten Grachten | Martin Gasser | Andreas Arzt | Gerhard Widmer
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

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SIARCT-CFP: Improving Precision and the Discovery of Inexact Musical Patterns in Point-Set Representations
Tom Collins | Andreas Arzt | Sebastian Flossmann | Gerhard Widmer
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

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Local Group Delay Based Vibrato and Tremolo Suppression for Onset Detection
Sebastian Böck | Gerhard Widmer
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

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Rhythmic Pattern Modeling for Beat and Downbeat Tracking in Musical Audio
Florian Krebs | Sebastian Böck | Gerhard Widmer
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

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Towards Light-Weight, Real-Time-Capable Singing Voice Detection
Bernhard Lehner | Reinhard Sonnleitner | Gerhard Widmer
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

2012

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Fast Identification of Piece and Score Position via Symbolic Fingerprinting
Andreas Arzt | Sebastian Böck | Gerhard Widmer
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

2011

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Exploring the music similarity space on the web
Markus Schedl | Tim Pohle | Peter Knees | Gerhard Widmer
2011 Volume 29 Issue 3

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A music information system automatically generated via Web content mining techniques
Markus Schedl | Gerhard Widmer | Peter Knees | Tim Pohle
2011 Volume 47 Issue 3

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On the Importance of "Real" Audio Data for MIR Algorithm Evaluation at the Note-Level - A Comparative Study
Bernhard Niedermayer | Sebastian Böck | Gerhard Widmer
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011

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Using Mutual Proximity to Improve Content-Based Audio Similarity
Dominik Schnitzer | Arthur Flexer | Markus Schedl | Gerhard Widmer
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011

2010

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Supervised and Unsupervised Web Document Filtering Techniques to Improve Text-Based Music Retrieval
Peter Knees | Markus Schedl | Tim Pohle | Klaus Seyerlehner | Gerhard Widmer
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

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A Multi-pass Algorithm for Accurate Audio-to-Score Alignment
Bernhard Niedermayer | Gerhard Widmer
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

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Islands of Gaussians: The Self Organizing Map and Gaussian Music Similarity Features
Dominik Schnitzer | Arthur Flexer | Gerhard Widmer | Martin Gasser
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

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Evidence for Pianist-specific Rubato Style in Chopin Nocturnes
Miguel Molina-Solana | Maarten Grachten | Gerhard Widmer
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

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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
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010

2009

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Augmenting Text-based Music Retrieval with Audio Similarity: Advantages and Limitations
Peter Knees | Tim Pohle | Markus Schedl | Dominik Schnitzer | Klaus Seyerlehner | Gerhard Widmer
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

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A Filter-and-Refine Indexing Method for Fast Similarity Search in Millions of Music Tracks
Dominik Schnitzer | Arthur Flexer | Gerhard Widmer
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

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On Rhythm and General Music Similarity
Tim Pohle | Dominik Schnitzer | Markus Schedl | Peter Knees | Gerhard Widmer
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

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Browsing Music Recommendation Networks
Klaus Seyerlehner | Peter Knees | Dominik Schnitzer | Gerhard Widmer
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

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The ISMIR Cloud: A Decade of ISMIR Conferences at Your Fingertips
Maarten Grachten | Markus Schedl | Tim Pohle | Gerhard Widmer
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

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Who Is Who in the End? Recognizing Pianists by Their Final Ritardandi
Maarten Grachten | Gerhard Widmer
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

2008

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Streamcatcher: Integrated Visualization of Music Clips and Online Audio Streams
Martin Gasser | Arthur Flexer | Gerhard Widmer
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

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Playlist Generation using Start and End Songs
Arthur Flexer | Dominik Schnitzer | Martin Gasser | Gerhard Widmer
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

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Towards an Automatically Generated Music Information System Via Web Content Mining
Markus Schedl | Peter Knees | Tim Pohle | Gerhard Widmer
Advances in Information Retrieval , 30th European Conference on IR Research, ECIR 2008, Glasgow, UK, March 30-April 3, 2008. Proceedings

2007

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From Rhythm Patterns to Perceived Tempo
Klaus Seyerlehner | Gerhard Widmer | Dominik Schnitzer
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

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Web-Based Detection of Music Band Members and Line-Up
Markus Schedl | Gerhard Widmer | Tim Pohle | Klaus Seyerlehner
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

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Meaningfully Browsing Music Services
Tim Pohle | Peter Knees | Markus Schedl | Gerhard Widmer
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

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A music search engine built upon audio-based and web-based similarity measures
Peter Knees | Tim Pohle | Markus Schedl | Gerhard Widmer
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

2006

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Combining audio-based similarity with web-based data to accelerate automatic music playlist generation
Peter Knees | Tim Pohle | Markus Schedl | Gerhard Widmer
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2006, October 26-27, 2006, Santa Barbara, California, USA

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Assigning and Visualizing Music Genres by Web-based Co-Occurrence Analysis
Markus Schedl | Tim Pohle | Peter Knees | Gerhard Widmer
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

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Independent Component Analysis for Music Similarity Computation
Tim Pohle | Peter Knees | Markus Schedl | Gerhard Widmer
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

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Probabilistic Combination of Features for Music Classification
Arthur Flexer | Fabien Gouyon | Simon Dixon | Gerhard Widmer
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

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Separating voices in MIDI
Søren Tjagvad Madsen | Gerhard Widmer
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

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Towards Automatic Retrieval of Album Covers
Markus Schedl | Peter Knees | Tim Pohle | Gerhard Widmer
Advances in Information Retrieval, 28th European Conference on IR Research, ECIR 2006, London, UK, April 10-12, 2006, Proceedings

2005

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Dynamic Playlist Generation Based on Skipping Behavior
Elias Pampalk | Tim Pohle | Gerhard Widmer
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

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Improvements of Audio-Based Music Similarity and Genre Classificaton
Elias Pampalk | Arthur Flexer | Gerhard Widmer
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

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Multiple Lyrics Alignment: Automatic Retrieval of Song Lyrics
Peter Knees | Markus Schedl | Gerhard Widmer
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

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MATCH: A Music Alignment Tool Chest
Simon Dixon | Gerhard Widmer
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

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Novelty Detection Based on Spectral Similarity of Songs
Arthur Flexer | Elias Pampalk | Gerhard Widmer
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

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Discovering and Visualizing Prototypical Artists by Web-Based Co-Occurrence Analysis
Markus Schedl | Peter Knees | Gerhard Widmer
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

2004

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Towards Characterisation of Music via Rhythmic Patterns
Simon Dixon | Fabien Gouyon | Gerhard Widmer
ISMIR 2004, 5th International Conference on Music Information Retrieval, Barcelona, Spain, October 10-14, 2004, Proceedings

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Artist Classification with Web-Based Data
Peter Knees | Elias Pampalk | Gerhard Widmer
ISMIR 2004, 5th International Conference on Music Information Retrieval, Barcelona, Spain, October 10-14, 2004, Proceedings

2003

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Exploring music collections by browsing different views
Elias Pampalk | Simon Dixon | Gerhard Widmer
ISMIR 2003, 4th International Conference on Music Information Retrieval, Baltimore, Maryland, USA, October 27-30, 2003, Proceedings

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Classification of dance music by periodicity patterns
Simon Dixon | Elias Pampalk | Gerhard Widmer
ISMIR 2003, 4th International Conference on Music Information Retrieval, Baltimore, Maryland, USA, October 27-30, 2003, Proceedings

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