Peter Knees

2025

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Nuanced Music Emotion Recognition via a Semi-Supervised Multi-Relational Graph Neural Network.
Andreas Peintner|Marta Moscati|Yu Kinoshita|Richard Vogl|Peter Knees|Markus Schedl|Hannah Strauß|Marcel Zentner|Eva Zangerle
Transactions of the International Society for Music Information Retrieval (TISMIR) 2025 Volume 8 Issue 1

2024

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Mosaikbox: Improving Fully Automatic DJ Mixing Through Rule-Based Stem Modification and Precise Beat-Grid Estimation.
Robert Sowula|Peter Knees
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.

2022

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On the Impact and Interplay of Input Representations and Network Architectures for Automatic Music Tagging.
Maximilian Damböck|Richard Vogl|Peter Knees
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
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A Reproducibility Study on User-centric MIR Research and Why it is Important.
Peter Knees|Bruce Ferwerda|Andreas Rauber|Sebastian Strumbelj|Annabel Resch|Laurenz Tomandl|Valentin Bauer|Fung Yee Tang|Josip Bobinac|Amila Ceranic|Riad Dizdar
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

2021

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Session-based Hotel Recommendations Dataset: As part of the ACM Recommender System Challenge 2019.
Jens Adamczak|Yashar Deldjoo|Farshad Bakhshandegan Moghaddam|Peter Knees|Gerard Paul Leyson|Philipp Monreal
ACM Transactions on Intelligent Systems and Technology (TIST) 2021 Volume 12 Issue 1

2020

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Intelligent User Interfaces for Music Discovery.
Peter Knees|Markus Schedl|Masataka Goto
Transactions of the International Society for Music Information Retrieval (TISMIR) 2020 Volume 3 Issue 1
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Music Tower Blocks: Multi-Faceted Exploration Interface for Web-Scale Music Access.
Markus Schedl|Michael Mayr|Peter Knees
Proceedings of the 2020 on International Conference on Multimedia Retrieval, ICMR 2020, Dublin, Ireland, June 8-11, 2020.

2019

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Multi-Task Learning of Tempo and Beat: Learning One to Improve the Other.
Sebastian Böck|Matthew E. P. Davies|Peter Knees
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019
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Intelligent User Interfaces for Music Discovery: The Past 20 Years and What's to Come.
Peter Knees|Markus Schedl|Masataka Goto
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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

2016

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Conversations with Expert Users in Music Retrieval and Research Challenges for Creative MIR.
Kristina Andersen|Peter Knees
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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Recurrent Neural Networks for Drum Transcription.
Richard Vogl|Matthias Dorfer|Peter Knees
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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Searching for Audio by Sketching Mental Images of Sound: A Brave New Idea for Audio Retrieval in Creative Music Production.
Peter Knees|Kristina Andersen
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, ICMR 2016, New York, New York, USA, June 6-9, 2016

2015

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Two Data Sets for Tempo Estimation and Key Detection in Electronic Dance Music Annotated from User Corrections.
Peter Knees|Ángel Faraldo|Perfecto Herrera|Richard Vogl|Sebastian Böck|Florian Hörschläger|Mickael Le Goff
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015
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Improving Music Recommendations with a Weighted Factorization of the Tagging Activity.
Andreu Vall|Marcin Skowron|Peter Knees|Markus Schedl
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015
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Music Retrieval and Recommendation: A Tutorial Overview.
Peter Knees|Markus Schedl
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

2014

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SoMeRA'14, Proceedings of the First ACM International Workshop on Social Media Retrieval and Analysis, July 11, 2014, Gold Coast, Queensland, Australia
Peter Willett|Markus Schedl|Peter Willett|Markus Schedl
International Workshop on Social Media Retrieval and Analysis 2014
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Improving Neighborhood-Based Collaborative Filtering by Reducing Hubness.
Peter Knees|Dominik Schnitzer|Arthur Flexer
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014
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SoMeRA 2014: social media retrieval and analysis workshop.
Markus Schedl|Peter Knees|Jialie Shen
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014
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The use of social media for music analysis and creation within the giantsteps project.
Peter Knees|Mingyang Chen|Peter Knees|Mingyang Chen
SoMeRA'14, Proceedings of the First ACM International Workshop on Social Media Retrieval and Analysis, July 11, 2014, Gold Coast, Queensland, Australia

2013

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Hybrid music information retrieval.
Peter Knees|Markus Schedl|Òscar Celma
International Journal of Multimedia Information Retrieval (IJMIR) 2013 Volume 2 Issue 1
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Music similarity and retrieval.
Peter Knees|Markus Schedl
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013

2012

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nepDroid: an intelligent mobile music player.
Sebastian Huber|Markus Schedl|Peter Knees
International Conference on Multimedia Retrieval, ICMR '12, Hong Kong, China, June 5-8, 2012

2011

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Exploring the music similarity space on the web.
Markus Schedl|Tim Pohle|Peter Knees|Gerhard Widmer
ACM Transactions on Information Systems (TOIS) 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
Information Processing and Management 2011 Volume 47 Issue 3
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Investigating the Similarity Space of Music Artists on the Micro-Blogosphere.
Markus Schedl|Peter Knees|Sebastian Böck
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011
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Large-scale music exploration in hierarchically organized landscapes using prototypicality information.
Markus Schedl|Christian Höglinger|Peter Knees
Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011, Trento, Italy, April 18 - 20, 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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What's Hot? Estimating Country-specific Artist Popularity.
Markus Schedl|Tim Pohle|Noam Koenigstein|Peter Knees
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 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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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

2008

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A Document-Centered Approach to a Natural Language Music Search Engine.
Peter Knees|Tim Pohle|Markus Schedl|Dominik Schnitzer|Klaus Seyerlehner
Advances in Information Retrieval , 30th European Conference on IR Research, ECIR 2008, Glasgow, UK, March 30-April 3, 2008. Proceedings
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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
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Accessing Music Collections Via Representative Cluster Prototypes in a Hierarchical Organization Scheme.
Markus Dopler|Markus Schedl|Tim Pohle|Peter Knees
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008
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Oh Oh Oh Whoah! Towards Automatic Topic Detection In Song Lyrics.
Florian Kleedorfer|Peter Knees|Tim Pohle
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

2007

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The Quest for Ground Truth in Musical Artist Tagging in the Social Web Era.
Gijs Geleijnse|Markus Schedl|Peter Knees
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007
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Search & Select - Intuitively Retrieving Music from Large Collections.
Peter Knees
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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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
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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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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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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

2005

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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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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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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