Peter Knees / Publications




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Books and Theses
Book Chapters
Journal Articles
In Proceedings
Online Publications
Editorials

2019

User Awareness in Music Recommender Systems
Peter Knees, Markus Schedl, Bruce Ferwerda, and Audrey Laplante
In M. Augstein, E. Herder, W. Wörndl (Eds.): Personalized Human-Computer Interaction
DeGruyter, Oldenbourg. (accepted, publication expected 2019)

2018

Predicting user demographics from music listening information
Thomas Krismayer, Markus Schedl, Peter Knees, and Rick Rabiser
Multimedia Tools and Applications, 2018, Springer.
DOI: 10.1007/s11042-018-5980-y
Springer Nature SharedItAccess through Springer Nature SharedIt
Music Genre Classification Revisited: An In-Depth Examination Guided by Music Experts
Haukur Pálmason, Björn Þór Jónsson, Markus Schedl, and Peter Knees
In M. Aramaki, M. Davies, R. Kronland-Martinet, S. Ystad (Eds.): Music Technology with Swing, LNCS 11265
Springer, 2018.
Multimedia Recommender Systems
Yashar Deldjoo, Markus Schedl, Balázs Hidasi, and Peter Knees
Proceedings of the 12th ACM Conference on Recommender Systems (RecSys'18)
Vancouver, BC, Canada, October 2-7, 2018.
DOI: 10.1145/3240323.3241620
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Towards Multi-Instrument Drum Transcription
Richard Vogl, Gerhard Widmer, and Peter Knees
Proceedings of the 21st International Conference on Digital Audio Effects (DAFx-2018)
Aveiro, Portugal, September 4-8, 2018. (2nd Best Paper Award)
PDFPDF    WebpageAdditional material
GANs and Poses: An Interactive Generative Music Installation Controlled by Dance Moves
Richard Vogl, Hamid Eghbal-zadeh, Gerhard Widmer, and Peter Knees
Selected works for the ISMIR 2018 Interactive Machine-Learning for Music @Exhibition
Paris, France, September 24-26, 2018.
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A GAN based Drum Pattern Generation UI Prototype
Hamid Eghbal-zadeh, Richard Vogl, Gerhard Widmer, and Peter Knees
19th International Society for Music Information Retrieval Conference Late Breaking/Demo Session (ISMIR-LBD)
Paris, France, September 24-26, 2018.
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MIREX Submission for Drum Transcription 2018
Richard Vogl and Peter Knees
Extended Abstract to the 14th Music Information Retrieval Evaluation eXchange (MIREX 2018)
Paris, France, September 26, 2018.
PDFPDF
IUI'18 Workshop on Intelligent Music Interfaces for Listening and Creation (MILC)
Peter Knees, Markus Schedl, and Rebecca Fiebrink
Joint Proceedings of the ACM IUI 2018 Workshops co-located with ACM IUI 2018, CEUR-WS, vol. 2068
Tokyo, Japan, March 11, 2018.
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2017

Indicators of Country Similarity in Terms of Music Taste, Cultural, and Socio-economic Factors
Markus Schedl, Florian Lemmerich, Bruce Ferwerda, Marcin Skowron, and Peter Knees
Proceedings of the 19th IEEE International Symposium on Multimedia (ISM 2017)
Taichung, Taiwan, December 11-13, 2017.
DOI: 10.1109/ISM.2017.55
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Drum Transcription via Joint Beat and Drum Modeling using Convolutional Recurrent Neural Networks
Richard Vogl, Matthias Dorfer, Gerhard Widmer, and 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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On Competitiveness of Nearest-Neighbor Based Music Classification: A Methodological Critique
Haukur Pálmason, Björn Þór Jónsson, Laurent Amsaleg, Markus Schedl, and Peter Knees
Proceedings of the 10th International Conference on Similarity Search and Applications (SISAP 2017)
Munich, Germany, October 4-6, 2017.
DOI: 10.1007/978-3-319-68474-1_19
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Music Genre Classification Revisited: An In-Depth Examination Guided by Music Experts
Haukur Pálmason, Björn Þór Jónsson, Markus Schedl, and Peter Knees
Proceedings of the 13th International Symposium on Computer Music Multidisciplinary Research (CMMR 2017)
Matosinhos, Porto, Portugal, September 25-28, 2017.
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New Paths in Music Recommender Systems Research
Markus Schedl, Peter Knees, and Fabien Gouyon
Proceedings of the 11th ACM Conference on Recommender Systems (RecSys 2017)
Como, Italy, August 27-31, 2017.
DOI: 10.1145/3109859.3109934
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Prediction of User Demographics from Music Listening Habits
Thomas Krismayer, Markus Schedl, Peter Knees, and Rick Rabiser
Proceedings of the International Workshop on Content-based Multimedia Indexing (CBMI 2017)
Florence, Italy, June 19-21, 2017.
DOI: 10.1145/3095713.3095722
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An Intelligent Drum Machine for Electronic Dance Music Production and Performance
Richard Vogl and Peter Knees
Proceedings of the New Interfaces for Musical Expression Conference (NIME 2017)
Copenhagen, Denmark, May 15-19, 2017.
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Building Physical Props for Imagining Future Recommender Systems
Peter Knees and Kristina Andersen
Proceedings of the IUI'17 workshop on Theory-Informed User Modeling for Tailoring and Personalizing Interfaces (HUMANIZE'17)
Limassol, Cyprus, March 13, 2017.
DOI: 10.1145/3039677.3039682
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Drum Transcription from Polyphonic Music with Recurrent Neural Networks
Richard Vogl, Matthias Dorfer, and Peter Knees
Proceedings of the 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017)
New Orleans, LA, USA, March 5-9, 2017.
DOI: 10.1109/ICASSP.2017.7952146
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MIREX Submission for Drum Transcription 2017
Richard Vogl, Matthias Dorfer, Gerhard Widmer, and Peter Knees
Extended Abstract to the 13th Music Information Retrieval Evaluation eXchange (MIREX 2017)
Suzhou, China, October 27, 2017.
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UMAP 2017 Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems
Peter Knees, Kristina Andersen, Alan Said, and Marko Tkalčič
Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization (UMAP 2017)
Bratislava, Slovakia, July 9-12, 2017.
DOI: 10.1145/3099023.3099095
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2016

Music Similarity and Retrieval - An Introduction to Audio- and Web-based Strategies
Peter Knees and Markus Schedl
Springer-Verlag Berlin Heidelberg, 2016.
DOI: 10.1007/978-3-662-49722-7
Springer Webpage
An Intelligent Interface for Drum Pattern Variation and Comparative Evaluation of Algorithms
Richard Vogl, Matthias Leimeister, Carthach Ó Nuanáin, Sergi Jordà, Michael Hlatky and Peter Knees
Journal of the Audio Engineering Society, vol. 64, no. 7/8, pp. 503-513, July 2016.
DOI: 10.17743/jaes.2016.0016
AES E-Library Open Access
The GiantSteps Project: A Second-Year Intermediate Report
Peter Knees, Kristina Andersen, Sergi Jordà, Michael Hlatky, Andrés Bucci, Wulf Gaebele, and Roman Kaurson
Proceedings of the 42nd International Computer Music Conference (ICMC 2016)
Utrecht, the Netherlands, September 14-16, 2016.
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Conversations with Expert Users in Music Retrieval and Research Challenges for Creative MIR
Kristina Andersen and Peter Knees
Proceedings of the 17th International Society for Music Information Retrieval Conference (ISMIR 2016)
New York, NY, USA, July 7-11, 2016.
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Recurrent Neural Networks for Drum Transcription
Richard Vogl, Matthias Dorfer, and Peter Knees
Proceedings of the 17th International Society for Music Information Retrieval Conference (ISMIR 2016)
New York, NY, USA, July 7-11, 2016.
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A Prototype for Exploration of Computational Strangeness in the Context of Rhythm Variation
Peter Knees and Kristina Andersen
Extended Proceedings of the 24th ACM Conference on User Modeling, Adaptation and Personalisation (UMAP 2016): Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems (SOAP 2016), CEUR-WS, vol. 1618
Halifax, NS, Canada, July 16, 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 and Kristina Andersen
Proceedings of the 6th International Conference on Multimedia Retrieval (ICMR 2016)
New York, NY, USA, June 6-9, 2016.
DOI: 10.1145/2911996.2912021
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The Dial: Exploring Computational Strangeness
Kristina Andersen and Peter Knees
CHI '16 Extended Abstracts on Human Factors in Computing Systems (CHI 2016)
San Jose, CA, USA, May 7-12, 2016.
DOI: 10.1145/2851581.2892439
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An Intelligent Musical Rhythm Variation Interface
Richard Vogl and Peter Knees
IUI '16 Companion: Companion Publication of the 21st International Conference on Intelligent User Interfaces (IUI 2016)
Sonoma, CA, USA, March 7-10, 2016.
DOI: 10.1145/2876456.2879471
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MIR Web Interface for Shaping Musical Creativity
Tom Collins, Peter Knees, and Christian Coulon
17th International Society for Music Information Retrieval Conference Late-breaking/Demo Session (ISMIR-LBD 2016)
New York, NY, USA, July 7-11, 2016.
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Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems (SOAP)
Peter Knees, Kristina Andersen, Alan Said, and Marko Tkalčič
Extended Proceedings of the 24th ACM Conference on User Modeling, Adaptation and Personalisation (UMAP 2016), CEUR-WS, vol. 1618
Halifax, NS, Canada, July 16, 2016.
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2015

Music Recommender Systems
Markus Schedl, Peter Knees, Brian McFee, Dmitry Bogdanov, and Marius Kaminskas
In F. Ricci, L. Rokach, B. Shapira (Eds.): Recommender Systems Handbook, 2nd ed., pp. 453-492,
Springer, Boston, MA, 2015.
DOI: 10.1007/978-1-4899-7637-6_13
BibTeXBibTeX
Der Musikant mit Taschenrechner in der Hand - Algorithmen zur Musikanalyse mit Anwendungen in der Kreativwirtschaft
Peter Knees
OCG Journal, vol. 40, issue 2, pp. 6-8, July 2015, Austrian Computer Society.
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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 and Mickael Le Goff
Proceedings of the 16th International Society for Music Information Retrieval Conference (ISMIR 2015)
Málaga, Spain, October 26-30, 2015.
PDFPDF    BibTeXBibTeX    WebpageDataset Webpage
Improving Music Recommendations with a Weighted Factorization of the Tagging Activity
Andreu Vall, Marcin Skowron, Peter Knees and 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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"I'd like it to do the opposite": Music-Making Between Recommendation and Obstruction
Peter Knees, Kristina Andersen, and Marko Tkalčič
Proceedings of the 2nd International Workshop on Decision Making and Recommender Systems (DMRS 2015), CEUR-WS, vol. 1533, pp. 9-16.
Bolzano, Italy, October 22-23, 2015.
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Music Retrieval and Recommendation: A Tutorial Overview
Peter Knees and Markus Schedl
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015),
Santiago, Chile, August 9-13, 2015.
DOI: 10.1145/2766462.2767880
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Addressing Tempo Estimation Octave Errors in Electronic Music by Incorporating Style Information Extracted from Wikipedia
Florian Hörschläger, Richard Vogl, Sebastian Böck, and Peter Knees
Proceedings of the 12th Sound and Music Conference (SMC15)
Maynooth, Ireland, July 26-August 1, 2015.
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GiantSteps - Progress Towards Developing Intelligent and Collaborative Interfaces for Music Production and Performance
Peter Knees, Kristina Andersen, Sergi Jordà, Michael Hlatky, Gunter Geiger, Wulf Gaebele, and Roman Kaurson
IEEE International Conference on Multimedia & Expo (ICME 2015) Workshop Proceedings, pp. 1-4,
Torino, Italy, June 29-July 3, 2015.
DOI: 10.1109/ICMEW.2015.7169826
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Collaborating with Intelligent Machines: Interfaces for Creative Sound
Florian Grote, Kristina Andersen, and Peter Knees
CHI '15 Extended Abstracts on Human Factors in Computing Systems (CHI 2015)
Seoul, Republic of Korea, April 18-23, 2015.
DOI: 10.1145/2702613.2702650
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MediaEval 2015: JKU-Tinnitus Approach to Emotion in Music Task
Martin Weber, Thomas Krismayer, Johannes Wöß, Lara Aigmüller, Patrick Birnzain, Markus Schedl, and Peter Knees
Working Notes Proceedings of the MediaEval 2015 Workshop, CEUR-WS, vol. 1436
Wurzen, Germany, September 14-15, 2015.
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JKU-Satellite at MediaEval 2015: An Intuitive Approach to Locate Single Pictures Within a Session
Michael Mayr, Thomas Hintersteiner, Michael Weingartner, Florian Schröckeneder, Peter Knees, and Markus Schedl
Working Notes Proceedings of the MediaEval 2015 Workshop, CEUR-WS, vol. 1436
Wurzen, Germany, September 14-15, 2015.
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2014

The Use of Social Media for Music Analysis and Creation Within the GiantSteps Project
Peter Knees.
Proceedings of the 1st International Workshop on Social Media Retrieval and Analysis (SoMeRA 2014),
Gold Coast, Queensland, Australia, July 11, 2014.
DOI: 10.1145/2632188.2632212
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Improving Neighborhood-Based Collaborative Filtering by Reducing Hubness
Peter Knees, Dominik Schnitzer, and Arthur Flexer.
Proceedings of the 4th ACM International Conference on Multimedia Retrieval (ICMR 2014),
Glasgow, Scotland, UK, April 1-4, 2014.
DOI: 10.1145/2578726.2578747
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SoMeRA 2014: Social Media Retrieval and Analysis Workshop
Markus Schedl, Peter Knees, and Jialie Shen.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014),
Gold Coast, Queensland, Australia, July 6-11, 2014.
DOI: 10.1145/2600428.2600739
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2013

A Survey of Music Similarity and Recommendation from Music Context Data
Peter Knees and Markus Schedl.
Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 10, issue 1, article no. 2, December 2013, ACM.
DOI: 10.1145/2542205.2542206
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Music similarity and retrieval
Peter Knees and Markus Schedl.
Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013),
Dublin, Ireland, July 28-Aug 1, 2013.
DOI: 10.1145/2484028.2484193
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An In-Depth Evaluation of Multimodal Video Genre Categorization
Ionuţ Mironică, Bogdan Ionescu, Peter Knees, and Patrick Lambert.
Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing (CBMI 2013),
Veszprém, Hungary, June 17-19, 2013.
DOI: 10.1109/CBMI.2013.6576545
Hybrid music information retrieval: Preface to the special issue
Peter Knees, Markus Schedl, and Òscar Celma
International Journal of Multimedia Information Retrieval, vol. 2, no. 1, pp. 1-2, 2013, Springer.
DOI: 10.1007/s13735-013-0033-9

2012

sound/tracks: artistic real-time sonification of train journeys
Peter Knees, Tim Pohle, and Gerhard Widmer.
Journal on Multimodal User Interfaces, vol. 6, no. 1, pp. 87-93, 2012. Springer.
DOI: 10.1007/s12193-011-0089-x
nepDroid: An Intelligent Mobile Music Player
Sebastian Huber, Markus Schedl, and Peter Knees.
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval (ICMR 2012),
Hong Kong, June 5-8, 2012.
DOI: 10.1145/2324796.2324862
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ARF @ MediaEval 2012: Multimodal Video Classification
Bogdan Ionescu, Ionuţ Mironică, Klaus Seyerlehner, Peter Knees, Jan Schlüter, Markus Schedl, Horia Cucu, Andi Buzo, and Patrick Lambert.
Working Notes Proceedings of the MediaEval 2012 Workshop, CEUR-WS, vol. 927
Pisa, Italy, October 4-5, 2012.
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AdMIRe'12 workshop
Markus Schedl, Peter Knees, and Òscar Celma
Proceedings of the 21st International Conference on World Wide Web (WWW '12 Companion),
Lyon, France, April 17, 2012.
DOI: 10.1145/3259172
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2011

Exploring the Music Similarity Space on the Web
Markus Schedl, Tim Pohle, Peter Knees, and Gerhard Widmer.
ACM Transactions on Information Systems, vol. 29, no. 3, article 14, July 2011.
DOI: 10.1145/1993036.1993038
A Music Information System Automatically Generated via Web Content Mining Techniques
Markus Schedl, Gerhard Widmer, Peter Knees, and Tim Pohle.
Information Processing & Management, vol. 47, pp. 426-439, 2011.
DOI: 10.1016/j.ipm.2010.09.002
Towards Semantic Music Information Extraction from the Web Using Rule Patterns and Supervised Learning
Peter Knees and Markus Schedl.
Proceedings of the 2nd Workshop on Music Recommendation and Discovery (WOMRAD 2011) in conjunction with the 5th ACM Conference on Recommender Systems (RecSys 2011), CEUR-WS, vol. 793, pp. 18-25.
Chicago, IL, USA, October 23, 2011.
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Investigating the Similarity Space of Music Artists on the Micro-Blogosphere
Markus Schedl, Peter Knees, and Sebastian Böck.
Proceedings of the 12th International Society for Music Information Retrieval Conference (ISMIR 2011),
Miami, FL, USA, October 24-28, 2011.
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An Approach to Automatic Music Band Member Detection Based on Supervised Learning
Peter Knees.
Proceedings of the 9th International Workshop on Adaptive Multimedia Retrieval (AMR 2011),
Barcelona, Spain, July 18-19, 2011.
DOI: 10.1007/978-3-642-37425-8_10
PDFPDF
Personalization in Multimodal Music Retrieval
Markus Schedl and Peter Knees.
Proceedings of the 9th International Workshop on Adaptive Multimedia Retrieval (AMR 2011),
Barcelona, Spain, July 18-19, 2011.
DOI: 10.1007/978-3-642-37425-8_5
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Large-Scale Music Exploration in Hierarchically Organized Landscapes Using Prototypicality Information
Markus Schedl, Christian Höglinger, and Peter Knees.
Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR 2011),
Trento, Italy, April 17-20, 2011.
DOI: 10.1145/1991996.1992004
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A Refined Block-Level Feature Set for Classification, Similarity and Tag Prediction
Klaus Seyerlehner, Markus Schedl, Peter Knees, and Reinhard Sonnleitner.
Extended Abstract to the Music Information Retrieval Evaluation eXchange (MIREX 2011),
Miami, FL, USA, October 2011.
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Preface to Adaptive Multimedia Retrieval. Context, Exploration, and Fusion
Marcin Detyniecki, Peter Knees, Andreas Nürnberger, Markus Schedl, and Sebastian Stober
LNCS 6817, Springer, Heidelberg, Germany, 2011.
DOI: 10.1007/978-3-642-27169-4

2010

Text-Based Description of Music for Indexing, Retrieval, and Browsing
Peter Knees.
Dissertation, Johannes Kepler University Linz, November, 2010.
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A High-Level Audio Feature for Music Retrieval and Sorting
Tim Pohle, Peter Knees, Klaus Seyerlehner, and Gerhard Widmer.
Proceedings of the 13th International Conference on Digital Audio Effects (DAFx-10),
Graz, Austria, September 6-10, 2010.
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A Comparison of Human, Automatic and Collaborative Music Genre Classification and User Centric Evaluation of Genre Classification Systems
Klaus Seyerlehner, Gerhard Widmer, and Peter Knees.
Proceedings of the 8th International Workshop on Adaptive Multimedia Retrieval (AMR 2010),
Linz, Austria, August 17-18, 2010.
DOI: 10.1007/978-3-642-27169-4_9
PDFPDF
Supervised and Unsupervised Web Document Filtering Techniques to Improve Text-Based Music Retrieval
Peter Knees, Markus Schedl, Tim Pohle, Klaus Seyerlehner, and 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, and Peter Knees.
Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010),
Utrecht, Netherlands, August 9-13, 2010.
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Automatic Music Tag Classification based on Block-Level Features
Klaus Seyerlehner, Gerhard Widmer, Markus Schedl, and Peter Knees.
Proceedings of the 7th Sound and Music Computing Conference (SMC 2010),
Barcelona, Spain, July 21-24, 2010.
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Using Block-Level Features for Genre Classifiction, Tag Classification and Music Similarity Estimation
Klaus Seyerlehner, Markus Schedl, Tim Pohle, and Peter Knees.
Extended Abstract to the 6th Annual Music Information Retrieval eXchange (MIREX 2010),
Utrecht, Netherlands, August 11, 2010.
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2009

Context-based Music Similarity Estimation
Markus Schedl and Peter Knees.
Proceedings of the 3rd International Workshop on Learning the Semantics of Audio Signals (LSAS 2009),
Graz, Austria, December 2nd, 2009.
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Augmenting Text-Based Music Retrieval with Audio Similarity
Peter Knees, Tim Pohle, Markus Schedl, Dominik Schnitzer, Klaus Seyerlehner, and Gerhard Widmer.
Proceedings of the 10th International Society for Music Information Retrieval Conference (ISMIR'09),
Kobe, Japan, October 26-30, 2009.
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On Rhythm and General Music Similarity
Tim Pohle, Dominik Schnitzer, Markus Schedl, Peter Knees, and Gerhard Widmer.
Proceedings of the 10th International Society for Music Information Retrieval Conference (ISMIR'09),
Kobe, Japan, October 26-30, 2009.
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Browsing Music Recommendation Networks
Klaus Seyerlehner, Peter Knees, Dominik Schnitzer, and Gerhard Widmer.
Proceedings of the 10th International Society for Music Information Retrieval Conference (ISMIR'09),
Kobe, Japan, October 26-30, 2009.
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Disc-JoQey: A Semi-Automatic Application to Segment and Tag Recordings from Vinyls
Christian Junker and Peter Knees.
10th International Society for Music Information Retrieval Conference (ISMIR'09), Demonstration Session
Kobe, Japan, October 26-30, 2009.
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2008

sound/tracks: Real-Time Synaesthetic Sonification of Train Journeys
Peter Knees, Tim Pohle, and Gerhard Widmer.
Proceedings of the 16th ACM International Conference on Multimedia (MM'08) - Interactive Arts Exhibition,
Vancouver, BC, Canada, October 27-November 1, 2008.
DOI: 10.1145/1459359.1459592
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sound/tracks: Real-Time Synaesthetic Sonification and Visualisation of Passing Landscapes
Tim Pohle, Peter Knees, and Gerhard Widmer.
Proceedings of the 16th ACM International Conference on Multimedia (MM'08) - Interactive Arts Program,
Vancouver, BC, Canada, October 27-November 1, 2008.
DOI: 10.1145/1459359.1459440
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Oh Oh Oh Whoah! Towards Automatic Topic Detection in Song Lyrics
Florian Kleedorfer, Peter Knees, and Tim Pohle.
Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR'08),
Philadelphia, PA, USA, September 14-18, 2008.
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Accessing Music Collections via Representative Cluster Prototypes in a Hierarchical Organization Scheme
Markus Dopler, Markus Schedl, Tim Pohle, and Peter Knees.
Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR'08),
Philadelphia, PA, USA, September 14-18, 2008.
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Frame-level Audio Similarity - A Codebook Approach
Klaus Seyerlehner, Gerhard Widmer, and Peter Knees
Proceedings of the 11th International Conference on Digital Audio Effects (DAFx-08),
Espoo, Finland, September 1-4, 2008.
PDFPDF
A Deeper Look into Web-based Classification of Music Artists
Peter Knees, Markus Schedl, and Tim Pohle.
Proceedings of the 2nd Workshop on Learning the Semantics of Audio Signals (LSAS 2008),
Paris, France, June 21st, 2008.
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Investigating Different Term Weighting Functions for Browsing Artist-Related Web Pages by Means of Term Co-Occurrences
Markus Schedl and Peter Knees.
Proceedings of the 2nd Workshop on Learning the Semantics of Audio Signals (LSAS 2008),
Paris, France, June 21st, 2008.
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Real-Time Synaesthetic Sonification of Traveling Landscapes
Tim Pohle and Peter Knees.
Proceedings of the 5th International Mobile Music Workshop (MMW'08),
Vienna, Austria, May 13-15, 2008.
PDFPDF
A Document-centered Approach to a Natural Language Music Search Engine
Peter Knees, Tim Pohle, Markus Schedl, Dominik Schnitzer, and Klaus Seyerlehner.
Proceedings of the 30th European Conference on Information Retrieval (ECIR'08),
Glasgow, Scotland, UK, March 30-April 3, 2008.
© Springer-Verlag, Published in the Lecture Notes in Computer Science (LNCS) series.
DOI: 10.1007/978-3-540-78646-7_68
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Towards an Automatically Generated Music Information System via Web Content Mining
Markus Schedl, Peter Knees, Tim Pohle, and Gerhard Widmer.
Proceedings of the 30th European Conference on Information Retrieval (ECIR'08),
Glasgow, Scotland, UK, March 30-April 3, 2008.
© Springer-Verlag, Published in the Lecture Notes in Computer Science (LNCS)
DOI: 10.1007/978-3-540-78646-7_60
series.
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2007

Exploring Music Collections in Virtual Landscapes
Peter Knees, Markus Schedl, Tim Pohle, and Gerhard Widmer.
IEEE MultiMedia, vol. 14, no. 3, pp. 46-54, 2007.
DOI: 10.1109/MMUL.2007.48
BibTeXBibTeX
"Reinventing The Wheel": A Novel Approach to Music Player Interfaces
Tim Pohle, Peter Knees, Markus Schedl, Elias Pampalk, and Gerhard Widmer.
IEEE Transactions on Multimedia, vol. 9, no. 3, pp. 567-575, 2007.
DOI: 10.1109/TMM.2006.887991
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One-Touch Access to Music on Mobile Devices Dominik Schnitzer, Tim Pohle, Peter Knees, and Gerhard Widmer.
Proceedings of the 6th International Conference on Mobile and Ubiquitous Multimedia (MUM 2007),
Oulu, Finland, December 12-14, 2007. (Best Student Paper Award)
DOI: 10.1145/1329469.1329483
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Browsing the Web Using Stacked Three-Dimensional Sunbursts to Visualize Term Co-Occurrences and Multimedia Content
Markus Schedl, Peter Knees, Gerhard Widmer, Klaus Seyerlehner, and Tim Pohle.
Proceedings of the IEEE Visualization 2007 (Vis'07),
Sacramento, California, USA, October 2007.
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The Quest for Ground Truth in Musical Artist Tagging in the Social Web Era
Gijs Geleijnse, Markus Schedl, and Peter Knees.
Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR'07),
Vienna, Austria, September 23-27, 2007.
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Meaningfully Browsing Music Services
Tim Pohle, Peter Knees, Markus Schedl, and Gerhard Widmer.
Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR'07),
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'07),
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, and Gerhard Widmer.
Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'07),
Amsterdam, Netherlands, July 23-27, 2007.
DOI: 10.1145/1277741.1277818
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Searching for Music using Natural Language Queries and Relevance Feedback
Peter Knees and Gerhard Widmer.
Proceedings of the 5th International Workshop on Adaptive Multimedia Retrieval (AMR'07),
Paris, France, July 5-6, 2007.
DOI: 10.1007/978-3-540-79860-6_9
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Building an Interactive Next-Generation Artist Recommender Based on Automatically Derived High-Level Concepts
Tim Pohle, Peter Knees, Markus Schedl, and Gerhard Widmer.
Proceedings of the 5th International Workshop on Content Based Multimedia Indexing (CBMI'07),
Bordeaux, France, June 25-27, 2007.
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The CoMIRVA Toolkit for Visualizing Music-Related Data
Markus Schedl, Peter Knees, Klaus Seyerlehner, and Tim Pohle.
Proceedings of the 9th Eurographics/IEEE VGTC Symposium on Visualization (EuroVis'07),
Norrköping, Sweden, May 23-25 2007.
DOI: 10.2312/VisSym/EuroVis07/147-154
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2006

Automatically Describing Music on a Map
Peter Knees, Tim Pohle, Markus Schedl, and Gerhard Widmer.
Proceedings of the 1st Workshop on Learning the Semantics of Audio Signals (LSAS'06),
Athens, Greece, December 6th, 2006.
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Automatically Adapting the Structure of Audio Similarity Spaces
Tim Pohle, Peter Knees, Markus Schedl, and Gerhard Widmer.
Proceedings of the 1st Workshop on Learning the Semantics of Audio Signals (LSAS'06),
Athens,Greece, December 6th, 2006.
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Investigating Web-Based Approaches to Revealing Prototypical Music Artists in Genre Taxonomies
Markus Schedl, Peter Knees, and Gerhard Widmer.
Proceedings of the 1st IEEE International Conference on Digital Information Management (ICDIM'06),
Bangalore, India, December 6-8, 2006.
DOI: 10.1109/ICDIM.2007.369245
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Combining Audio-based Similarity with Web-based Data to Accelerate Automatic Music Playlist Generation
Peter Knees, Tim Pohle, Markus Schedl, and Gerhard Widmer.
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR'06), Santa Barbara, California, USA, October 26-27, 2006.
DOI: 10.1145/1178677.1178699
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An Innovative Three-Dimensional User Interface for Exploring Music Collections Enriched with Meta-Information from the Web
Peter Knees, Markus Schedl, Tim Pohle, and Gerhard Widmer.
Proceedings of the 14th ACM International Conference on Multimedia (MM'06), Santa Barbara, California, USA, October 23-27, 2006. (Runner-up for Best Paper Award)
DOI: 10.1145/1180639.1180652
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Independent Component Analysis for Music Similarity Computation
Tim Pohle, Markus Schedl, Peter Knees, and Gerhard Widmer.
Proceedings of the 7th International Conference on Music Information Retrieval (ISMIR'06),
Victoria, BC, Canada, October 8-12, 2006.
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Assigning and Visualizing Music Genres by Web-based Co-Occurrence Analysis
Markus Schedl, Tim Pohle, Peter Knees, and Gerhard Widmer.
Proceedings of the 7th International Conference on Music Information Retrieval (ISMIR'06),
Victoria, BC, Canada, October 8-12, 2006.
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Towards Automatic Retrieval of Album Covers
Markus Schedl, Peter Knees, Tim Pohle, and Gerhard Widmer.
Proceedings of the 28th European Conference on Information Retrieval (ECIR'06),
London, UK, April 10-12, 2006.
© Springer, published in the Lecture Notes in Computer Science (LNCS) series
DOI: 10.1007/11735106_58
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2005

From Sound to "Sense" via Feature Extraction and Machine Learning: Deriving High-level Descriptors for Characterising Music
Gerhard Widmer, Simon Dixon, Peter Knees, Elias Pampalk, and Tim Pohle.
In M. Leman and D. Cirotteau (Eds.): Sound to Sense: Sense to Sound: A State-of-the-Art.
S2S2 Consortium, Florence.
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Automatic Classification of Musical Artists based on Web-Data
Peter Knees, Elias Pampalk, and Gerhard Widmer.
ÖGAI Journal, vol. 24, no.1, pp. 16-25, 2005.
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Interactive Poster: Using CoMIRVA for Visualizing Similarities Between Music Artists
Markus Schedl, Peter Knees, and Gerhard Widmer.
Proceedings of the IEEE Visualization 2005 (Vis'05),
Minneapolis, Minnesota, USA, October 2005.
DOI: 10.1109/VIS.2005.60
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Improving Prototypical Artist Detection by Penalizing Exorbitant Popularity
Markus Schedl, Peter Knees, and Gerhard Widmer.
Proceedings of the 3rd International Symposium on Computer Music Modeling and Retrieval (CMMR'05),
Pisa, Italy, September 2005.
© Springer, published in the Lecture Notes in Computer Science (LNCS) series
DOI: 10.1007/11751069_18
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Discovering and Visualizing Prototypical Artists by Web-based Co-Occurrence Analysis
Markus Schedl, Peter Knees, and Gerhard Widmer.
Proceedings of the 6th International Conference on Music Information Retrieval (ISMIR'05), pp. 21-28,
London, UK, September 11-15, 2005.
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Multiple Lyrics Alignment: Automatic Retrieval of Song Lyrics
Peter Knees, Markus Schedl, and Gerhard Widmer.
Proceedings of the 6th International Conference on Music Information Retrieval (ISMIR'05), pp. 564-569,
London, UK, September 11-15, 2005.
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Addendum to "Multiple Lyrics Alignment: Automatic Retrieval of Song Lyrics"
Peter Knees, Technical Report CPJKU-TR-2008-MLA,
Dept. of Computational Perception, Johannes Kepler University Linz, Austria, 2008.
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Studio Report: The Machine Learning and Intelligent Music Processing Group at the Austrian Research Institute for Artificial Intelligence (OFAI)
Gerhard Widmer, Simon Dixon, Arthur Flexer, Werner Goebl, Peter Knees, Søren Tjagvad Madsen, Elias Pampalk, Tim Pohle, Markus Schedl, and Asmir Tobudic.
Proceedings of the 2005 International Computer Music Conference (ICMC'05),
Barcelona, Spain, September 2005.
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A Web-Based Approach to Assessing Artist Similarity using Co-Occurrences
Markus Schedl, Peter Knees, and Gerhard Widmer.
Proceedings of the 4th International Workshop on Content-Based Multimedia Indexing (CBMI'05),
Riga, Latvia, June 2005.
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2004

Automatische Klassifikation von Musikkünstlern basierend auf Web-Daten
Peter Knees.
Diplomarbeit, Technische Universität Wien, November 2004.
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Artist Classification with Web-based Data
Peter Knees, Elias Pampalk, and Gerhard Widmer.
Proceedings of the 5th International Conference on Music Information Retrieval (ISMIR'04), pp. 517-524,
Barcelona, Spain, October 10-14, 2004.
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