Dr. Peter Knees


Assistant Professor

TU Wien
Faculty of Informatics
Institute of Information Systems Engineering
Information & Software Engineering
Favoritenstraße 9-11/194-1, 1040 Vienna, Austria

Office: Room HE 01 46
Hours: by appointment
Phone: +43 1 58801 188 312
e-mail:

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Peter Knees
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News



Teaching


If you are interested in a practical project, Bachelor's thesis, or Master's thesis on Music Information Retrieval, Recommender Systems, or the digital arts, please contact me.

Courses offered in WS 2018/19

Courses offered in SS 2018

Past and external teaching activities can be found here.


Research


Research Interests

  • Music Information Retrieval (MIR)
  • Web Information Retrieval
  • Multimedia Retrieval
  • Recommender Systems
  • Digital Media Arts
My ORCID: 0000-0003-3906-1292


Publications

I recently co-authored the book Music Similarity and Retrieval: An Introduction to Audio- and Web-based Strategies published in the Springer Information Retrieval series and the chapter Music Recommender Systems in the Recommender Systems Handbook (2nd ed.), also published by Springer.

The full list of my publications can be found here.

For citation counts etc. please refer to my Google Scholar profile.

       

Research Talks

  • Music and Sound Recommendation for Listeners and Creators, Guest Lecture, eBusiness in the Creative Industries, University of Vienna, Austria, May 15, 2018.

  • Künstliche Intelligenz als personalisierter Komponist ‐ Automatische Musikerzeugung als das Ende der Tantiemen?,
    Session/Talk, Future Music Camp 2018, Mannheim, Germany, April 27, 2018.

  • Towards Visual Interfaces to Sound and Music Retrieval, Invited Talk, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan, March 12, 2018.

  • Me, Myself & A.I., Impulsvortrag, Werbeplanung.at Summit 2017, Vienna, Austria, July 4, 2017.

  • Music Retrieval and Recommendation: Applications in Music Creation and Collaboration, Invited Talk, 3rd Berlin Music Information Retrieval Meetup, Germany, May 15, 2017.

  • Towards Visual Approaches to Audio Retrieval in Creative Music Production, Guest Lecture, Chulalongkorn University, Bangkok, Thailand, February 17, 2017.

  • Music Retrieval and Intelligent Machines in Sound Production, Invited Talk, IBM T.J. Watson Research Center, NY, USA, August 1, 2016.

  • Only Personalized Retrieval can be Semantic Retrieval or: What Music Producers Want from Retrieval and Recommender Systems, Talk, 4th Taiwanese Music and Audio Computing Workshop and FWF/MOST Joint Seminar on Culture- and Location-aware Music Recommendation and Retrieval, Academia Sinica, Taipei, Taiwan, February 22, 2016.

  • Landscapes from Music, Music from Landscapes, Artist Talk, 14th Japan Media Arts Festival, National Art Center, Tokyo, Japan, February 2, 2011.

  • Context-Based Music Similarity Estimation, Invited Talk, 3rd Workshop on Learning the Semantics of Audio Signals (LSAS 2009), Graz, Austria, December 2, 2009 (jointly with Markus Schedl).

  • Integrating Context and Content to Search for Music via Natural Language Queries, Seminar Talk, Queen Mary University, London, UK, April 9, 2008.

Tutorials and Summer Schools


Current Projects

Past Projects

  • GiantSteps – Seven League Boots for Music Creation and Performance
    (EU FP7-ICT-2013-10, project no. 610591, 2013-2016) The GiantSteps project unites leading music research institutions, industrial R&D companies, and music practitioners, to combine techniques and technologies in new ways, including state-of-the-art interface design techniques with MIR methods new in the areas of real-time interaction and creativity.
  • sound/tracks
    This art project aims at capturing the visual impressions of train journeys and translating them into a musical composition in real-time. The passing scenery is captured with a camera and translated into instantaneously played back piano music, adding a synaesthetic sound dimension to the visual experience and deepening the state of contemplation.
  • The nepTune Interface
    Given a digital music collection, nepTune creates a virtual landscape which allows the user to freely navigate in this collection. This is accomplished by automatically extracting features from the audio signal and clustering the music pieces, generating a 3D island landscape in which the user can hear the closest sounds with respect to the current position. Additionally, knowledge extracted automatically from the Web is incorporated to enrich the landscape with semantic information. (Demo Video)



Scientific Services


Editorial Service


Program Chair / Organizer of Scientific Events

  • ACM Recommender Systems Challenge 2019

  • Workshop on Intelligent Music Interfaces for Listening and Creation (MILC)
  • 1st Austrian Workshop on Music Information Retrieval (AMIR 2018), June 21-22 2018, Linz and Vienna, Austria

  • Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems (SOAP)
  • Collaborating with Intelligent Machines: Interfaces for Creative Sound workshop held at the 33rd Annual ACM Conference on Human Factors in Computing Systems (CHI 2015), Seoul, Republic of Korea

  • Workshop on Social Media Retrieval and Analysis (SoMeRA)
  • Workshop on Advances in Music Information Research (AdMIRe)
  • 8th International Workshop on Adaptive Multimedia Retrieval (AMR 2010), Linz, Austria

Service on Program Committees

Program Committee Member of the International Society for Music Information Retrieval Conference

Program Committee / Technical Program Committee Member

  • 24th ACM Conference on Intelligent User Interfaces (IUI 2019), Los Angeles, CA, USA
  • 33rd AAAI Conference on Artificial Intelligence (AAAI-19), Honolulu, HI, USA
  • 26th Annual eTourism Conference (ENTER 2019), Nikosia, Cyprus
  • 1st IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR 2018), Taichung, Taiwan
  • ACM Multimedia 2018, Seoul, Republic of Korea
  • 12th ACM Recommender Systems Conference (RecSys 2018), Vancouver, BC, Canada
  • 27th International Joint Conference on Artificial Intelligence and 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), Stockholm, Sweden
  • 20th IEEE Conference on Business Informatics (CBI 2018), Vienna, Austria
  • 14th Annual SEMANTiCS Conference, 2018, Vienna, Austria
  • 26th Conference on User Modeling, Adaptation and Personalization (UMAP 2018) + LBR/TOR/Demo, Singapore
  • 23th ACM Conference on Intelligent User Interfaces (IUI 2018) Poster/Demo, Tokyo, Japan
  • 25th Conference on User Modeling, Adaptation and Personalization (UMAP 2017) LBR/TOR/Demo, Bratislava, Slovakia
  • 7th International Conference on Affective Computing and Intelligent Interaction (ACII 2017), San Antonio, TX, USA
  • 2017 ACM International Conference on Multimedia Retrieval (ICMR 2017) Open Source Session, Bucharest, Romania
  • 20th ACM Conference on Intelligent User Interfaces (IUI 2015), Atlanta, GA, USA
  • 12th Sound and Music Computing Conference (SMC-15), Maynooth, Ireland
  • 21st International Conference on MultiMedia Modelling (MMM 2015) – Special Session on Social Geo-Media Analytics and Retrieval, Sydney, Australia
  • ACM Multimedia 2014, Orlando, FL, USA
  • 36th European Conference on Information Retrieval (ECIR 2014) Tutorials, Amsterdam, the Netherlands
  • 21st European Signal Processing Conference (EUSIPCO 2013), Marrakech, Morocco
  • 35th European Conference on Information Retrieval (ECIR 2013) Tutorials, Moscow, Russia
  • ACM Multimedia 2012, Nara, Japan
  • ACM Multimedia Interactive Arts Program 2010, Florence, Italy
  • ACM Multimedia Interactive Arts Program 2009, Beijing, China

Workshop Program Committee Member


Reviewer

  • IEEE Computer
  • Machine Learning
  • Fuzzy Sets and Systems
  • Computers & Electrical Engineering
  • ACM Transactions on Intelligent Systems and Applications (TIST)
  • IEEE MultiMedia
  • IEEE Transactions on Multimedia
  • IEEE Journal of Selected Topics in Signal Processing
  • IEEE Transactions on Knowledge and Data Engineering
  • IEEE Transactions on Emerging Topics in Computational Intelligence
  • Information Retrieval
  • Information Processing Letters (IPL)
  • Information Processing and Management (IPM)
  • International Journal on Digital Libraries (IJDL)
  • International Journal of Multimedia Information Retrieval
  • Multimedia Tools and Applications (MTAP)
  • Journal of New Music Research (JNMR)
  • Interaction Design and Architecture(s) Journal (IxD&A)
  • Open Journal of Information Systems (OJIS)

  • AAAI Conference on Artificial Intelligence (AAAI)
  • International Joint Conference on Artificial Intelligence (IJCAI)
  • European Conference on Artificial Intelligence (ECAI)
  • German Conference on Artificial Intelligence (KI)
  • International Conference on Music Information Retrieval (ISMIR)
  • International Computer Music Conference (ICMC)
  • Sound and Music Computing Conference (SMC)
  • European Signal Processing Conference (EUSIPCO)
  • ACM International Conference on Interactive Experiences for TV and Online Video (TVX)
  • International Conference on Semantics and Digital Media Technology (SAMT)
  • IEEE Visualization (VIS)
  • Designing Interactive Systems (DIS)
  • alt.chi

  • National Science Foundation (NSF)

Honors