TY  - CONF
T1  - Improving Music Recommendations with a Weighted Factorization of the Tagging Activity
T2  - Proceedings of the 16th International Society for Music Information Retrieval Conference (ISMIR)
Y1  - 2015
A1  - Andreu Vall
A1  - Marcin Skowron
A1  - Peter Knees
A1  - Markus Schedl
JF  - Proceedings of the 16th International Society for Music Information Retrieval Conference (ISMIR)
CY  - Malaga, Spain
ER  - 

TY  - CONF
T1  - Improving score-informed source separation for classical music through note refinement
T2  - 16th International Society for Music Information Retrieval (ISMIR) Conference.
Y1  - 2015
A1  - Marius Miron
A1  - Julio José Carabias
A1  - Jordi Janer
JF  - 16th International Society for Music Information Retrieval (ISMIR) Conference.
CY  - Malaga
ER  - 

TY  - CONF
T1  - On the Influence of User Characteristics on Music Recommendation
T2  - Proceedings of the 37th European Conference on Information Retrieval (ECIR 2015)
Y1  - 2015
A1  - Markus Schedl
A1  - David Hauger
A1  - Katayoun Farrahi
A1  - Marko Tkalčič
JF  - Proceedings of the 37th European Conference on Information Retrieval (ECIR 2015)
CY  - Vienna, Austria
ER  - 

TY  - CONF
T1  - Iron Maiden while jogging, Debussy for dinner? - An analysis of music listening behavior in context
T2  - Proceedings of the 21st International Conference on MultiMedia Modeling (MMM 2015)
Y1  - 2015
A1  - Michael Gillhofer
A1  - Markus Schedl
JF  - Proceedings of the 21st International Conference on MultiMedia Modeling (MMM 2015)
CY  - Sydney, Australia
ER  - 

TY  - CONF
T1  - I-Vectors for Timbre-Based Music Similarity and Music Artist Classification
T2  - Proceedings of the 16th International Society for Music Information Retrieval Conference (ISMIR)
Y1  - 2015
A1  - Hamid Eghbal-zadeh
A1  - Bernhard Lehner
A1  - Markus Schedl
A1  - Gerhard Widmer
JF  - Proceedings of the 16th International Society for Music Information Retrieval Conference (ISMIR)
CY  - Malaga, Spain
ER  - 

TY  - JOUR
T1  - The impact of hesitation, a social signal, on a user’s quality of experience in multimedia content retrieval
JF  - Springer Multimedia Tools and Applications
Y1  - 2014
A1  - Vodlan, Tomaż
A1  - Tkalčič, Marko
A1  - Košir, Andrej
KW  - computer interaction
KW  - hesitation
KW  - human
KW  - social signals
KW  - video-on-demand
UR  - http://link.springer.com/10.1007/s11042-014-1933-2
ER  - 

TY  - CONF
T1  - Impact of Listening Behavior on Music Recommendation
T2  - Proceedings of the 15th International Society for Music Information Retrieval Conference (ISMIR 2014)
Y1  - 2014
A1  - Katayoun Farrahi
A1  - Markus Schedl
A1  - Andreu Vall
A1  - David Hauger
A1  - Marko Tkalčič
JF  - Proceedings of the 15th International Society for Music Information Retrieval Conference (ISMIR 2014)
CY  - Taipei, Taiwan
ER  - 

TY  - Generic
T1  - Improved musical onset detection with convolutional neural networks
T2  - Proceedings of the 39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014)
Y1  - 2014
A1  - Jan Schlüter
A1  - Sebastian Böck
JF  - Proceedings of the 39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014)
ER  - 

TY  - THES
T1  - Informed Source Separation for Multiple Instruments of Similar Timbre
T2  - Music Technology Group, Universitat Pompeu Fabra
Y1  - 2013
A1  - López, Jakue
KW  - source Separation
KW  - Timbre modelling
AB  - <p><span style="color: rgb(0, 0, 0); font-family: Verdana, sans-serif; font-size: 11px; line-height: 18.559999465942383px; background-color: rgb(246, 246, 246);">This Master’s thesis focuses on the challenging task of separating the musical audio sources with instruments of similar timbre. We address the case in which external pitch information to assist the separation process is available. This information is provided to the source / filter model, which is embedded in a Non-Negative Matrix Factorization (NMF) framework that processes the audio input spectrogram. Different state of the art literature methods are inspected and extended. As an extension to these, two new separation methods are proposed, the Multi-Excitation and Single Filter Instantaneous Mixture Model and the Multi-Excitation and Multi-Filter Instantaneous Mixture Model. The use of dedicated source and filter decomposition for each instrument is proposed. In addition, we introduce the use of timbre models in the separation process. Timbre models are previously trained on isolated instrument recordings. The methods are compared with the BSS Eval and PEASS evaluation toolkits over an existing dataset. Promising results obtained in the conducted experiments, which shows that this is a path to be further investigated.</span></p>
JF  - Music Technology Group, Universitat Pompeu Fabra
VL  - Master in Sound and Music Computing
UR  - http://mtg.upf.edu/system/files/publications/Jakue-Lopez-Master-Thesis-2013.pdf
ER  - 

TY  - CONF
T1  - Innovating the Classical Music Experience in the PHENICX Project: Use Cases and Initial User Feedback
T2  - 1st International Workshop on Interactive Content Consumption (WSICC) at EuroITV 2013
Y1  - 2013
A1  - Cynthia C. S. Liem
A1  - Ron van der Sterren
A1  - Marcel van Tilburg
A1  - Álvaro Sarasúa
A1  - Juan J. Bosch
A1  - Jordi Janer
A1  - Mark S. Melenhorst
A1  - Emilia Gómez
A1  - Alan Hanjalic
KW  - interactivity
KW  - multimedia information systems
KW  - multimodality
KW  - music information retrieval
KW  - performing arts
KW  - social networks
KW  - user studies
AB  - <p>The FP7 PHENICX project focuses on creating a new digital classical concert experience, improving the accessibility of classical music concert performances by enhancing and enriching them in novel digital ways, In this paper, we present the project’s foreseen use cases. Subsequently, we summarize initial use case feedback from two different user groups. Despite the early stage of the project, the feedback already gives important insight into real-world considerations to make for interactive music content consumption solutions.</p>
JF  - 1st International Workshop on Interactive Content Consumption (WSICC) at EuroITV 2013
CY  - Como, Italy
ER  -