Compositional hierarchical model for music information retrieval - PhD Cover

PhD completed – Compositional hierarchical model for music information retrieval


Finally, the 6-years long PhD phase is completed. The doctoral dissertation titled ‘Compositional hierarchical model for music information retireval’ and the PowerPoint presentation are also available online on this link: https://www.researchgate.net/project/Compositional-Hierarchical-Model-an-alternative-white-box-deep-architecture Special thanks goes to my advisors Matija Marolt and Ales Leonardis. There are still several open topics in this research and the project will therefore remain in the list of my research…

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FRI summer school 2018

FRI summer school 2018


As during the previous years, we organized two workshop at FRI Summer school – the Android summer school and the Minecraft summer school. There were 13 workshops this year, highly connected to the jobs of the future. Check the video below and see you next year!

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SymCHM - the compositional hierarchical model for symbolic music representations

[Published paper] SymCHM—An Unsupervised Approach for Pattern Discovery in Symbolic Music with a Compositional Hierarchical Model


We are thrilled that a new paper on the Compositional Hierarchical Model has just been published. The paper describes a modified version of the model, SymCHM, capable of working with symbolic music representations. The paper describes the work done during the last year of the model development for the pattern discovery task. The paper publicly available here: http://www.mdpi.com/2076-3417/7/11/1135 We are also…

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Moodo data fusion model

[Published paper] The Moodo dataset: Integrating user context with emotional and color perception of music for affective music information retrieval


My colleagues and I have recently published a new scientific paper which presents the Moodo dataset and performs a detailed analysis of the multimodal data. The dataset includes user background data along with music preferences and music knowhow. In an attempt to show the future development of the recommender systems in general, we have applied a data fusion model which models…

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Minecraft Education Edition

Faculty Days – Minecraft Workshop


Last week the Faculty hosted about 400 elementary-school children who visited our laboratories and observed our latest projects. We also prepared several workshops, focusing on game-based learning, ranging from and algorithmic thinking to programming. Our Lab prepared the Minecraft workshop, using the Minecraft Education Edition and Code Connection software to support scratch-like programming in Minecraft. The workshop was a brief version…

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Putting the keys back onto the platform. The adjusting the springs takes some time.

Roland VK-7 sticky keys red glue problem – solved


About two years ago I bought a nice sounding Roland VK-7. The keyboard was in nice shape – however, it did develop (or had previously) a few flaws during the last year. The first problem (which I also informed of by the previous owner) was a random reset of the whole keyboard. After googling about similar problems other VK-7 owners had,…

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DIL adapter - 64kbit to 16kbit chip converter

Hammond XB-2 – the conclusion


Dejan and I have finally managed to perform one last attempt to fix the Hammond XB-2. As said in my previous blog post, the XB-2 I bought had an interesting distorted sound problem. This is a video of the sound problem: We tried a number of things, including the DRAM swap. Today, we performed the SRAM swap. Since we were not able to obtain…

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Moodo Visualization

Moodo dataset – Mood, Colors and Music in Music Information Retrieval (2013 – today)


Since 2013, I have also been involved in a study trying to determine whether there is a distinctive interrelationship between user’s mood, their perception of colors and their influence on the perception of music, especially in terms of the perceived and induced emotions. We published several conference papers including a paper at ISMIR 2014. Along with the study, we gathered a significant…

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Compositional hierarchical model

[Published paper] A different white-box deep architecture? Is it possible?


I recently published a paper more thoroughly explaining what I have been developing as a part of my PhD research at the Laboratory for Computer Graphics and Multimedia, Faculty of Computer and Information Science. The paper describes an alternative deep architecture. Those of you who are involved in recent machine learning research probably know neural-network-based deep architectures, which recently gained…

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