Browsing Category : Music Information Retrieval

Chinese and European songs

A Comparison of Human and Computational Melody Prediction Through Familiarity and Expertise

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In early December, we published a new paper in Frontiers in Psychology, dealing with the human melody prediction—specifically a comparison between musicians and non-musicians—and comparing it to machine predictors. A full paper is available here: https://www.frontiersin.org/articles/10.3389/fpsyg.2020.557398/full ABSTRACT: Melody prediction is an important aspect of music listening. The success of prediction, i.e., whether the next note played in a song is…

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Student motivation

Extending the Troubadour platform: Motivating students for ear-training with a rhythmic dictation application

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A month ago we published our second paper on the development and evaluation of the Troubadour platform. We developed a rhythmic dictation application and published ISMIR conference paper and a journal paper (both available below in full-text form). ISMIR Paper: The Rhythmic Dictator: Does Gamification of Rhythm Dictation Exercises Help?: https://program.ismir2020.net/poster_4-04.html ABSTRACT: We present the development and evaluation of a…

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Rhythm CHM

Compositional hierarchical model for rhythmic pattern analysis

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We recently published another paper on the compositional hierarchical model. In an attempt to further generalise the model, we adjusted and applied it to rhythmic input. The model showed promising results; while it was trained unsupervisedly, it identified basic rhythmic patterns. Moreover, it adjusted to live music (live performance) where it unsupervisedly discriminated between different meters. Quite awesome! The full…

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Compositional hierarchical model for music information retrieval - PhD Cover

PhD completed – Compositional hierarchical model for music information retrieval

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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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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

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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

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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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Moodo Visualization

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

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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?

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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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Oblačna rešitev ReverSing

ReverSing – zmagovalni študentski projekt – Dnevi Slovenske Informatike 2016

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Na Dnevih Slovenske Informatike sva z Luko Zakrajškom predstavljala študentski projekt ReverSing, ki je spletna rešitev za transkripcijo glasbe. Z veseljem sporočava, da bo ReverSing v naslednjih tednih prešel v javno beta fazo. Za tiste, ki vas rešitev zanima, sledi daljši opis projekta, ki je v obliki letaka na voljo tudi tukaj: ReverSing opis projekta. Problem Glasbeniki, učitelji glasbe in glasbeni navdušenci…

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Friction Drum - Lončeni Bas

MusicTechFest – Friction Drum

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On Saturday Karmen and Miha presented the electric version of the Friction Drum instrument (a folk instrument well known in Slovenija, as well as other parts of the world) at Music Tech Fest in Ljubljana. The presentation was awesome, as well as the demo of them playing. I managed to make a few pics with my mobile phone (thus, the quality) and a…

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