Archiv des Autors: Igor Vatolkin
Proseminars on music data analysis and computational intelligence in games
In winter term 2016/2017, two proseminars will take place at Chair of Algorithm Engineering, TU Dortmund: „Actual challenges in music data analysis“ The topics for student talks and works should represent various MIR research areas and will be selected from … Weiterlesen
UMAP paper accepted
Jannach, D., Kamehkhosch, I., Bonnin, G.: Biases in Automated Music Playlist Generation: A Comparison of Next-Track Recommending Techniques, User Modeling, Adaptation and Personalization (UMAP 2016), Halifax, CA, 2016 In this work, the results of a multi-metric comparison of different academic … Weiterlesen
Master thesis on lyrics finished
Florian Treinat: Verwendung von Lyrics zur Generierung von Musik-Playlisten (Application of lyrics for generation of music playlists) (supervisors: Dietmar Jannach, Iman Kamehkhosh, e-Services Research Group, TU Dortmund) The goal of this work was to improve the quality of music recommendations … Weiterlesen
Master thesis on Twitter music data finished
Mike Gösker: #nowplaying: Analyse musikbezogener Twitterdaten (Analysis of music-related Twitter data) (supervisors: Dietmar Jannach, Lukas Lerche, e-Services Research Group, TU Dortmund) In his master’s thesis Mike Gösker implemented and evaluated a set of techniques to generate music track recommendations based … Weiterlesen
Bachelor thesis on generation of drum accompaniment to improvised Jazz solos
The goal of the thesis (PDF in German) was to develop a system for the automatic generation of drum accompaniment to improvised Jazz solos. This is solved by means of an evolutionary algorithm. A list of rules is defined for … Weiterlesen
Master thesis on music restructuring finished
This thesis addressed the problem of automatically rearranging any given music piece based on user-defined constraints. Rearranged music pieces are generated by playing back the original piece and jumping from one position in the original to another at specific times. … Weiterlesen
Proseminar on music data analysis
In winter term 2015/2016, a proseminar „Actual challenges in music data analysis“ (website in German) will take place at Chair of Algorithm Engineering, TU Dortmund. The topics for student talks and works should represent various MIR research areas and are … Weiterlesen
Accepted papers for RecSys and ISMIR
Two papers were accepted for upcoming conferences: D. Jannach, L. Lerche, I. Kamehkhosh: Beyond „Hitting the Hits“ – Generating Coherent Music Playlist Continuations with the Right Tracks. Proceedings of the 9th ACM Conference on Recommender Systems (RecSys 2015), Vienna, 2015 … Weiterlesen
PhD position available at the Institute of Communication Acoustics, RUB
A PhD position is available at the Institute of Communication Acoustics, Ruhr-Universität Bochum, Germany. The PhD project aims at the development and the experimental evaluation of algorithms for music signal processing in hearing devices. The applicant must have completed a … Weiterlesen
Two papers accepted
This month two papers were accepted. The first one will appear in post-proceedings of ECDA 2014 and compares audio features and playlist statistics for music classification: I. Vatolkin, G. Bonnin, D. Jannach – Comparing Audio Features and Playlist Statistics for … Weiterlesen