Igor Vatolkin - RankMe

52 papers A* 1A 3B 3C 12Journal 7Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Towards an 'Everything Corpus': A Framework and Guidelines for the Curation of More Comprehensive Multimodal Music Data. Trans. Int. Soc. Music. Inf. Retr. Mark Gotham, Brian Bemman, Igor Vatolkin
2024	C	`conf`	Adaptation and Optimization of AugmentedNet for Roman Numeral Analysis Applied to Audio Signals. EvoMUSART Leonard Fricke, Mark Gotham, Fabian Ostermann, Igor Vatolkin
2024	C	`conf`	Observation Encoding for Reinforcement Learning Agents in 3D Game Environments. CoG Lennart Haase, Nicolas Fischöder, Igor Vatolkin
2024	C	`conf`	Weighted Initialisation of Evolutionary Instrument and Pitch Detection in Polyphonic Music. EvoMUSART Justin Dettmer, Igor Vatolkin, Tobias Glasmachers
2023	J	`jnl`	AAM: a dataset of Artificial Audio Multitracks for diverse music information retrieval tasks. EURASIP J. Audio Speech Music. Process. Fabian Ostermann, Igor Vatolkin, Martin Ebeling
2023	—	`conf`	Application of Neural Architecture Search to Instrument Recognition in Polyphonic Audio. EvoMUSART@EvoStar Leonard Fricke, Igor Vatolkin, Fabian Ostermann
2023	—	`conf`	Musical Genre Recognition Based on Deep Descriptors of Harmony, Instrumentation, and Segments. EvoMUSART@EvoStar Igor Vatolkin, Mark Gotham, Néstor Nápoles López, Fabian Ostermann
2022	—	`conf`	Artificial Music Producer: Filtering Music Compositions by Artificial Taste. AIMC Fabian Ostermann, Igor Vatolkin, Günter Rudolph
2022	J	`jnl`	Multi-Objective Investigation of Six Feature Source Types for Multi-Modal Music Classification. Trans. Int. Soc. Music. Inf. Retr. Igor Vatolkin, Cory McKay
2022	—	`conf`	Stability of Symbolic Feature Group Importance in the Context of Multi-Modal Music Classification. ISMIR Igor Vatolkin, Cory McKay
2022	C	`conf`	Suppression of Background Noise in Speech Signals with Artificial Neural Networks, Exemplarily Applied to Keyboard Sounds. IJCCI Leonard Fricke, Jurij Kuzmic, Igor Vatolkin
2021	C	`conf`	A Fusion of Deep and Shallow Learning to Predict Genres Based on Instrument and Timbre Features. EvoMUSART Igor Vatolkin, Benedikt Adrian, Jurij Kuzmic
2021	C	`conf`	A Multi-objective Evolutionary Approach to Identify Relevant Audio Features for Music Segmentation. EvoMUSART Igor Vatolkin, Marcel Koch, Meinard Müller
2021	A*	`conf`	Advancements in the Music Information Retrieval Framework AMUSE over the Last Decade. SIGIR Igor Vatolkin, Philipp Ginsel, Günter Rudolph
2021	A	`conf`	An evolutionary multi-objective feature selection approach for detecting music segment boundaries of specific types. GECCO Igor Vatolkin, Fabian Ostermann, Meinard Müller
2021	J	`jnl`	Evaluating Creativity in Automatic Reactive Accompaniment of Jazz Improvisation. Trans. Int. Soc. Music. Inf. Retr. Fabian Ostermann, Igor Vatolkin, Günter Rudolph
2021	J	`jnl`	Statistical and Visual Analysis of Audio, Text, and Image Features for Multi-Modal Music Genre Recognition. Entropy Ben Wilkes, Igor Vatolkin, Heinrich Müller
2020	B	`conf`	Analysis of Structural Complexity Features for Music Genre Recognition. CEC Philipp Ginsel, Igor Vatolkin, Günter Rudolph
2020	C	`conf`	Comparing Fuzzy Rule Based Approaches for Music Genre Classification. EvoMUSART Frederik Heerde, Igor Vatolkin, Günter Rudolph
2020	B	`conf`	Evolutionary Approximation of Instrumental Texture in Polyphonic Audio Recordings. CEC Igor Vatolkin
2019	C	`conf`	Evolutionary Multi-objective Training Set Selection of Data Instances and Augmentations for Vocal Detection. EvoMUSART Igor Vatolkin, Daniel Stoller
2018	—	`conf`	Comparison of Audio Features for Recognition of Western and Ethnic Instruments in Polyphonic Mixtures. ISMIR Igor Vatolkin, Günter Rudolph
2017	C	`conf`	Evaluation Rules for Evolutionary Generation of Drum Patterns in Jazz Solos. EvoMUSART Fabian Ostermann, Igor Vatolkin, Günter Rudolph
2017	C	`conf`	Generalisation Performance of Western Instrument Recognition Models in Polyphonic Mixtures with Ethnic Samples. EvoMUSART Igor Vatolkin
2017	—	`conf`	Singing Voice Detection across Different Music Genres. Semantic Audio Florian Scholz, Igor Vatolkin, Günter Rudolph
2015	—	`conf`	Evaluation of Album Effect for Feature Selection in Music Genre Recognition. ISMIR Igor Vatolkin, Günter Rudolph, Claus Weihs
2015	—	`conf`	Exploration of Two-Objective Scenarios on Supervised Evolutionary Feature Selection: A Survey and a Case Study (Application to Music Categorisation). EMO (2) Igor Vatolkin
2015	C	`conf`	Interpretability of Music Classification as a Criterion for Evolutionary Multi-objective Feature Selection. EvoMUSART Igor Vatolkin, Günter Rudolph, Claus Weihs
2014	—	`conf`	Comparing Audio Features and Playlist Statistics for Music Classification. ECDA Igor Vatolkin, Geoffray Bonnin, Dietmar Jannach
2013	—	`ch.`	A Case Study About the Effort to Classify Music Intervals by Chroma and Spectrum Analysis. Algorithms from and for Nature and Life Verena Mattern, Igor Vatolkin, Günter Rudolph
2013	—	`ch.`	Computational Prediction of High-Level Descriptors of Music Personal Categories. Algorithms from and for Nature and Life Günther Rötter, Igor Vatolkin, Claus Weihs
2013	—	`conf`	Impact of Frame Size and Instrumentation on Chroma-Based Automatic Chord Recognition. ECDA Daniel Stoller, Matthias Mauch, Igor Vatolkin, Claus Weihs
2013	—	`—`	Improving supervised music classification by means of multi-objective evolutionary feature selection. Igor Vatolkin
2013	—	`conf`	Interpretable Music Categorisation Based on Fuzzy Rules and High-Level Audio Features. ECDA Igor Vatolkin, Günter Rudolph
2013	—	`conf`	Measuring the Performance of Evolutionary Multi-Objective Feature Selection for Prediction of Musical Genres and Styles. GI-Jahrestagung Igor Vatolkin
2013	C	`conf`	Performance of Specific vs. Generic Feature Sets in Polyphonic Music Instrument Recognition. EMO Igor Vatolkin, Anil M. Nagathil, Wolfgang M. Theimer, Rainer Martin
2013	—	`ch.`	Piano and Guitar Tone Distinction Based on Extended Feature Analysis. Classification and Data Mining Markus Eichhoff, Igor Vatolkin, Claus Weihs
2012	—	`conf`	BeatTheBeat music-based procedural content generation in a mobile game. CIG Annika Jordan, Dimitri Scheftelowitsch, Jan Lahni, Jannic Hartwecker, Matthias Kuchem, Mirko Walter-Huber, Nils Vortmeier, Tim Delbrügger, Ümit Güler, Igor Vatolkin, Mike Preuss
2012	J	`jnl`	Multi-objective evolutionary feature selection for instrument recognition in polyphonic audio mixtures. Soft Comput. Igor Vatolkin, Mike Preuß, Günter Rudolph, Markus Eichhoff, Claus Weihs
2012	—	`conf`	Music Genre Prediction by Low-Level and High-Level Characteristics. GfKl Igor Vatolkin, Günther Rötter, Claus Weihs
2012	—	`conf`	Statistical Comparison of Classifiers for Multi-objective Feature Selection in Instrument Recognition. GfKl Igor Vatolkin, Bernd Bischl, Günter Rudolph, Claus Weihs
2011	J	`jnl`	Huge Music Archives on Mobile Devices. IEEE Signal Process. Mag. Holger Blume, Bernd Bischl, Martin Botteck, Christian Igel, Rainer Martin, Günther Rötter, Günter Rudolph, Wolfgang M. Theimer, Igor Vatolkin, Claus Weihs
2011	A	`conf`	Multi-objective feature selection in music genre and style recognition tasks. GECCO Igor Vatolkin, Mike Preuß, Günter Rudolph
2011	—	`conf`	Regression-Based Tempo Recognition from Chroma and Energy Accents for Slow Audio Recordings. Semantic Audio Thorsten Deinert, Igor Vatolkin, Günter Rudolph
2010	—	`conf`	AMUSE (Advanced MUSic Explorer) - A Multitool Framework for Music Data Analysis. ISMIR Igor Vatolkin, Wolfgang M. Theimer, Martin Botteck
2010	—	`conf`	Comparison of Partition-Based Audio Features for Music Classification. Sprachkommunikation Anil M. Nagathil, Igor Vatolkin, Wolfgang M. Theimer
2010	—	`conf`	Multi-Objective Evaluation of Music Classification. GfKl Igor Vatolkin
2010	—	`conf`	Partition Based Feature Processing for Improved Music Classification. GfKl Igor Vatolkin, Wolfgang M. Theimer, Martin Botteck
2010	—	`conf`	Selecting Small Audio Feature Sets in Music Classification by Means of Asymmetric Mutation. PPSN (1) Bernd Bischl, Igor Vatolkin, Mike Preuss
2010	—	`conf`	Software in Music Information Retrieval. GfKl Claus Weihs, Klaus Friedrichs, Markus Eichhoff, Igor Vatolkin
2009	B	`conf`	Design and comparison of different evolution strategies for feature selection and consolidation in music classification. IEEE Congress on Evolutionary Computation Igor Vatolkin, Wolfgang M. Theimer, Günter Rudolph
2008	A	`conf`	Optimization of Feature Processing Chain in Music Classification by Evolution Strategies. PPSN Igor Vatolkin, Wolfgang M. Theimer