Igor Vatolkin
Technische Universität Dortmund
H-index: 11
Europe-Germany
Top articles of Igor Vatolkin
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Weighted Initialisation of Evolutionary Instrument and Pitch Detection in Polyphonic Music | Justin Dettmer Igor Vatolkin Tobias Glasmachers | 2024/3/29 | |
Adaptation and Optimization of AugmentedNet for Roman Numeral Analysis Applied to Audio Signals | Leonard Fricke Mark Gotham Fabian Ostermann Igor Vatolkin | 2024/3/29 | |
Application of Neural Architecture Search to Instrument Recognition in Polyphonic Audio | Leonard Fricke Igor Vatolkin Fabian Ostermann | 2023/4/1 | |
AAM: a dataset of Artificial Audio Multitracks for diverse music information retrieval tasks | EURASIP Journal on Audio, Speech, and Music Processing | Fabian Ostermann Igor Vatolkin Martin Ebeling | 2023/3/23 |
Musical Genre Recognition Based on Deep Descriptors of Harmony, Instrumentation, and Segments | Igor Vatolkin Mark Gotham Néstor Nápoles López Fabian Ostermann | 2023/4/1 | |
Stability of Symbolic Feature Group Importance in the Context of Multi-Modal Music Classification. | Igor Vatolkin Cory McKay | 2022/12/4 | |
Multi-Objective Investigation of Six Feature Source Types for Multi-Modal Music Classification. | Transactions of the International Society for Music Information Retrieval | Igor Vatolkin Cory McKay | 2022/1/24 |
Suppression of Background Noise in Speech Signals with Artificial Neural Networks, Exemplarily Applied to Keyboard Sounds. | Leonard Fricke Jurij Kuzmic Igor Vatolkin | 2022 | |
Evaluating Creativity in Automatic Reactive Accompaniment of Jazz Improvisation. | Transactions of the International Society for Music Information Retrieval | Fabian Ostermann Igor Vatolkin Günter Rudolph | 2021/11/30 |
IMPROVING INTERPRETABLE GENRE RECOGNITION WITH AUDIO FEATURE STATISTICS BASED ON ZYGONIC THEORY | Igor VATOLKIN | 2021 | |
Statistical and Visual Analysis of Audio, Text, and Image Features for Multi-Modal Music Genre Recognition | Entropy | Ben Wilkes Igor Vatolkin Heinrich Müller | 2021/11/12 |
Advancements in the music information retrieval framework amuse over the last decade | Igor Vatolkin Philipp Ginsel Günter Rudolph | 2021/7/11 | |
An evolutionary multi-objective feature selection approach for detecting music segment boundaries of specific types | Igor Vatolkin Fabian Ostermann Meinard Müller | 2021/6/26 | |
A Multi-objective Evolutionary Approach to Identify Relevant Audio Features for Music Segmentation | Igor Vatolkin Marcel Koch Meinard Müller | 2021/4/2 | |
A fusion of deep and shallow learning to predict genres based on instrument and timbre features | Igor Vatolkin Benedikt Adrian Jurij Kuzmic | 2021/4/2 | |
Analysis of structural complexity features for music genre recognition | Philipp Ginsel Igor Vatolkin Güter Rudolph | 2020/7/19 | |
Evolutionary approximation of instrumental texture in polyphonic audio recordings | Igor Vatolkin | 2020/7/19 | |
Implementierung von hybriden Methoden zur Instrumentenerkennung in verrauschten Musikdaten | Igor Vatolkin M Sc Jurij Kuzmic | 2020/5/22 | |
Comparing fuzzy rule based approaches for music genre classification | Frederik Heerde Igor Vatolkin Günter Rudolph | 2020 |
Co-Authors
