Dmitry Bogdanov
Universidad Pompeu Fabra
H-index: 21
Europe-Spain
Top articles of Dmitry Bogdanov
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio | arXiv preprint arXiv:2402.09318 | Pablo Alonso-Jiménez Leonardo Pepino Roser Batlle-Roca Pablo Zinemanas Dmitry Bogdanov | 2024/2/14 |
Essentia API: a web API for music audio analysis | Albin Andrew Correya Dmitry Bogdanov Pablo Alonso Jiménez Xavier Serra | 2023/1/10 | |
mir_ref: A Representation Evaluation Framework for Music Information Retrieval Tasks | arXiv preprint arXiv:2312.05994 | Christos Plachouras Pablo Alonson-Jiménez Dmitry Bogdanov | 2023/12/10 |
Efficient supervised training of audio transformers for music representation learning | arXiv preprint arXiv:2309.16418 | Pablo Alonso-Jiménez Xavier Serra Dmitry Bogdanov | 2023/9/28 |
Pre-training strategies using contrastive learning and playlist information for music classification and similarity | Pablo Alonso-Jiménez Xavier Favory Hadrien Foroughmand Grigoris Bourdalas Xavier Serra | 2023/6/4 | |
Visualization of deep audio embeddings for music exploration and rediscovery | Proceedings of the SMC 2022 Music technology and design; 2022 June 5-12; Saint-Étienne, France. Saint-Étienne: SMC; 2022. | Philip Tovstogan Xavier Serra Dmitry Bogdanov | 2022 |
Song describer: a platform for collecting textual descriptions of music recordings | Proceedings of the 23nd International Society for Music Information Retrieval Conference | Ilaria Manco Benno Weck Philip Tovstogan Minz Won Dmitry Bogdanov | 2022/12/4 |
Similarity of nearest-neighbor query results in deep latent spaces | Proceedings of the SMC 2022 Music technology and design; 2022 June 5-12; Saint-Étienne, France. Saint-Étienne: SMC; 2022. | Philip Tovstogan Xavier Serra Dmitry Bogdanov | 2022 |
MusAV: A dataset of relative arousal-valence annotations for validation of audio models | Dmitry Bogdanov Xavier Lizarraga Seijas Pablo Alonso-Jiménez Xavier Serra | 2022/9/27 | |
Ambiguity modelling with label distribution learning for music classification | Morgan Buisson Pablo Alonso-Jiménez Dmitry Bogdanov | 2022/5/23 | |
Music representation learning based on editorial metadata from discogs | Rao P, Murthy H, Srinivasamurthy A, Bittner R, Caro Repetto R, Goto M, Serra X, Miron M, editors. Proceedings of the 23nd International Society for Music Information Retrieval Conference (ISMIR 2022); 2022 Dec 4-8; Bengaluru, India.[Canada]: International | Pablo Alonso-Jiménez Xavier Serra Dmitry Bogdanov | 2022 |
Enriched music representations with multiple cross-modal contrastive learning | IEEE Signal Processing Letters | Andres Ferraro Xavier Favory Konstantinos Drossos Yuntae Kim Dmitry Bogdanov | 2021/4/5 |
How low can you go? Reducing frequency and time resolution in current CNN architectures for music auto-tagging | Andres Ferraro Dmitry Bogdanov Xavier Serra Jay Ho Jeon Jason Yoon | 2021/1/18 | |
Audio and Music Analysis on the Web using Essentia. js | Transactions of the International Society for Music Information Retrieval. 2021; 4 (1): 167-81. | Albin Andrew Correya Jorge Marcos Fernández Luis Joglar-Ongay Pablo Alonso Jiménez Xavier Serra | 2021 |
MediaEval 2021: Emotion and Theme Recognition in Music Using Jamendo. | Philip Tovstogan Dmitry Bogdanov Alastair Porter | 2021/12 | |
MediaEval 2020: Multimedia Benchmark Workshop 2020, Working Notes Proceedings of the MediaEval 2020 Workshop Online, 14-15 December 2020 | S Hicks D Jha K Pogorelov A Garcia Seco de Herrera D Bogdanov | 2021 | |
Music recommendation systems: Techniques, use cases, and challenges | Markus Schedl Peter Knees Brian McFee Dmitry Bogdanov | 2021/11/22 | |
Melon playlist dataset: A public dataset for audio-based playlist generation and music tagging | Andres Ferraro Yuntae Kim Soohyeon Lee Biho Kim Namjun Jo | 2021/6/6 | |
Essentia TensorFlow models for audio and music processing on the web | Web Audio Conference (WAC 2021) | Albin Correya Pablo Alonso-Jiménez Jorge Marcos-Fernández Xavier Serra Dmitry Bogdanov | 2021 |
The freesound loop dataset and annotation tool | arXiv preprint arXiv:2008.11507 | António Ramires Frederic Font Dmitry Bogdanov Jordan BL Smith Yi-Hsuan Yang | 2020/8/26 |
Co-Authors
