Dmitry Bogdanov

70 papers A* 3C 3Misc 4Journal 26Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	HumMusQA: A Human-written Music Understanding QA Benchmark Dataset. CoRR Benno Weck, Pablo Puentes, Andrea Poltronieri, Satyajeet Prabhu, Dmitry Bogdanov
2025	J	`jnl`	Benchmarking Music Autotagging with MGPHot Expert Annotations vs. Generic Tag Datasets. CoRR Pedro Ramoneda, Pablo Alonso-Jiménez, Sergio Oramas, Xavier Serra, Dmitry Bogdanov
2025	—	`conf`	Enhancing Neural Audio Fingerprint Robustness to Audio Degradation for Music Identification. ISMIR Recep Oguz Araz, Guillem Cortès-Sebastià, Emilio Molina, Joan Serrà, Xavier Serra, Yuki Mitsufuji, Dmitry Bogdanov
2025	J	`jnl`	Enhancing Neural Audio Fingerprint Robustness to Audio Degradation for Music Identification. CoRR Recep Oguz Araz, Guillem Cortès-Sebastià, Emilio Molina, Joan Serrà, Xavier Serra, Yuki Mitsufuji, Dmitry Bogdanov
2025	A*	`conf`	OMAR-RQ: Open Music Audio Representation Model Trained with Multi-Feature Masked Token Prediction. ACM Multimedia Pablo Alonso-Jiménez, Pedro Ramoneda, Recep Oguz Araz, Andrea Poltronieri, Dmitry Bogdanov
2025	J	`jnl`	OMAR-RQ: Open Music Audio Representation Model Trained with Multi-Feature Masked Token Prediction. CoRR Pablo Alonso-Jiménez, Pedro Ramoneda, Recep Oguz Araz, Andrea Poltronieri, Dmitry Bogdanov
2025	A*	`conf`	Supervised Contrastive Learning from Weakly-Labeled Audio Segments for Musical Version Matching. ICML Joan Serrà, Recep Oguz Araz, Dmitry Bogdanov, Yuki Mitsufuji
2025	J	`jnl`	Supervised contrastive learning from weakly-labeled audio segments for musical version matching. CoRR Joan Serrà, Recep Oguz Araz, Dmitry Bogdanov, Yuki Mitsufuji
2024	—	`conf`	Discogs-VI: A Musical Version Identification Dataset Based on Public Editorial Metadata. ISMIR Recep Oguz Araz, Xavier Serra, Dmitry Bogdanov
2024	J	`jnl`	Discogs-VI: A Musical Version Identification Dataset Based on Public Editorial Metadata. CoRR Recep Oguz Araz, Xavier Serra, Dmitry Bogdanov
2024	C	`conf`	Evaluation of Deep Audio Representations for Semantic Sound Similarity. CBMI Recep Oguz Araz, Dmitry Bogdanov, Pablo Alonso-Jiménez, Frederic Font
2024	—	`conf`	Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio. ICASSP Workshops Pablo Alonso-Jiménez, Leonardo Pepino, Roser Batlle-Roca, Pablo Zinemanas, Dmitry Bogdanov, Xavier Serra, Martín Rocamora
2024	J	`jnl`	Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio. CoRR Pablo Alonso-Jiménez, Leonardo Pepino, Roser Batlle-Roca, Pablo Zinemanas, Dmitry Bogdanov, Xavier Serra, Martín Rocamora
2024	—	`conf`	MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models. ISMIR Benno Weck, Ilaria Manco, Emmanouil Benetos, Elio Quinton, George Fazekas, Dmitry Bogdanov
2024	J	`jnl`	MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models. CoRR Benno Weck, Ilaria Manco, Emmanouil Benetos, Elio Quinton, George Fazekas, Dmitry Bogdanov
2023	—	`conf`	Efficient Supervised Training of Audio Transformers for Music Representation Learning. ISMIR Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
2023	J	`jnl`	Efficient Supervised Training of Audio Transformers for Music Representation Learning. CoRR Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
2023	Misc	`conf`	Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity. ICASSP Pablo Alonso-Jiménez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov
2023	J	`jnl`	Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity. CoRR Pablo Alonso-Jiménez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov
2023	J	`jnl`	The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation. CoRR Ilaria Manco, Benno Weck, Seungheon Doh, Minz Won, Yixiao Zhang, Dmitry Bogdanov, Yusong Wu, Ke Chen, Philip Tovstogan, Emmanouil Benetos, Elio Quinton, György Fazekas, Juhan Nam
2023	J	`jnl`	mir_ref: A Representation Evaluation Framework for Music Information Retrieval Tasks. CoRR Christos Plachouras, Pablo Alonso-Jiménez, Dmitry Bogdanov
2022	Misc	`conf`	Ambiguity Modelling with Label Distribution Learning for Music Classification. ICASSP Morgan Buisson, Pablo Alonso-Jiménez, Dmitry Bogdanov
2022	—	`conf`	MusAV: A dataset of relative arousal-valence annotations for validation of audio models. ISMIR Dmitry Bogdanov, Xavier Lizarraga-Seijas, Pablo Alonso-Jiménez, Xavier Serra
2022	—	`ch.`	Music Recommendation Systems: Techniques, Use Cases, and Challenges. Recommender Systems Handbook Markus Schedl, Peter Knees, Brian McFee, Dmitry Bogdanov
2022	—	`conf`	Music Representation Learning Based on Editorial Metadata from Discogs. ISMIR Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
2021	J	`jnl`	Audio and Music Analysis on the Web using Essentia.js. Trans. Int. Soc. Music. Inf. Retr. Albin Andrew Correya, Jorge Marcos-Fernández, Luis Joglar-Ongay, Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
2021	J	`jnl`	Enriched Music Representations With Multiple Cross-Modal Contrastive Learning. IEEE Signal Process. Lett. Andres Ferraro, Xavier Favory, Konstantinos Drossos, Yuntae Kim, Dmitry Bogdanov
2021	J	`jnl`	Enriched Music Representations with Multiple Cross-modal Contrastive Learning. CoRR Andres Ferraro, Xavier Favory, Konstantinos Drossos, Yuntae Kim, Dmitry Bogdanov
2021	—	`conf`	MediaEval 2021: Emotion and Theme Recognition in Music Using Jamendo. MediaEval Philip Tovstogan, Dmitry Bogdanov, Alastair Porter
2021	Misc	`conf`	Melon Playlist Dataset: A Public Dataset for Audio-Based Playlist Generation and Music Tagging. ICASSP Andres Ferraro, Yuntae Kim, Soohyeon Lee, Biho Kim, Namjun Jo, Semi Lim, Suyon Lim, Jungtaek Jang, Sehwan Kim, Xavier Serra, Dmitry Bogdanov
2021	J	`jnl`	Melon Playlist Dataset: a public dataset for audio-based playlist generation and music tagging. CoRR Andres Ferraro, Yuntae Kim, Soohyeon Lee, Biho Kim, Namjun Jo, Semi Lim, Suyon Lim, Jungtaek Jang, Sehwan Kim, Xavier Serra, Dmitry Bogdanov
2021	—	`ed.`	Working Notes Proceedings of the MediaEval 2020 Workshop, Online, 14-15 December 2020. MediaEval Steven Hicks, Debesh Jha, Konstantin Pogorelov, Alba García Seco de Herrera, Dmitry Bogdanov, Pierre-Etienne Martin, Stelios Andreadis, Minh-Son Dao, Zhuoran Liu, José Vargas Quiros, Benjamin Kille, Martha A. Larson
2020	—	`conf`	Essentia.js: A JavaScript Library for Music and Audio Analysis on the Web. ISMIR Albin Andrew Correya, Dmitry Bogdanov, Luis Joglar-Ongay, Xavier Serra
2020	J	`jnl`	Evaluation of CNN-based Automatic Music Tagging Models. CoRR Minz Won, Andres Ferraro, Dmitry Bogdanov, Xavier Serra
2020	—	`conf`	How Low Can You Go? Reducing Frequency and Time Resolution in Current CNN Architectures for Music Auto-tagging. EUSIPCO Andres Ferraro, Dmitry Bogdanov, Xavier Serra, Jay Ho Jeon, Jason Yoon
2020	—	`conf`	MediaEval 2020: Emotion and Theme Recognition in Music Using Jamendo. MediaEval Dmitry Bogdanov, Alastair Porter, Philip Tovstogan, Minz Won
2020	J	`jnl`	TensorFlow Audio Models in Essentia. CoRR Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra
2020	Misc	`conf`	Tensorflow Audio Models in Essentia. ICASSP Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra
2020	—	`conf`	The Freesound Loop Dataset and Annotation Tool. ISMIR António Ramires, Frederic Font, Dmitry Bogdanov, Jordan B. L. Smith, Yi-Hsuan Yang, Joann Ching, Bo-Yu Chen, Yueh-Kao Wu, Wei-Han Hsu, Xavier Serra
2020	J	`jnl`	The Freesound Loop Dataset and Annotation Tool. CoRR António Ramires, Frederic Font, Dmitry Bogdanov, Jordan B. L. Smith, Yi-Hsuan Yang, Joann Ching, Bo-Yu Chen, Yueh-Kao Wu, Wei-Han Hsu, Xavier Serra
2019	J	`jnl`	Artist and style exposure bias in collaborative filtering based music recommendations. CoRR Andres Ferraro, Dmitry Bogdanov, Xavier Serra, Jason Yoon
2019	J	`jnl`	Automatic playlist continuation using a hybrid recommender system combining features from text and audio. CoRR Andres Ferraro, Dmitry Bogdanov, Jisang Yoon, KwangSeob Kim, Xavier Serra
2019	—	`conf`	MediaEval 2019: Emotion and Theme Recognition in Music Using Jamendo. MediaEval Dmitry Bogdanov, Alastair Porter, Philip Tovstogan, Minz Won
2019	J	`jnl`	Music Auto-tagging Using CNNs and Mel-spectrograms With Reduced Frequency and Time Resolution. CoRR Andres Ferraro, Dmitry Bogdanov, Jay Ho Jeon, Jason Yoon, Xavier Serra
2019	J	`jnl`	Skip prediction using boosting trees based on acoustic features of tracks in sessions. CoRR Andrés Ferraro, Dmitry Bogdanov, Xavier Serra
2019	—	`conf`	The AcousticBrainz Genre Dataset: Multi-Source, Multi-Level, Multi-Label, and Large-Scale. ISMIR Dmitry Bogdanov, Alastair Porter, Hendrik Schreiber, Julián Urbano, Sergio Oramas
2019	J	`jnl`	Using offline metrics and user behavior analysis to combine multiple systems for music recommendation. CoRR Andres Ferraro, Dmitry Bogdanov, Kyumin Choi, Xavier Serra
2018	—	`conf`	Automatic playlist continuation using a hybrid recommender system combining features from text and audio. RecSys Challenge Andres Ferraro, Dmitry Bogdanov, Jisang Yoon, KwangSeob Kim, Xavier Serra
2018	—	`conf`	MediaEval 2018 AcousticBrainz Genre Task: A Baseline Combining Deep Feature Embeddings Across Datasets. MediaEval Sergio Oramas, Dmitry Bogdanov, Alastair Porter
2018	—	`conf`	The MediaEval 2018 AcousticBrainz Genre Task: Content-based Music Genre Recognition from Multiple Sources. MediaEval Dmitry Bogdanov, Alastair Porter, Julián Urbano, Hendrik Schreiber
2017	—	`conf`	Acoustic Scene Classification by Ensembling Gradient Boosting Machine and Convolutional Neural Networks. DCASE Eduardo Fonseca, Rong Gong, Dmitry Bogdanov, Olga Slizovskaia, Emilia Gómez, Xavier Serra
2017	—	`conf`	Freesound Datasets: A Platform for the Creation of Open Audio Datasets. ISMIR Eduardo Fonseca, Jordi Pons, Xavier Favory, Frederic Font, Dmitry Bogdanov, Andres Ferraro, Sergio Oramas, Alastair Porter, Xavier Serra
2017	—	`conf`	Quantifying Music Trends and Facts Using Editorial Metadata from the Discogs Database. ISMIR Dmitry Bogdanov, Xavier Serra
2017	—	`conf`	The MediaEval 2017 AcousticBrainz Genre Task: Content-based Music Genre Recognition from Multiple Sources. MediaEval Dmitry Bogdanov, Alastair Porter, Julián Urbano, Hendrik Schreiber
2017	—	`ed.`	Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), Dublin, Ireland, September 13-15, 2017. MediaEval Guillaume Gravier, Benjamin Bischke, Claire-Hélène Demarty, Maia Zaharieva, Michael Riegler, Emmanuel Dellandréa, Dmitry Bogdanov, Richard F. E. Sutcliffe, Gareth J. F. Jones, Martha A. Larson
2016	—	`conf`	Cross-Collection Evaluation for Music Classification Tasks. ISMIR Dmitry Bogdanov, Alastair Porter, Perfecto Herrera, Xavier Serra
2016	—	`conf`	Mining metadata from the web for AcousticBrainz. DLfm Alastair Porter, Dmitry Bogdanov, Xavier Serra
2015	—	`conf`	AcousticBrainz: A Community Platform for Gathering Music Information Obtained from Audio. ISMIR Alastair Porter, Dmitry Bogdanov, Robert Kaye, Roman Tsukanov, Xavier Serra
2015	—	`ch.`	Music Recommender Systems. Recommender Systems Handbook Markus Schedl, Peter Knees, Brian McFee, Dmitry Bogdanov, Marius Kaminskas
2014	—	`conf`	What is the Effect of Audio Quality on the Robustness of MFCCs and Chroma Features? ISMIR Julián Urbano, Dmitry Bogdanov, Perfecto Herrera, Emilia Gómez, Xavier Serra
2013	A*	`conf`	ESSENTIA: an open-source library for sound and music analysis. ACM Multimedia Dmitry Bogdanov, Nicolas Wack, Emilia Gómez, Sankalp Gulati, Perfecto Herrera, Oscar Mayor, Gerard Roma, Justin Salamon, José Ricardo Zapata, Xavier Serra
2013	—	`conf`	Essentia: An Audio Analysis Library for Music Information Retrieval. ISMIR Dmitry Bogdanov, Nicolas Wack, Emilia Gómez, Sankalp Gulati, Perfecto Herrera, Oscar Mayor, Gerard Roma, Justin Salamon, José Ricardo Zapata, Xavier Serra
2013	—	`—`	From music similarity to music recommendation : computational approaches based on audio features and metadata. Dmitry Bogdanov
2013	J	`jnl`	Semantic audio content-based music recommendation and visualization based on user preference examples. Inf. Process. Manag. Dmitry Bogdanov, Martín Haro, Ferdinand Fuhrmann, Anna Xambó, Emilia Gómez, Perfecto Herrera
2012	—	`conf`	Music retagging using label propagation and robust principal component analysis. WWW (Companion Volume) Yi-Hsuan Yang, Dmitry Bogdanov, Perfecto Herrera, Mohamed Sordo
2011	C	`conf`	A content-based system for music recommendation and visualization of user preferences working on semantic notions. CBMI Dmitry Bogdanov, Martín Haro, Ferdinand Fuhrmann, Anna Xambó, Emilia Gómez, Perfecto Herrera
2011	—	`conf`	How Much Metadata Do We Need in Music Recommendation? A Subjective Evaluation Using Preference Sets. ISMIR Dmitry Bogdanov, Perfecto Herrera
2011	J	`jnl`	Unifying Low-Level and High-Level Music Similarity Measures. IEEE Trans. Multim. Dmitry Bogdanov, Joan Serrà, Nicolas Wack, Perfecto Herrera, Xavier Serra
2010	—	`conf`	The Audio Mostly Conference Martín Haro, Anna Xambó, Ferdinand Fuhrmann, Dmitry Bogdanov, Emilia Gómez, Perfecto Herrera
2009	C	`conf`	From Low-Level to High-Level: Comparative Study of Music Similarity Measures. ISM Dmitry Bogdanov, Joan Serrà, Nicolas Wack, Perfecto Herrera