Dmitry Bogdanov

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 41

Top Topics

Acoustic Features

Supervised Training

Music Recommendation

Top Venues

Publications

Pablo Alonso-Jiménez, Leonardo Pepino, Roser Batlle-Roca, Pablo Zinemanas, Dmitry Bogdanov, Xavier Serra, Martín Rocamora
Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio. CoRR (2024)
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
The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation. CoRR (2023)
Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
Efficient Supervised Training of Audio Transformers for Music Representation Learning. ISMIR (2023)
Pablo Alonso-Jiménez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov
Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity. CoRR (2023)
Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
Efficient Supervised Training of Audio Transformers for Music Representation Learning. CoRR (2023)
Christos Plachouras, Pablo Alonso-Jiménez, Dmitry Bogdanov
mir_ref: A Representation Evaluation Framework for Music Information Retrieval Tasks. CoRR (2023)
Pablo Alonso-Jiménez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov
Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity. ICASSP (2023)
Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
Music Representation Learning Based on Editorial Metadata from Discogs. ISMIR (2022)
Morgan Buisson, Pablo Alonso-Jiménez, Dmitry Bogdanov
Ambiguity Modelling with Label Distribution Learning for Music Classification. ICASSP (2022)
Dmitry Bogdanov, Xavier Lizarraga-Seijas, Pablo Alonso-Jiménez, Xavier Serra
MusAV: A dataset of relative arousal-valence annotations for validation of audio models. ISMIR (2022)
Andres Ferraro, Yuntae Kim, Soohyeon Lee, Biho Kim, Namjun Jo, Semi Lim, Suyon Lim, Jungtaek Jang, Sehwan Kim, Xavier Serra, Dmitry Bogdanov
Melon Playlist Dataset: a public dataset for audio-based playlist generation and music tagging. CoRR (2021)
Philip Tovstogan, Dmitry Bogdanov, Alastair Porter
MediaEval 2021: Emotion and Theme Recognition in Music Using Jamendo. MediaEval (2021)
Albin Andrew Correya, Jorge Marcos-Fernández, Luis Joglar-Ongay, Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
Audio and Music Analysis on the Web using Essentia.js. Trans. Int. Soc. Music. Inf. Retr. 4 (1) (2021)
Andres Ferraro, Xavier Favory, Konstantinos Drossos, Yuntae Kim, Dmitry Bogdanov
Enriched Music Representations With Multiple Cross-Modal Contrastive Learning. IEEE Signal Process. Lett. 28 (2021)
Andres Ferraro, Xavier Favory, Konstantinos Drossos, Yuntae Kim, Dmitry Bogdanov
Enriched Music Representations with Multiple Cross-modal Contrastive Learning. CoRR (2021)
Andres Ferraro, Yuntae Kim, Soohyeon Lee, Biho Kim, Namjun Jo, Semi Lim, Suyon Lim, Jungtaek Jang, Sehwan Kim, Xavier Serra, Dmitry Bogdanov
Melon Playlist Dataset: A Public Dataset for Audio-Based Playlist Generation and Music Tagging. ICASSP (2021)
Albin Andrew Correya, Dmitry Bogdanov, Luis Joglar-Ongay, Xavier Serra
Essentia.js: A JavaScript Library for Music and Audio Analysis on the Web. ISMIR (2020)
Andres Ferraro, Dmitry Bogdanov, Xavier Serra, Jay Ho Jeon, Jason Yoon
How Low Can You Go? Reducing Frequency and Time Resolution in Current CNN Architectures for Music Auto-tagging. EUSIPCO (2020)
Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra
TensorFlow Audio Models in Essentia. CoRR (2020)
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
The Freesound Loop Dataset and Annotation Tool. CoRR (2020)
Minz Won, Andres Ferraro, Dmitry Bogdanov, Xavier Serra
Evaluation of CNN-based Automatic Music Tagging Models. CoRR (2020)
Dmitry Bogdanov, Alastair Porter, Philip Tovstogan, Minz Won
MediaEval 2020: Emotion and Theme Recognition in Music Using Jamendo. MediaEval (2020)
Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra
Tensorflow Audio Models in Essentia. ICASSP (2020)
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
The Freesound Loop Dataset and Annotation Tool. ISMIR (2020)
Andres Ferraro, Dmitry Bogdanov, Jay Ho Jeon, Jason Yoon, Xavier Serra
Music Auto-tagging Using CNNs and Mel-spectrograms With Reduced Frequency and Time Resolution. CoRR (2019)
Andres Ferraro, Dmitry Bogdanov, Xavier Serra, Jason Yoon
Artist and style exposure bias in collaborative filtering based music recommendations. CoRR (2019)
Andrés Ferraro, Dmitry Bogdanov, Xavier Serra
Skip prediction using boosting trees based on acoustic features of tracks in sessions. CoRR (2019)
Dmitry Bogdanov, Alastair Porter, Hendrik Schreiber, Julián Urbano, Sergio Oramas
The AcousticBrainz Genre Dataset: Multi-Source, Multi-Level, Multi-Label, and Large-Scale. ISMIR (2019)
Dmitry Bogdanov, Alastair Porter, Philip Tovstogan, Minz Won
MediaEval 2019: Emotion and Theme Recognition in Music Using Jamendo. MediaEval (2019)
Andres Ferraro, Dmitry Bogdanov, Jisang Yoon, KwangSeob Kim, Xavier Serra
Automatic playlist continuation using a hybrid recommender system combining features from text and audio. CoRR (2019)
Andres Ferraro, Dmitry Bogdanov, Kyumin Choi, Xavier Serra
Using offline metrics and user behavior analysis to combine multiple systems for music recommendation. CoRR (2019)
Sergio Oramas, Dmitry Bogdanov, Alastair Porter
MediaEval 2018 AcousticBrainz Genre Task: A Baseline Combining Deep Feature Embeddings Across Datasets. MediaEval (2018)
Andres Ferraro, Dmitry Bogdanov, Jisang Yoon, KwangSeob Kim, Xavier Serra
Automatic playlist continuation using a hybrid recommender system combining features from text and audio. RecSys Challenge (2018)
Dmitry Bogdanov, Alastair Porter, Julián Urbano, Hendrik Schreiber
The MediaEval 2018 AcousticBrainz Genre Task: Content-based Music Genre Recognition from Multiple Sources. MediaEval (2018)
Dmitry Bogdanov, Alastair Porter, Julián Urbano, Hendrik Schreiber
The MediaEval 2017 AcousticBrainz Genre Task: Content-based Music Genre Recognition from Multiple Sources. MediaEval (2017)
Dmitry Bogdanov, Xavier Serra
Quantifying Music Trends and Facts Using Editorial Metadata from the Discogs Database. ISMIR (2017)
Eduardo Fonseca, Rong Gong, Dmitry Bogdanov, Olga Slizovskaia, Emilia Gómez, Xavier Serra
Acoustic Scene Classification by Ensembling Gradient Boosting Machine and Convolutional Neural Networks. DCASE (2017)
Eduardo Fonseca, Jordi Pons, Xavier Favory, Frederic Font, Dmitry Bogdanov, Andres Ferraro, Sergio Oramas, Alastair Porter, Xavier Serra
Freesound Datasets: A Platform for the Creation of Open Audio Datasets. ISMIR (2017)
Alastair Porter, Dmitry Bogdanov, Xavier Serra
Mining metadata from the web for AcousticBrainz. DLfm (2016)
Dmitry Bogdanov, Alastair Porter, Perfecto Herrera, Xavier Serra
Cross-Collection Evaluation for Music Classification Tasks. ISMIR (2016)
Alastair Porter, Dmitry Bogdanov, Robert Kaye, Roman Tsukanov, Xavier Serra
AcousticBrainz: A Community Platform for Gathering Music Information Obtained from Audio. ISMIR (2015)
Julián Urbano, Dmitry Bogdanov, Perfecto Herrera, Emilia Gómez, Xavier Serra
What is the Effect of Audio Quality on the Robustness of MFCCs and Chroma Features? ISMIR (2014)
Dmitry Bogdanov, Martín Haro, Ferdinand Fuhrmann, Anna Xambó, Emilia Gómez, Perfecto Herrera
Semantic audio content-based music recommendation and visualization based on user preference examples. Inf. Process. Manag. 49 (1) (2013)
Dmitry Bogdanov, Nicolas Wack, Emilia Gómez, Sankalp Gulati, Perfecto Herrera, Oscar Mayor, Gerard Roma, Justin Salamon, José Ricardo Zapata, Xavier Serra
ESSENTIA: an open-source library for sound and music analysis. ACM Multimedia (2013)
Dmitry Bogdanov, Nicolas Wack, Emilia Gómez, Sankalp Gulati, Perfecto Herrera, Oscar Mayor, Gerard Roma, Justin Salamon, José Ricardo Zapata, Xavier Serra
Essentia: An Audio Analysis Library for Music Information Retrieval. ISMIR (2013)
Yi-Hsuan Yang, Dmitry Bogdanov, Perfecto Herrera, Mohamed Sordo
Music retagging using label propagation and robust principal component analysis. WWW (Companion Volume) (2012)
Dmitry Bogdanov, Martín Haro, Ferdinand Fuhrmann, Anna Xambó, Emilia Gómez, Perfecto Herrera
A content-based system for music recommendation and visualization of user preferences working on semantic notions. CBMI (2011)
Dmitry Bogdanov, Joan Serrà, Nicolas Wack, Perfecto Herrera, Xavier Serra
Unifying Low-Level and High-Level Music Similarity Measures. IEEE Trans. Multim. 13 (4) (2011)
Dmitry Bogdanov, Perfecto Herrera
How Much Metadata Do We Need in Music Recommendation? A Subjective Evaluation Using Preference Sets. ISMIR (2011)
Martín Haro, Anna Xambó, Ferdinand Fuhrmann, Dmitry Bogdanov, Emilia Gómez, Perfecto Herrera
: a visualization of musical preferences by means of audio content description. Audio Mostly Conference (2010)
Dmitry Bogdanov, Joan Serrà, Nicolas Wack, Perfecto Herrera
From Low-Level to High-Level: Comparative Study of Music Similarity Measures. ISM (2009)