Dmitry Bogdanov

According to our database1, Dmitry Bogdanov authored at least 34 papers between 2009 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2021
Enriched Music Representations With Multiple Cross-Modal Contrastive Learning.
IEEE Signal Process. Lett., 2021

Melon Playlist Dataset: A Public Dataset for Audio-Based Playlist Generation and Music Tagging.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Evaluation of CNN-based Automatic Music Tagging Models.
CoRR, 2020

MediaEval 2020: Emotion and Theme Recognition in Music Using Jamendo.
Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020

The Freesound Loop Dataset and Annotation Tool.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Essentia.js: A JavaScript Library for Music and Audio Analysis on the Web.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Tensorflow Audio Models in Essentia.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

How Low Can You Go? Reducing Frequency and Time Resolution in Current CNN Architectures for Music Auto-tagging.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Artist and style exposure bias in collaborative filtering based music recommendations.
CoRR, 2019

Music Auto-tagging Using CNNs and Mel-spectrograms With Reduced Frequency and Time Resolution.
CoRR, 2019

Skip prediction using boosting trees based on acoustic features of tracks in sessions.
CoRR, 2019

Using offline metrics and user behavior analysis to combine multiple systems for music recommendation.
CoRR, 2019

MediaEval 2019: Emotion and Theme Recognition in Music Using Jamendo.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

The AcousticBrainz Genre Dataset: Multi-Source, Multi-Level, Multi-Label, and Large-Scale.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

2018
Automatic playlist continuation using a hybrid recommender system combining features from text and audio.
Proceedings of the ACM Recommender Systems Challenge, 2018

MediaEval 2018 AcousticBrainz Genre Task: A Baseline Combining Deep Feature Embeddings Across Datasets.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

The MediaEval 2018 AcousticBrainz Genre Task: Content-based Music Genre Recognition from Multiple Sources.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

2017
The MediaEval 2017 AcousticBrainz Genre Task: Content-based Music Genre Recognition from Multiple Sources.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Freesound Datasets: A Platform for the Creation of Open Audio Datasets.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Quantifying Music Trends and Facts Using Editorial Metadata from the Discogs Database.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

2016
Cross-Collection Evaluation for Music Classification Tasks.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Mining metadata from the web for AcousticBrainz.
Proceedings of the 3rd International workshop on Digital Libraries for Musicology, 2016

2015
Music Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2015

AcousticBrainz: A Community Platform for Gathering Music Information Obtained from Audio.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

2014
What is the Effect of Audio Quality on the Robustness of MFCCs and Chroma Features?
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

2013
Semantic audio content-based music recommendation and visualization based on user preference examples.
Inf. Process. Manag., 2013

ESSENTIA: an open-source library for sound and music analysis.
Proceedings of the ACM Multimedia Conference, 2013

Essentia: An Audio Analysis Library for Music Information Retrieval.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

2012
Music retagging using label propagation and robust principal component analysis.
Proceedings of the 21st World Wide Web Conference, 2012

2011
Unifying Low-Level and High-Level Music Similarity Measures.
IEEE Trans. Multim., 2011

How Much Metadata Do We Need in Music Recommendation? A Subjective Evaluation Using Preference Sets.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

A content-based system for music recommendation and visualization of user preferences working on semantic notions.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011

2010
The <i>Musical Avatar</i>: a visualization of musical preferences by means of audio content description.
Proceedings of the AM '10, 2010

2009
From Low-Level to High-Level: Comparative Study of Music Similarity Measures.
Proceedings of the 11th IEEE International Symposium on Multimedia, 2009


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