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Publication search results
found 56 matches
- 2024
- 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 abs/2402.09318 (2024) - 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: 1-5 - Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov:
Efficient Supervised Training of Audio Transformers for Music Representation Learning. ISMIR 2023: 824-831 - 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 abs/2304.12257 (2023) - Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov:
Efficient Supervised Training of Audio Transformers for Music Representation Learning. CoRR abs/2309.16418 (2023) - 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 abs/2311.10057 (2023) - Christos Plachouras, Pablo Alonso-Jiménez, Dmitry Bogdanov:
mir_ref: A Representation Evaluation Framework for Music Information Retrieval Tasks. CoRR abs/2312.05994 (2023) - 2022
- Morgan Buisson, Pablo Alonso-Jiménez, Dmitry Bogdanov:
Ambiguity Modelling with Label Distribution Learning for Music Classification. ICASSP 2022: 611-615 - Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov:
Music Representation Learning Based on Editorial Metadata from Discogs. ISMIR 2022: 825-833 - 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: 650-658 - Markus Schedl, Peter Knees, Brian McFee, Dmitry Bogdanov:
Music Recommendation Systems: Techniques, Use Cases, and Challenges. Recommender Systems Handbook 2022: 927-971 - 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: 733-737 (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): 167-181 (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: 536-540 - Philip Tovstogan, Dmitry Bogdanov, Alastair Porter:
MediaEval 2021: Emotion and Theme Recognition in Music Using Jamendo. MediaEval 2021 - 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:
Working Notes Proceedings of the MediaEval 2020 Workshop, Online, 14-15 December 2020. CEUR Workshop Proceedings 2882, CEUR-WS.org 2021 [contents] - 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 abs/2102.00201 (2021) - Andres Ferraro, Xavier Favory, Konstantinos Drossos, Yuntae Kim, Dmitry Bogdanov:
Enriched Music Representations with Multiple Cross-modal Contrastive Learning. CoRR abs/2104.00437 (2021) - 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: 131-135 - Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra:
Tensorflow Audio Models in Essentia. ICASSP 2020: 266-270 - 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: 605-612 - 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: 287-294 - 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. CoRR abs/2003.07393 (2020) - Minz Won, Andres Ferraro, Dmitry Bogdanov, Xavier Serra:
Evaluation of CNN-based Automatic Music Tagging Models. CoRR abs/2006.00751 (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 abs/2008.11507 (2020) - 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: 360-367 - 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 abs/1901.00450 (2019) - Andres Ferraro, Dmitry Bogdanov, Kyumin Choi, Xavier Serra:
Using offline metrics and user behavior analysis to combine multiple systems for music recommendation. CoRR abs/1901.02296 (2019)
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