MuRS: 3rd Music Recommender Systems Workshop.

Andres Ferraro Andrés Ferraro Pandora Universitat Pompeu Fabra, Spain https://orcid.org/0000-0003-1236-2503 https://www.wikidata.org/entity/Q130825463 Andres Ferraro Lorenzo Porcaro Christine Bauer 0001 MuRS: 3rd Music Recommender Systems Workshop. 1383-1385 2025 RecSys https://doi.org/10.1145/3705328.3748000 conf/recsys/2025 db/conf/recsys/recsys2025.html#FerraroP025 Andres Ferraro Lorenzo Porcaro Christine Bauer 0001 Proceedings of the 3rd Music Recommender Systems Workshop (MuRS 2025) co-located with the 19th ACM Conference on Recommender Systems (RecSys 2025), Prague, Czech Republic, September 22, 2025. MuRS@RecSys CEUR-WS.org 2025 CEUR Workshop Proceedings 4045 https://ceur-ws.org/Vol-4045 https://nbn-resolving.org/urn:nbn:de:0074-4045-X db/conf/murs/murs2025.html

Lien Michiels Robin Verachtert Andres Ferraro Kim Falk Bart Goethals A Framework and Toolkit for Testing the Correctness of Recommendation Algorithms. 4:1-4:45 2024 March 2 Trans. Recomm. Syst. 1 https://doi.org/10.1145/3591109 db/journals/tors/tors2.html#MichielsVFFG24

Andres Ferraro Gustavo Ferreira Fernando Diaz 0001 Georgina Born Measuring Commonality in Recommendation of Cultural Content to Strengthen Cultural Citizenship. 10:1-10:32 2024 March 2 Trans. Recomm. Syst. 1 https://doi.org/10.1145/3643138 https://www.wikidata.org/entity/Q128877770 db/journals/tors/tors2.html#FerraroFDB24

Sergio Oramas Andres Ferraro Álvaro Sarasúa Fabien Gouyon Talking to Your Recs: Multimodal Embeddings For Recommendation and Retrieval. 2024 MuRS@RecSys https://ceur-ws.org/Vol-3787/paper6.pdf conf/murs/2024 db/conf/murs/murs2024.html#OramasFSG24 Andres Ferraro Michael D. Ekstrand Christine Bauer 0001 It's Not You, It's Me: The Impact of Choice Models and Ranking Strategies on Gender Imbalance in Music Recommendation. 884-889 2024 RecSys https://doi.org/10.1145/3640457.3688163 conf/recsys/2024 db/conf/recsys/recsys2024.html#FerraroE024 Andres Ferraro Lorenzo Porcaro Peter Knees Christine Bauer 0001 MuRS 2024: 2nd Music Recommender Systems Workshop. 1202-1205 2024 RecSys https://doi.org/10.1145/3640457.3687097 conf/recsys/2024 db/conf/recsys/recsys2024.html#FerraroPK024 Andres Ferraro Lorenzo Porcaro Peter Knees Christine Bauer 0001 Proceedings of the 2nd Music Recommender Systems Workshop 2024 co-located with the 18th ACM Conference on Recommender Systems (RecSys 2024), Bari, Italy, October 14, 2024. MuRS@RecSys CEUR-WS.org 2024 CEUR Workshop Proceedings 3787 https://ceur-ws.org/Vol-3787 https://nbn-resolving.org/urn:nbn:de:0074-3787-1 db/conf/murs/murs2024.html

Andres Ferraro Michael D. Ekstrand Christine Bauer 0001 It's Not You, It's Me: The Impact of Choice Models and Ranking Strategies on Gender Imbalance in Music Recommendation. 2024 abs/2409.03781 CoRR https://doi.org/10.48550/arXiv.2409.03781 db/journals/corr/corr2409.html#abs-2409-03781 streams/journals/corr

Andres Ferraro Jaehun Kim Sergio Oramas Andreas F. Ehmann Fabien Gouyon Contrastive Learning for Cross-Modal Artist Retrieval. 375-382 2023 ISMIR https://doi.org/10.5281/zenodo.10265303 conf/ismir/2023 db/conf/ismir/ismir2023.html#FerraroKOEG23 Andres Ferraro Peter Knees Massimo Quadrana Tao Ye 0001 Fabien Gouyon MuRS: Music Recommender Systems Workshop. 1227-1230 2023 RecSys https://doi.org/10.1145/3604915.3608750 conf/recsys/2023 db/conf/recsys/recsys2023.html#FerraroKQYG23

Andres Ferraro Gustavo Ferreira Fernando Diaz 0001 Georgina Born Commonality in Recommender Systems: Evaluating Recommender Systems to Enhance Cultural Citizenship. 2023 abs/2302.11360 CoRR https://doi.org/10.48550/arXiv.2302.11360 db/journals/corr/corr2302.html#abs-2302-11360

Andres Ferraro Jaehun Kim Sergio Oramas Andreas F. Ehmann Fabien Gouyon Contrastive Learning for Cross-modal Artist Retrieval. 2023 abs/2308.06556 CoRR https://doi.org/10.48550/arXiv.2308.06556 db/journals/corr/corr2308.html#abs-2308-06556

Sara Latifi Dietmar Jannach Andrés Ferraro Sequential recommendation: A study on transformers, nearest neighbors and sampled metrics. 660-678 2022 609 Inf. Sci. https://doi.org/10.1016/j.ins.2022.07.079 db/journals/isci/isci609.html#LatifiJF22

Andres Ferraro Gustavo Ferreira Fernando Diaz 0001 Georgina Born Measuring Commonality in Recommendation of Cultural Content: Recommender Systems to Enhance Cultural Citizenship. 567-572 2022 RecSys https://doi.org/10.1145/3523227.3551476 https://www.wikidata.org/entity/Q130848528 conf/recsys/2022 db/conf/recsys/recsys2022.html#FerraroF0B22 Peter Knees Andres Ferraro Moritz Hubler Bias and Feedback Loops in Music Recommendation: Studies on Record Label Impact. 2022 MORS@RecSys https://ceur-ws.org/Vol-3268/paper6.pdf conf/recsys/2022mors db/conf/recsys/mors2022.html#KneesFH22 Fernando Diaz 0001 Andres Ferraro Offline Retrieval Evaluation Without Evaluation Metrics. 599-609 2022 SIGIR https://doi.org/10.1145/3477495.3532033 conf/sigir/2022 db/conf/sigir/sigir2022.html#0001F22

Fernando Diaz 0001 Andres Ferraro Offline Retrieval Evaluation Without Evaluation Metrics. 2022 abs/2204.11400 CoRR https://doi.org/10.48550/arXiv.2204.11400 db/journals/corr/corr2204.html#abs-2204-11400

Andrés Ferraro Music recommender systems: taking into account the artists' perspective. Pompeu Fabra University, Spain 2021 http://hdl.handle.net/10803/672852

Andres Ferraro Xavier Favory Konstantinos Drossos Yuntae Kim Dmitry Bogdanov Enriched Music Representations With Multiple Cross-Modal Contrastive Learning. 733-737 2021 28 IEEE Signal Process. Lett. https://doi.org/10.1109/LSP.2021.3071082 db/journals/spl/spl28.html#FerraroFDKB21

Stephann Makri Dana McKay George Buchanan 0001 Shanton Chang Dirk Lewandowski Andrew MacFarlane 0001 Lynne Cole Sanne Vrijenhoek Andrés Ferraro Search a Great Leveler? Ensuring More Equitable Information Acquisition. 613-618 2021 ASIST https://doi.org/10.1002/pra2.511 conf/asist/2021 db/conf/asist/asist2021.html#MakriMBCLMCVF21 Andres Ferraro Xavier Serra Christine Bauer 0001 Break the Loop: Gender Imbalance in Music Recommenders. 249-254 2021 CHIIR https://doi.org/10.1145/3406522.3446033 conf/chiir/2021 db/conf/chiir/chiir2021.html#FerraroSB21 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. 536-540 2021 ICASSP https://doi.org/10.1109/ICASSP39728.2021.9413552 conf/icassp/2021 db/conf/icassp/icassp2021.html#FerraroKLKJLLJK21 Andres Ferraro Xavier Serra Christine Bauer 0001 What Is Fair? Exploring the Artists' Perspective on the Fairness of Music Streaming Platforms. 562-584 2021 INTERACT (2) https://doi.org/10.1007/978-3-030-85616-8_33 conf/interact/2021-2 db/conf/interact/interact2021-2.html#FerraroSB21

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. 2021 abs/2102.00201 CoRR https://arxiv.org/abs/2102.00201 db/journals/corr/corr2102.html#abs-2102-00201

Andres Ferraro Xavier Favory Konstantinos Drossos Yuntae Kim Dmitry Bogdanov Enriched Music Representations with Multiple Cross-modal Contrastive Learning. 2021 abs/2104.00437 CoRR https://arxiv.org/abs/2104.00437 db/journals/corr/corr2104.html#abs-2104-00437

Andres Ferraro Xavier Serra Christine Bauer 0001 What is fair? Exploring the artists' perspective on the fairness of music streaming platforms. 2021 abs/2106.02415 CoRR https://arxiv.org/abs/2106.02415 db/journals/corr/corr2106.html#abs-2106-02415

Eduardo Fonseca Andres Ferraro Xavier Serra Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks. 2021 abs/2107.00623 CoRR https://arxiv.org/abs/2107.00623 db/journals/corr/corr2107.html#abs-2107-00623

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. 131-135 2020 EUSIPCO https://doi.org/10.23919/Eusipco47968.2020.9287769 conf/eusipco/2020 db/conf/eusipco/eusipco2020.html#FerraroBSJY20 Andres Ferraro Dietmar Jannach Xavier Serra Exploring Longitudinal Effects of Session-based Recommendations. 474-479 2020 RecSys https://doi.org/10.1145/3383313.3412213 conf/recsys/2020 db/conf/recsys/recsys2020.html#FerraroJS20 Andres Ferraro Sergio Oramas Massimo Quadrana Xavier Serra Maximizing the Engagement: Exploring New Signals of Implicit Feedback in Music Recommendations. 2020 ComplexRec-ImpactRS@RecSys https://ceur-ws.org/Vol-2697/paper4_impactrs.pdf conf/recsys/2020ci db/conf/recsys/ci2020.html#FerraroOQS20 Andres Ferraro Lorenzo Porcaro Xavier Serra Balancing Exposure and Relevance in Academic Search. 2020 TREC https://trec.nist.gov/pubs/trec29/papers/MTG.FR.pdf conf/trec/2020 db/conf/trec/trec2020.html#FerraroPS20

Minz Won Andres Ferraro Dmitry Bogdanov Xavier Serra Evaluation of CNN-based Automatic Music Tagging Models. 2020 abs/2006.00751 CoRR https://arxiv.org/abs/2006.00751 db/journals/corr/corr2006.html#abs-2006-00751

Andres Ferraro Dietmar Jannach Xavier Serra Exploring Longitudinal Effects of Session-based Recommendations. 2020 abs/2008.07226 CoRR https://arxiv.org/abs/2008.07226 db/journals/corr/corr2008.html#abs-2008-07226

Andres Ferraro Music cold-start and long-tail recommendation: bias in deep representations. 586-590 2019 RecSys https://doi.org/10.1145/3298689.3347052 conf/recsys/2019 db/conf/recsys/recsys2019.html#Ferraro19

Andres Ferraro Dmitry Bogdanov Jisang Yoon KwangSeob Kim Xavier Serra Automatic playlist continuation using a hybrid recommender system combining features from text and audio. 2019 abs/1901.00450 CoRR http://arxiv.org/abs/1901.00450 db/journals/corr/corr1901.html#abs-1901-00450

Andres Ferraro Dmitry Bogdanov Kyumin Choi Xavier Serra Using offline metrics and user behavior analysis to combine multiple systems for music recommendation. 2019 abs/1901.02296 CoRR http://arxiv.org/abs/1901.02296 db/journals/corr/corr1901.html#abs-1901-02296

Andrés Ferraro Dmitry Bogdanov Xavier Serra Skip prediction using boosting trees based on acoustic features of tracks in sessions. 2019 abs/1903.11833 CoRR http://arxiv.org/abs/1903.11833 db/journals/corr/corr1903.html#abs-1903-11833

Andres Ferraro Kjell Lemström On large-scale genre classification in symbolically encoded music by automatic identification of repeating patterns. 2019 abs/1910.09242 CoRR http://arxiv.org/abs/1910.09242 db/journals/corr/corr1910.html#abs-1910-09242

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. 2019 abs/1911.04824 CoRR http://arxiv.org/abs/1911.04824 db/journals/corr/corr1911.html#abs-1911-04824

Andres Ferraro Dmitry Bogdanov Xavier Serra Jason Yoon Artist and style exposure bias in collaborative filtering based music recommendations. 2019 abs/1911.04827 CoRR http://arxiv.org/abs/1911.04827 db/journals/corr/corr1911.html#abs-1911-04827

Andres Ferraro Kjell Lemström On large-scale genre classification in symbolically encoded music by automatic identification of repeating patterns. 34-37 2018 DLfm https://doi.org/10.1145/3273024.3273035 https://www.wikidata.org/entity/Q131130481 conf/dlfm/2018 db/conf/dlfm/dlfm2018.html#FerraroL18 Andres Ferraro Dmitry Bogdanov Jisang Yoon KwangSeob Kim Xavier Serra Automatic playlist continuation using a hybrid recommender system combining features from text and audio. 2:1-2:5 2018 RecSys Challenge https://doi.org/10.1145/3267471.3267473 conf/recsys/2018challenge db/conf/recsys/challenge2018.html#FerraroBYKS18 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. 486-493 2017 ISMIR conf/ismir/2017 db/conf/ismir/ismir2017.html#FonsecaPFFBFOPS17 https://ismir2017.smcnus.org/wp-content/uploads/2017/10/161_Paper.pdf Christine Bauer 0001 Dmitry Bogdanov Georgina Born George Buchanan 0001 Shanton Chang Kyumin Choi Lynne Cole Fernando Diaz 0001 Konstantinos Drossos Andreas F. Ehmann Michael D. Ekstrand Kim Falk Xavier Favory Gustavo Ferreira Eduardo Fonseca Frederic Font Bart Goethals Fabien Gouyon Moritz Hubler Jungtaek Jang Dietmar Jannach Jay Ho Jeon Namjun Jo Biho Kim Jaehun Kim KwangSeob Kim Sehwan Kim Yuntae Kim Peter Knees Sara Latifi Soohyeon Lee Kjell Lemström Dirk Lewandowski Semi Lim Suyon Lim Andrew MacFarlane 0001 Stephann Makri Dana McKay Lien Michiels Sergio Oramas Jordi Pons Lorenzo Porcaro Alastair Porter Massimo Quadrana Álvaro Sarasúa Xavier Serra Robin Verachtert Sanne Vrijenhoek Minz Won Tao Ye 0001 Jason Yoon Jisang Yoon