Publications-ppc
2022 (34)Tamer NC, Ramoneda P, Serra X. Violin etudes: a comprehensive dataset for f0 estimation and performance analysis. In: AA. VVV.. Proceedings 23rd International Society for Music Information Retrieval Conference (ISMIR 2022). 1 ed. Bengaluru: ISMIR; 2022. p. 517-524. |
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Tamer NC, Ramoneda P, Serra X. Violin etudes: a comprehensive dataset for f0 estimation and performance analysis. Spanish Ministerio de Ciencia e Innovación and the Agencia Estatal de Investigación; 2022. |
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Tovstogan P, Serra X, Bogdanov D. Visualization of deep audio embeddings for music exploration and rediscovery. In: Michon R, Pottier L, Orlarey Y (eds.). Proceedings of the SMC 2022 Music technology and design. 1 ed. Saint-Étienne: Université Jean Monnet of Saint-Étienne (CLLA); 2022. p. 493-500. |
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Tovstogan P, Serra X, Bogdanov D. Similarity of nearest-neighbor query results in deep latent spaces. In: Michon R, Pottier L, Orlarey Y (eds.). Proceedings of the SMC 2022 Music technology and design. 1 ed. Saint-Étienne: Université Jean Monnet of Saint-Étienne (CLLA); 2022. p. 287-294. |
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Weck B, Pérez M, Kirchhoff H, Serra X. Matching Text and Audio Embeddings: Exploring Transfer-learning Strategies for Language-based Audio Retrieval. In: Lagrange M, Mesaros AM, Pellegrini T, Richard G, Serizel R, Stowell D (eds.). Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2022). 1 ed. Nancy: Dcase; 2022. p. 206-211. |
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Yesiler F, Miron M, Serrà J, Gómez E. Assessing algorithmic biases for musical version identification. In: K Selcuk Candan. WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining. 1 ed. Association for Computing Machinery, Inc; 2022. p. 1284-1290. |
2021 (48)Blanco AD, Tassani S, Ramirez R. Effects of Visual and Auditory Feedback in Violin and Singing Voice Pitch Matching Tasks. Frontiers in Psychology 2021; 12( ): 1-15. |
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Blanco AD, Tassani S, Ramirez R. Real-Time Sound and Motion Feedback for Violin Bow Technique Learning: A Controlled, Randomized Trial. Frontiers in Psychology 2021; 12( ): 1-15. |
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Bonada J, Blaauw M. Semi-supervised Learning for Singing Synthesis Timbre. In: AA. VV.. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021). 1 ed. arXiv.org; 2021. p. 783-787. |
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Charisi V, Merino L, Escobar M, Caballero F, Gomez R, Gómez E. The effects of robot cognitive reliability and social positioning on child-robot team dynamics. Proceedings IEEE International Conference on Robotics and Automation 2021; ( ): 9439-9445. |
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Correya A, Marcos-Fernández J, Joglar-Ongay L, Alonso-Jiménez P, Serra X, Bogdanov D. Audio and Music Analysis on the Web using Essentia.js. Transactions of the International Society for Music Information Retrieval 2021; 4(1): 167-181. |
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Dalmazzo D, Waddell G, Ramírez R. Applying deep learning techniques to estimate patterns of musical gesture. Frontiers in Psychology 2021; (11). |
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Favory X, Drossos K, Virtanen T, Serra X. Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. In: Androutsos, Dimitri; Plataniotis, Kostas; Zhang, Xiao-Ping. Proceedings of the 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. 2021. p. 596-600. |
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Ferraro A, Bogdanov D, Serra X, Jeon JH, Yoon J. How Low Can You Go? Reducing Frequency and Time Resolution in Current CNN Architectures for Music Auto-tagging. In: Heusdens R, Richard C. Proceedings 28th European Signal Processing Conference (EUSIPCO 2020). 1 ed. Amsterdam: European Association for Signal Processing (EURASIP); 2021. p. 131-135. |
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Ferraro A, Favory X, Drossos K, Kim Y, Bogdanov D. Enriched Music Representations with Multiple Cross-modal Contrastive Learning. IEEE Signal Processing Letters 2021; ( ): 1-6. |
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Ferraro A, Kim Y, Lee S, Kim B, Jo N, Lim S, Lim S, Jang J, Kim S, Serra X, Bogdanov D. Melon Playlist Dataset: A Public Dataset For Audio-Based Playlist Generation And Music Tagging. In: Androutsos, Dimitri; Plataniotis, Kostas; Zhang, Xiao-Ping. Proceedings of the 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. 2021. p. 536-540. |
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Ferraro A, Serra X, Bauer C. What is fair? Exploring the artists' perspective on the fairness of music streaming platforms.. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021; ( ): 562-584. |
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Ferraro A, Serra X, Bauer C. Break the Loop: Gender Imbalance in Music Recommenders. In: Scholer F, Thomas P (eds.). CHIIR '21: Proceedings of the 2021 Conference on Human Information Interaction and Retrieval. 1 ed. New York: Association for Computing Machinery; 2021. p. 249-254. |
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Fonseca E, Jansen A, Ellis DPW, Wisdom S, Tagliasacchi M, Hershey JR, Plakal M, Hershey S, Channing Moore, Serra X. Self-Supervised Learning from Automatically Separated Sound Scenes. In: IEEE Workshop. WASPAA 2021. 1 ed. Nova York: IEEE Workshop; 2021. p. 251-255. |
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Fonseca E, Ortego D, McGuinness K, O'Connor NE, Serra X. Unsupervised Contrastive Learning Of Sound Event Representations. In: Androutsos, Dimitri; Plataniotis, Kostas; Zhang, Xiao-Ping. Proceedings of the 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. 2021. p. 371-375. |