- 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 - Guillem Cortes, Alex Ciurana, Emilio Molina, Marius Miron, Owen Meyers, Joren Six, Xavier Serra:
BAF: An audio fingerprinting dataset for broadcast monitoring. ISMIR 2022: 908-916 - Alia Morsi, Xavier Serra:
Bottlenecks and solutions for audio to score alignment research. ISMIR 2022: 272-279 - Thomas Nuttall, Genís Plaja-Roglans, Lara Pearson, Xavier Serra:
In Search of Sañc?ras: Tradition-informed Repeated Melodic Pattern Recognition in Carnatic Music. ISMIR 2022: 337-344 - Genís Plaja-Roglans, Marius Miron, Xavier Serra:
A diffusion-inspired training strategy for singing voice extraction in the waveform domain. ISMIR 2022: 685-693 - Nazif Can Tamer, Pedro Ramoneda, Xavier Serra:
Violin Etudes: A Comprehensive Dataset for f0 Estimation and Performance Analysis. ISMIR 2022: 517-524 - Pedro Ramoneda, Dasaem Jeong, Eita Nakamura, Xavier Serra, Marius Miron:
Automatic Piano Fingering from Partially Annotated Scores using Autoregressive Neural Networks. ACM Multimedia 2022: 6502-6510 - Preeti Rao, Hema A. Murthy, Ajay Srinivasamurthy, Rachel M. Bittner, Rafael Caro Repetto, Masataka Goto, Xavier Serra, Marius Miron:
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022. 2022, ISBN 978-1-7327299-2-6 [contents] - Pedro Ramoneda, Nazif Can Tamer, Vsevolod Eremenko, Xavier Serra, Marius Miron:
Score difficulty analysis for piano performance education based on fingering. CoRR abs/2203.13010 (2022) - Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra:
Multilabel Prototype Generation for Data Reduction in k-Nearest Neighbour classification. CoRR abs/2207.10947 (2022) - Benno Weck, Miguel Pérez Fernández, Holger Kirchhoff, Xavier Serra:
Matching Text and Audio Embeddings: Exploring Transfer-learning Strategies for Language-based Audio Retrieval. CoRR abs/2210.02833 (2022) - Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes:
FlowGrad: Using Motion for Visual Sound Source Localization. CoRR abs/2211.08367 (2022) - 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, Xavier Serra, Christine Bauer:
Break the Loop: Gender Imbalance in Music Recommenders. CHIIR 2021: 249-254 - Jyoti Narang, Marius Miron, Xavier Lizarraga-Seijas, Xavier Serra:
Analysis of Musical Dynamics in Vocal Performances. CMMR 2021: 301-311 - Thomas Nuttall, Genís Plaja-Roglans, Lara Pearson, Xavier Serra:
The Matrix Profile for Motif Discovery in Audio - An Example Application in Carnatic Music. CMMR 2021: 228-237 - Benno Weck, Xavier Favory, Konstantinos Drossos, Xavier Serra:
Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. DCASE 2021: 60-64 - Pablo Zinemanas, Martín Rocamora, Eduardo Fonseca, Frederic Font, Xavier Serra:
Toward Interpretable Polyphonic Sound Event Detection with Attention Maps Based on Local Prototypes. DCASE 2021: 50-54 - Pritish Chandna, António Ramires, Xavier Serra, Emilia Gómez:
Loopnet: Musical Loop Synthesis Conditioned on Intuitive Musical Parameters. ICASSP 2021: 3395-3399 - Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra:
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. ICASSP 2021: 596-600 - 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 - Eduardo Fonseca, Diego Ortego, Kevin McGuinness, Noel E. O'Connor, Xavier Serra:
Unsupervised Contrastive Learning of Sound Event Representations. ICASSP 2021: 371-375 - Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra:
Multimodal Metric Learning for Tag-Based Music Retrieval. ICASSP 2021: 591-595 - Andres Ferraro, Xavier Serra, Christine Bauer:
What Is Fair? Exploring the Artists' Perspective on the Fairness of Music Streaming Platforms. INTERACT (2) 2021: 562-584 - Minz Won, Keunwoo Choi, Xavier Serra:
Semi-supervised Music Tagging Transformer. ISMIR 2021: 769-776 - Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore, Xavier Serra:
Emotion Embedding Spaces for Matching Music to Stories. ISMIR 2021: 777-785 - Eduardo Fonseca, Aren Jansen, Daniel P. W. Ellis, Scott Wisdom, Marco Tagliasacchi, John R. Hershey, Manoj Plakal, Shawn Hershey, R. Channing Moore, Xavier Serra:
Self-Supervised Learning from Automatically Separated Sound Scenes. WASPAA 2021: 251-255 - 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) - Eduardo Fonseca, Aren Jansen, Daniel P. W. Ellis, Scott Wisdom, Marco Tagliasacchi, John R. Hershey, Manoj Plakal, Shawn Hershey, R. Channing Moore, Xavier Serra:
Self-Supervised Learning from Automatically Separated Sound Scenes. CoRR abs/2105.02132 (2021)