Xavier Serra

ORCID

Publication Activity (10 Years)

Years Active: 1986-2024
Publications (10 Years): 197

Top Venues

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Thomas Nuttall, Xavier Serra, Lara Pearson
Svara-forms and coarticulation in Carnatic music: an investigation using deep clustering. DLfM (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 (2024)
Pedro Ramoneda, Minhee Lee, Dasaem Jeong, Jose J. Valero-Mas, Xavier Serra
Can Audio Reveal Music Performance Difficulty? Insights from the Piano Syllabus Dataset. CoRR (2024)
Roser Batlle-Roca, Wei-Hsiang Liao, Xavier Serra, Yuki Mitsufuji, Emilia Gómez
Towards Assessing Data Replication in Music Generation with Music Similarity Metrics on Raw Audio. CoRR (2024)
Pedro Ramoneda, Dasaem Jeong, Vsevolod Eremenko, Nazif Can Tamer, Marius Miron, Xavier Serra
Combining piano performance dimensions for score difficulty classification. Expert Syst. Appl. 238 (Part B) (2024)
Benno Weck, Holger Kirchhoff, Peter Grosche, Xavier Serra
WikiMuTe: A Web-Sourced Dataset of Semantic Descriptions for Music Audio. MMM (5) (2024)
Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
Efficient Supervised Training of Audio Transformers for Music Representation Learning. ISMIR (2023)
Pedro Ramoneda, Jose J. Valero-Mas, Dasaem Jeong, Xavier Serra
Predicting Performance Difficulty From Piano Sheet Music Images. ISMIR (2023)
Jyoti Narang, Viviana De La Vega, Xavier Lizarraga-Seijas, Oscar Mayor, Hector Parra, Jordi Janer, Xavier Serra
ChoralSynth: Synthetic Dataset of Choral Singing. CoRR (2023)
Enric Gusó, Joanna Luberadzka, Martí Baig, Umut Sayin Saraç, Xavier Serra
An Objective Evaluation of Hearing AIDS and DNN-Based Binaural Speech Enhancement in Complex Acoustic Scenes. WASPAA (2023)
Nazif Can Tamer, Yigitcan Özer, Meinard Müller, Xavier Serra
TAPE: An End-to-End Timbre-Aware Pitch Estimator. ICASSP (2023)
Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes
Flowgrad: Using Motion for Visual Sound Source Localization. ICASSP (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. CoRR (2023)
Pedro Ramoneda, Jose J. Valero-Mas, Dasaem Jeong, Xavier Serra
Predicting performance difficulty from piano sheet music images. CoRR (2023)
Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra
Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification. Pattern Recognit. 135 (2023)
Nazif Can Tamer, Yigitcan Özer, Meinard Müller, Xavier Serra
High-Resolution Violin Transcription Using Weak Labels. ISMIR (2023)
Miguel Pérez Fernández, Holger Kirchhoff, Xavier Serra
TriAD: Capturing Harmonics With 3D Convolutions. ISMIR (2023)
Benno Weck, Xavier Serra
Data leakage in cross-modal retrieval training: A case study. CoRR (2023)
Genís Plaja-Roglans, Thomas Nuttall, Lara Pearson, Xavier Serra, Marius Miron
Repertoire-Specific Vocal Pitch Data Generation for Improved Melodic Analysis of Carnatic Music. Trans. Int. Soc. Music. Inf. Retr. 6 (1) (2023)
Genís Plaja-Roglans, Marius Miron, Adithi Shankar, Xavier Serra
Carnatic Singing Voice Separation Using Cold Diffusion on Training Data With Bleeding. ISMIR (2023)
Benno Weck, Holger Kirchhoff, Peter Grosche, Xavier Serra
WikiMuTe: A web-sourced dataset of semantic descriptions for music audio. CoRR (2023)
Benno Weck, Xavier Serra
Data Leakage in Cross-Modal Retrieval Training: A Case Study. ICASSP (2023)
Alia Morsi, Kana Tatsumi, Akira Maezawa, Takuya Fujishima, Xavier Serra
Sounds Out of Pläce? Score-Independent Detection of Conspicuous Mistakes in Piano Performances. ISMIR (2023)
Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
Efficient Supervised Training of Audio Transformers for Music Representation Learning. CoRR (2023)
Enric Gusó, Joanna Luberadzka, Martí Baig, Umut Sayin Saraç, Xavier Serra
An objective evaluation of Hearing Aids and DNN-based speech enhancement in complex acoustic scenes. CoRR (2023)
Pedro Ramoneda, Dasaem Jeong, Vsevolod Eremenko, Nazif Can Tamer, Marius Miron, Xavier Serra
Combining piano performance dimensions for score difficulty classification. CoRR (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)
Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
Music Representation Learning Based on Editorial Metadata from Discogs. ISMIR (2022)
Pedro Ramoneda, Dasaem Jeong, Eita Nakamura, Xavier Serra, Marius Miron
Automatic Piano Fingering from Partially Annotated Scores using Autoregressive Neural Networks. ACM Multimedia (2022)
Benno Weck, Miguel Pérez Fernández, Holger Kirchhoff, Xavier Serra
Matching Text and Audio Embeddings: Exploring Transfer-Learning Strategies for Language-Based Audio Retrieval. DCASE (2022)
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)
Magdalena Fuentes, Bea Steers, Pablo Zinemanas, Martín Rocamora, Luca Bondi, Julia Wilkins, Qianyi Shi, Yao Hou, Samarjit Das, Xavier Serra, Juan Pablo Bello
Urban Sound & Sight: Dataset And Benchmark For Audio-Visual Urban Scene Understanding. ICASSP (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 (2022)
Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes
FlowGrad: Using Motion for Visual Sound Source Localization. CoRR (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 (2022)
Genís Plaja-Roglans, Marius Miron, Xavier Serra
A diffusion-inspired training strategy for singing voice extraction in the waveform domain. ISMIR (2022)
Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra
FSD50K: An Open Dataset of Human-Labeled Sound Events. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
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)
Alia Morsi, Xavier Serra
Bottlenecks and solutions for audio to score alignment research. ISMIR (2022)
Pedro Ramoneda, Nazif Can Tamer, Vsevolod Eremenko, Xavier Serra, Marius Miron
Score Difficulty Analysis for Piano Performance Education based on Fingering. ICASSP (2022)
Hyon Kim, Pedro Ramoneda, Marius Miron, Xavier Serra
An Overview of Automatic Piano Performance Assessment within the Music Education Context. CSEDU (1) (2022)
Nazif Can Tamer, Pedro Ramoneda, Xavier Serra
Violin Etudes: A Comprehensive Dataset for f0 Estimation and Performance Analysis. ISMIR (2022)
Pedro Ramoneda, Nazif Can Tamer, Vsevolod Eremenko, Xavier Serra, Marius Miron
Score difficulty analysis for piano performance education based on fingering. CoRR (2022)
Guillem Cortes, Alex Ciurana, Emilio Molina, Marius Miron, Owen Meyers, Joren Six, Xavier Serra
BAF: An audio fingerprinting dataset for broadcast monitoring. ISMIR (2022)
Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore, Xavier Serra
Emotion Embedding Spaces for Matching Music to Stories. ISMIR (2021)
Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. ICASSP (2021)
Minz Won, Keunwoo Choi, Xavier Serra
Semi-Supervised Music Tagging Transformer. CoRR (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. CoRR (2021)
Pritish Chandna, António Ramires, Xavier Serra, Emilia Gómez
Loopnet: Musical Loop Synthesis Conditioned on Intuitive Musical Parameters. ICASSP (2021)
Pritish Chandna, António Ramires, Xavier Serra, Emilia Gómez
LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical Parameters. CoRR (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) (2021)
Eduardo Fonseca, Andres Ferraro, Xavier Serra
Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks. CoRR (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 (2021)
Andres Ferraro, Xavier Serra, Christine Bauer
Break the Loop: Gender Imbalance in Music Recommenders. CHIIR (2021)
Jyoti Narang, Marius Miron, Xavier Lizarraga-Seijas, Xavier Serra
Analysis of Musical Dynamics in Vocal Performances. CMMR (2021)
Andres Ferraro, Xavier Serra, Christine Bauer
What Is Fair? Exploring the Artists' Perspective on the Fairness of Music Streaming Platforms. INTERACT (2) (2021)
Eduardo Fonseca, Diego Ortego, Kevin McGuinness, Noel E. O'Connor, Xavier Serra
Unsupervised Contrastive Learning of Sound Event Representations. ICASSP (2021)
Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra
Multimodal Metric Learning for Tag-Based Music Retrieval. ICASSP (2021)
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)
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)
Pedro Ramoneda, Marius Miron, Xavier Serra
Piano Fingering with Reinforcement Learning. CoRR (2021)
Benno Weck, Xavier Favory, Konstantinos Drossos, Xavier Serra
Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. CoRR (2021)
Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore, Xavier Serra
Emotion Embedding Spaces for Matching Music to Stories. CoRR (2021)
Benno Weck, Xavier Favory, Konstantinos Drossos, Xavier Serra
Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. DCASE (2021)
Minz Won, Keunwoo Choi, Xavier Serra
Semi-supervised Music Tagging Transformer. ISMIR (2021)
Andres Ferraro, Xavier Serra, Christine Bauer
What is fair? Exploring the artists' perspective on the fairness of music streaming platforms. CoRR (2021)
Magdalena Fuentes, Justin Salamon, Pablo Zinemanas, Martín Rocamora, Genís Paja, Irán R. Román, Rachel M. Bittner, Marius Miron, Xavier Serra, Juan Pablo Bello
Soundata: A Python library for reproducible use of audio datasets. CoRR (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. WASPAA (2021)
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)
Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. CoRR (2020)
António Ramires, Pritish Chandna, Xavier Favory, Emilia Gómez, Xavier Serra
Neural Percussive Synthesis Parameterised by High-Level Timbral Features. ICASSP (2020)
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)
Minz Won, Sanghyuk Chun, Oriol Nieto, Xavier Serra
Data-Driven Harmonic Filters for Audio Representation Learning. ICASSP (2020)
Vsevolod Eremenko, Alia Morsi, Jyoti Narang, Xavier Serra
Performance Assessment Technologies for the Support of Musical Instrument Learning. CSEDU (1) (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)
Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra
TensorFlow Audio Models in Essentia. CoRR (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 (2020)
Pablo Zinemanas, Ignacio Hounie, Pablo Cancela, Frederic Font, Martín Rocamora, Xavier Serra
DCASE-Models: A Python Library for Computational Environmental Sound Analysis using Deep-Learning Models. DCASE (2020)
António Ramires, Gilberto Bernardes, Matthew E. P. Davies, Xavier Serra
TIV.lib: an open-source library for the tonal description of musical audio. CoRR (2020)
Eduardo Fonseca, Shawn Hershey, Manoj Plakal, Daniel P. W. Ellis, Aren Jansen, R. Channing Moore, Xavier Serra
Addressing Missing Labels in Large-scale Sound Event Recognition using a Teacher-student Framework with Loss Masking. CoRR (2020)
Eduardo Fonseca, Diego Ortego, Kevin McGuinness, Noel E. O'Connor, Xavier Serra
Unsupervised Contrastive Learning of Sound Event Representations. CoRR (2020)
Minz Won, Andres Ferraro, Dmitry Bogdanov, Xavier Serra
Evaluation of CNN-based Automatic Music Tagging Models. CoRR (2020)
Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra
FSD50K: an Open Dataset of Human-Labeled Sound Events. CoRR (2020)
Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra
Tensorflow Audio Models in Essentia. ICASSP (2020)
Xavier Favory, Frederic Font, Xavier Serra
Search Result Clustering in Collaborative Sound Collections. CoRR (2020)
Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations. CoRR (2020)
Andres Ferraro, Sergio Oramas, Massimo Quadrana, Xavier Serra
Maximizing the Engagement: Exploring New Signals of Implicit Feedback in Music Recommendations. ComplexRec-ImpactRS@RecSys (2020)
Andres Ferraro, Lorenzo Porcaro, Xavier Serra
Balancing Exposure and Relevance in Academic Search. TREC (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. ISMIR (2020)
Andres Ferraro, Dietmar Jannach, Xavier Serra
Exploring Longitudinal Effects of Session-based Recommendations. RecSys (2020)
Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra
Multimodal Metric Learning for Tag-based Music Retrieval. CoRR (2020)
Andres Ferraro, Dietmar Jannach, Xavier Serra
Exploring Longitudinal Effects of Session-based Recommendations. CoRR (2020)
Xavier Favory, Frederic Font, Xavier Serra
Search Result Clustering in Collaborative Sound Collections. ICMR (2020)
Andres Perez-Lopez, Eduardo Fonseca, Xavier Serra
A hybrid parametric-deep learning approach for sound event localization and detection. CoRR (2019)
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. CoRR (2019)
Luciano Ciamarone, Baris Bozkurt, Xavier Serra
Automatic Dastgah Recognition Using Markov Models. CMMR (2019)
Felipe Falcão, Baris Bozkurt, Xavier Serra, Nazareno Andrade, Ozan Baysal
A Dataset of Rhythmic Pattern Reproductions and Baseline Automatic Assessment System. ISMIR (2019)
António Ramires, Xavier Serra
Data Augmentation for Instrument Classification Robust to Audio Effects. CoRR (2019)
Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Serra
Audio tagging with noisy labels and minimal supervision. CoRR (2019)
Eduardo Fonseca, Frederic Font, Xavier Serra
Model-agnostic Approaches to Handling Noisy Labels When Training Sound Event Classifiers. CoRR (2019)

Xavier Serra.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Xavier Serra