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2020 – today
- 2025
[c177]Miguel Perez
, Holger Kirchhoff, Peter Grosche, Xavier Serra:
Improving Singing Voice Transcription Generalization with AI Generated Accompaniments. MMM (2) 2025: 115-128- 2024
- [j30]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): 121776 (2024) - [j29]Magdalena Fuentes, Genís Plaja-Roglans, Guillem Cortès-Sebastià, Tanmay Khandelwal, Marius Miron, Xavier Serra, Juan Pablo Bello, Justin Salamon:
Soundata: Reproducible use of audio datasets. J. Open Source Softw. 9(98): 6634 (2024) - [c176]Thomas Nuttall, Xavier Serra, Lara Pearson:
Svara-forms and coarticulation in Carnatic music: an investigation using deep clustering. DLfM 2024: 15-22 - [c175]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. ICASSP Workshops 2024: 833-837 - [c174]Adithi Shankar, Genís Plaja-Roglans, Thomas Nuttall, Martín Rocamora, Xavier Serra:
Saraga Audiovisual: A Large Multimodal Open Data Collection for the Analysis of Carnatic Music. ISMIR 2024: 61-69 - [c173]Jyoti Narang, Nazif Can Tamer, Viviana De La Vega, Xavier Serra:
Automatic Estimation of Singing Voice Musical Dynamics. ISMIR 2024: 256-263 - [c172]Hyon Kim, Xavier Serra:
A Method for MIDI Velocity Estimation for Piano Performance by a U-Net With Attention and FiLM. ISMIR 2024: 304-310 - [c171]Recep Oguz Araz, Xavier Serra, Dmitry Bogdanov:
Discogs-VI: A Musical Version Identification Dataset Based on Public Editorial Metadata. ISMIR 2024: 478-485 - [c170]Pedro Ramoneda, Vsevolod Eremenko, Alexandre D'Hooge, Emilia Parada-Cabaleiro, Xavier Serra:
Towards Explainable and Interpretable Musical Difficulty Estimation: A Parameter-Efficient Approach. ISMIR 2024: 520-528 - [c169]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. ISMIR 2024: 1004-1011 - [c168]Benno Weck, Holger Kirchhoff, Peter Grosche, Xavier Serra:
WikiMuTe: A Web-Sourced Dataset of Semantic Descriptions for Music Audio. MMM (5) 2024: 42-56 - [d57]Magdalena Fuentes, Genís Plaja-Roglans, Guillem Cortès-Sebastià, Tanmay Khandelwal, Marius Miron, Xavier Serra, Juan Pablo Bello, Justin Salamon:
Soundata: Reproducible use of audio datasets. Zenodo, 2024
- [d56]Magdalena Fuentes, Genís Plaja-Roglans, Guillem Cortès-Sebastià, Tanmay Khandelwal, Marius Miron, Xavier Serra, Juan Pablo Bello, Justin Salamon:
Soundata: Reproducible use of audio datasets. Zenodo, 2024 - [d55]Magdalena Fuentes, Genís Plaja-Roglans, Guillem Cortès-Sebastià, Tanmay Khandelwal, Marius Miron, Xavier Serra, Juan Pablo Bello, Justin Salamon:
Soundata: Reproducible use of audio datasets. Zenodo, 2024 - [i79]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) - [i78]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 abs/2403.03947 (2024) - [i77]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 abs/2407.14364 (2024) - [i76]Pedro Ramoneda, Vsevolod Eremenko, Alexandre D'Hooge, Emilia Parada-Cabaleiro, Xavier Serra:
Towards Explainable and Interpretable Musical Difficulty Estimation: A Parameter-efficient Approach. CoRR abs/2408.00473 (2024) - [i75]Pedro Ramoneda, Emilia Parada-Cabaleiro, Benno Weck, Xavier Serra:
The Role of Large Language Models in Musicology: Are We Ready to Trust the Machines? CoRR abs/2409.01864 (2024) - [i74]Panagiota Anastasopoulou, Jessica Torrey, Xavier Serra, Frederic Font:
Heterogeneous sound classification with the Broad Sound Taxonomy and Dataset. CoRR abs/2410.00980 (2024) - [i73]Recep Oguz Araz, Xavier Serra, Dmitry Bogdanov:
Discogs-VI: A Musical Version Identification Dataset Based on Public Editorial Metadata. CoRR abs/2410.17400 (2024) - [i72]Jyoti Narang, Nazif Can Tamer, Viviana De La Vega, Xavier Serra:
Automatic Estimation of Singing Voice Musical Dynamics. CoRR abs/2410.20540 (2024) - 2023
- [j28]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: 109190 (2023) - [j27]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): 13-26 (2023) - [c167]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 - [c166]Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes:
Flowgrad: Using Motion for Visual Sound Source Localization. ICASSP 2023: 1-5 - [c165]Nazif Can Tamer, Yigitcan Özer, Meinard Müller, Xavier Serra:
TAPE: An End-to-End Timbre-Aware Pitch Estimator. ICASSP 2023: 1-5 - [c164]Benno Weck, Xavier Serra:
Data Leakage in Cross-Modal Retrieval Training: A Case Study. ICASSP 2023: 1-5 - [c163]Miguel Pérez Fernández, Holger Kirchhoff, Xavier Serra:
TriAD: Capturing Harmonics With 3D Convolutions. ISMIR 2023: 29-36 - [c162]Nazif Can Tamer, Yigitcan Özer, Meinard Müller, Xavier Serra:
High-Resolution Violin Transcription Using Weak Labels. ISMIR 2023: 223-230 - [c161]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: 352-358 - [c160]Genís Plaja-Roglans, Marius Miron, Adithi Shankar, Xavier Serra:
Carnatic Singing Voice Separation Using Cold Diffusion on Training Data With Bleeding. ISMIR 2023: 553-560 - [c159]Pedro Ramoneda, Jose J. Valero-Mas, Dasaem Jeong, Xavier Serra:
Predicting Performance Difficulty From Piano Sheet Music Images. ISMIR 2023: 708-715 - [c158]Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov:
Efficient Supervised Training of Audio Transformers for Music Representation Learning. ISMIR 2023: 824-831 - [c157]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: 1-5 - [d54]Gopala K. Koduri, Vignesh Ishwar, Joan Serrà, Xavier Serra:
Carnatic Varnam Dataset. Version 1.1. Zenodo, 2023 [all versions] - [d53]Benno Weck, Xavier Serra:
SoundDesc: Cleaned and Group-Filtered Splits. Zenodo, 2023 - [d52]Benno Weck, Holger Kirchhoff, Peter Grosche, Xavier Serra:
WikiMuTe: A web-sourced dataset of semantic descriptions for music audio. Zenodo, 2023 - [i71]Benno Weck, Xavier Serra:
Data leakage in cross-modal retrieval training: A case study. CoRR abs/2302.12258 (2023) - [i70]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) - [i69]Pedro Ramoneda, Dasaem Jeong, Vsevolod Eremenko, Nazif Can Tamer, Marius Miron, Xavier Serra:
Combining piano performance dimensions for score difficulty classification. CoRR abs/2306.08480 (2023) - [i68]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 abs/2307.12888 (2023) - [i67]Pedro Ramoneda, Jose J. Valero-Mas, Dasaem Jeong, Xavier Serra:
Predicting performance difficulty from piano sheet music images. CoRR abs/2309.16287 (2023) - [i66]Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov:
Efficient Supervised Training of Audio Transformers for Music Representation Learning. CoRR abs/2309.16418 (2023) - [i65]Jyoti Narang, Viviana De La Vega, Xavier Lizarraga-Seijas, Oscar Mayor, Hector Parra, Jordi Janer, Xavier Serra:
ChoralSynth: Synthetic Dataset of Choral Singing. CoRR abs/2311.08350 (2023) - [i64]Benno Weck, Holger Kirchhoff, Peter Grosche, Xavier Serra:
WikiMuTe: A web-sourced dataset of semantic descriptions for music audio. CoRR abs/2312.09207 (2023) - 2022
- [j26]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: 829-852 (2022) - [c156]Hyon Kim, Pedro Ramoneda, Marius Miron, Xavier Serra:
An Overview of Automatic Piano Performance Assessment within the Music Education Context. CSEDU (1) 2022: 465-474 - [c155]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 - [c154]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: 141-145 - [c153]Pedro Ramoneda, Nazif Can Tamer, Vsevolod Eremenko, Xavier Serra, Marius Miron:
Score Difficulty Analysis for Piano Performance Education based on Fingering. ICASSP 2022: 201-205 - [c152]Alia Morsi, Xavier Serra:
Bottlenecks and solutions for audio to score alignment research. ISMIR 2022: 272-279 - [c151]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 - [c150]Nazif Can Tamer, Pedro Ramoneda, Xavier Serra:
Violin Etudes: A Comprehensive Dataset for f0 Estimation and Performance Analysis. ISMIR 2022: 517-524 - [c149]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 - [c148]Genís Plaja-Roglans, Marius Miron, Xavier Serra:
A diffusion-inspired training strategy for singing voice extraction in the waveform domain. ISMIR 2022: 685-693 - [c147]Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov:
Music Representation Learning Based on Editorial Metadata from Discogs. ISMIR 2022: 825-833 - [c146]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 - [c145]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 - [e1]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] - [d51]Rong Gong, Rafael Caro Repetto, Yile Yang, Xavier Serra:
Jingju a Cappella Recordings Collection. Zenodo, 2022 - [i63]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) - [i62]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) - [i61]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) - [i60]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
- [j25]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) - [c144]Andres Ferraro, Xavier Serra, Christine Bauer:
Break the Loop: Gender Imbalance in Music Recommenders. CHIIR 2021: 249-254 - [c143]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 - [c142]Jyoti Narang, Marius Miron, Xavier Lizarraga-Seijas, Xavier Serra:
Analysis of Musical Dynamics in Vocal Performances. CMMR 2021: 301-311 - [c141]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 - [c140]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 - [c139]Eduardo Fonseca, Diego Ortego, Kevin McGuinness, Noel E. O'Connor, Xavier Serra:
Unsupervised Contrastive Learning of Sound Event Representations. ICASSP 2021: 371-375 - [c138]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 - [c137]Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra:
Multimodal Metric Learning for Tag-Based Music Retrieval. ICASSP 2021: 591-595 - [c136]Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra:
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. ICASSP 2021: 596-600 - [c135]Pritish Chandna, António Ramires, Xavier Serra, Emilia Gómez:
Loopnet: Musical Loop Synthesis Conditioned on Intuitive Musical Parameters. ICASSP 2021: 3395-3399 - [c134]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 - [c133]Minz Won, Keunwoo Choi, Xavier Serra:
Semi-supervised Music Tagging Transformer. ISMIR 2021: 769-776 - [c132]Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore, Xavier Serra:
Emotion Embedding Spaces for Matching Music to Stories. ISMIR 2021: 777-785 - [c131]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 - [d50]Genís Plaja-Roglans, Thomas Nuttall, Lara Pearson, Xavier Serra, Marius Miron:
Saraga-Carnatic-Melody-Synth. Zenodo, 2021 - [i59]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) - [i58]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) - [i57]Pritish Chandna, António Ramires, Xavier Serra, Emilia Gómez:
LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical Parameters. CoRR abs/2105.10371 (2021) - [i56]Andres Ferraro, Xavier Serra, Christine Bauer:
What is fair? Exploring the artists' perspective on the fairness of music streaming platforms. CoRR abs/2106.02415 (2021) - [i55]Eduardo Fonseca, Andres Ferraro, Xavier Serra:
Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks. CoRR abs/2107.00623 (2021) - [i54]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 abs/2109.12690 (2021) - [i53]Benno Weck, Xavier Favory, Konstantinos Drossos, Xavier Serra:
Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. CoRR abs/2110.07410 (2021) - [i52]Pedro Ramoneda, Marius Miron, Xavier Serra:
Piano Fingering with Reinforcement Learning. CoRR abs/2111.08009 (2021) - [i51]Minz Won, Keunwoo Choi, Xavier Serra:
Semi-Supervised Music Tagging Transformer. CoRR abs/2111.13457 (2021) - [i50]Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore, Xavier Serra:
Emotion Embedding Spaces for Matching Music to Stories. CoRR abs/2111.13468 (2021) - 2020
- [c130]Vsevolod Eremenko, Alia Morsi, Jyoti Narang, Xavier Serra:
Performance Assessment Technologies for the Support of Musical Instrument Learning. CSEDU (1) 2020: 629-640 - [c129]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: 240-244 - [c128]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 - [c127]Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra:
Tensorflow Audio Models in Essentia. ICASSP 2020: 266-270 - [c126]Minz Won, Sanghyuk Chun, Oriol Nieto, Xavier Serra:
Data-Driven Harmonic Filters for Audio Representation Learning. ICASSP 2020: 536-540 - [c125]António Ramires, Pritish Chandna, Xavier Favory, Emilia Gómez, Xavier Serra:
Neural Percussive Synthesis Parameterised by High-Level Timbral Features. ICASSP 2020: 786-790 - [c124]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 - [c123]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 - [c122]Xavier Favory, Frederic Font, Xavier Serra:
Search Result Clustering in Collaborative Sound Collections. ICMR 2020: 207-214 - [c121]Andres Ferraro, Dietmar Jannach, Xavier Serra:
Exploring Longitudinal Effects of Session-based Recommendations. RecSys 2020: 474-479 - [c120]Andres Ferraro, Sergio Oramas, Massimo Quadrana, Xavier Serra:
Maximizing the Engagement: Exploring New Signals of Implicit Feedback in Music Recommendations. ComplexRec-ImpactRS@RecSys 2020 - [c119]Andres Ferraro, Lorenzo Porcaro, Xavier Serra:
Balancing Exposure and Relevance in Academic Search. TREC 2020 - [d49]Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra:
Dataset used in COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations. Zenodo, 2020 - [d48]Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra:
FSD50K. Zenodo, 2020 - [d47]Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Serra:
FSDKaggle2019. Zenodo, 2020 - [i49]Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra:
TensorFlow Audio Models in Essentia. CoRR abs/2003.07393 (2020) - [i48]Xavier Favory, Frederic Font, Xavier Serra:
Search Result Clustering in Collaborative Sound Collections. CoRR abs/2004.03985 (2020) - [i47]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 abs/2005.00878 (2020) - [i46]Minz Won, Andres Ferraro, Dmitry Bogdanov, Xavier Serra:
Evaluation of CNN-based Automatic Music Tagging Models. CoRR abs/2006.00751 (2020) - [i45]Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra:
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations. CoRR abs/2006.08386 (2020) - [i44]Andres Ferraro, Dietmar Jannach, Xavier Serra:
Exploring Longitudinal Effects of Session-based Recommendations. CoRR abs/2008.07226 (2020) - [i43]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) - [i42]António Ramires, Gilberto Bernardes, Matthew E. P. Davies, Xavier Serra:
TIV.lib: an open-source library for the tonal description of musical audio. CoRR abs/2008.11529 (2020) - [i41]Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra:
FSD50K: an Open Dataset of Human-Labeled Sound Events. CoRR abs/2010.00475 (2020) - [i40]Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra:
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. CoRR abs/2010.14171 (2020) - [i39]Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra:
Multimodal Metric Learning for Tag-based Music Retrieval. CoRR abs/2010.16030 (2020) - [i38]Eduardo Fonseca, Diego Ortego, Kevin McGuinness, Noel E. O'Connor, Xavier Serra:
Unsupervised Contrastive Learning of Sound Event Representations. CoRR abs/2011.07616 (2020)
2010 – 2019
- 2019
- [c118]Luciano Ciamarone, Baris Bozkurt, Xavier Serra:
Automatic Dastgah Recognition Using Markov Models. CMMR 2019: 157-165 - [c117]Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Serra:
Audio Tagging with Noisy Labels and Minimal Supervision. DCASE 2019: 69-73 - [c116]Andrés Pérez-López, Eduardo Fonseca, Xavier Serra:
A Hybrid Parametric-Deep Learning Approach for Sound Event Localization and Detection. DCASE 2019: 189-193 - [c115]Jordi Pons, Joan Serrà, Xavier Serra:
Training Neural Audio Classifiers with Few Data. ICASSP 2019: 16-20 - [c114]Eduardo Fonseca, Manoj Plakal, Daniel P. W. Ellis, Frederic Font, Xavier Favory, Xavier Serra:
Learning Sound Event Classifiers from Web Audio with Noisy Labels. ICASSP 2019: 21-25 - [c113]Jordi Pons, Xavier Serra:
Randomly Weighted CNNs for (Music) Audio Classification. ICASSP 2019: 336-340 - [c112]Francesc Lluís, Jordi Pons, Xavier Serra:
End-to-End Music Source Separation: Is it Possible in the Waveform Domain? INTERSPEECH 2019: 4619-4623 - [c111]Thomas Nuttall, Miguel García-Casado, Víctor Núñez-Tarifa, Rafael Caro Repetto, Xavier Serra:
Contributing to New Musicological Theories with Computational Methods: The Case of Centonization in Arab-Andalusian Music. ISMIR 2019: 223-228 - [c110]Furkan Yesiler, Chris Tralie, Albin Andrew Correya, Diego Furtado Silva, Philip Tovstogan, Emilia Gómez, Xavier Serra:
Da-TACOS: A Dataset for Cover Song Identification and Understanding. ISMIR 2019: 327-334 - [c109]Felipe Falcão, Baris Bozkurt, Xavier Serra, Nazareno Andrade, Ozan Baysal:
A Dataset of Rhythmic Pattern Reproductions and Baseline Automatic Assessment System. ISMIR 2019: 439-445 - [c108]Eduardo Fonseca, Frederic Font, Xavier Serra:
Model-Agnostic Approaches To Handling Noisy Labels When Training Sound Event Classifiers. WASPAA 2019: 16-20 - [d46]Eduardo Fonseca, Mercedes Collado, Manoj Plakal, Daniel P. W. Ellis, Frederic Font, Xavier Favory, Xavier Serra:
FSDnoisy18k. Zenodo, 2019 - [d45]Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Manoj Plakal, Daniel P. W. Ellis, Xavier Serra:
FSDKaggle2018. Zenodo, 2019 - [d44]Rafael Caro Repetto, Rong Gong, Tiange Zhu, Xavier Serra:
Jingju Music Scores Collection. Zenodo, 2019 - [i37]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) - [i36]Eduardo Fonseca, Manoj Plakal, Daniel P. W. Ellis, Frederic Font, Xavier Favory, Xavier Serra:
Learning Sound Event Classifiers from Web Audio with Noisy Labels. CoRR abs/1901.01189 (2019) - [i35]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) - [i34]Andrés Ferraro, Dmitry Bogdanov, Xavier Serra:
Skip prediction using boosting trees based on acoustic features of tracks in sessions. CoRR abs/1903.11833 (2019) - [i33]Xavier Favory, Xavier Serra:
Multi Web Audio Sequencer: Collaborative Music Making. CoRR abs/1905.06717 (2019) - [i32]Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Serra:
Audio tagging with noisy labels and minimal supervision. CoRR abs/1906.02975 (2019) - [i31]Minz Won, Sanghyuk Chun, Xavier Serra:
Toward Interpretable Music Tagging with Self-Attention. CoRR abs/1906.04972 (2019) - [i30]António Ramires, Xavier Serra:
Data Augmentation for Instrument Classification Robust to Audio Effects. CoRR abs/1907.08520 (2019) - [i29]Andrés Pérez-López, Eduardo Fonseca, Xavier Serra:
A hybrid parametric-deep learning approach for sound event localization and detection. CoRR abs/1908.10133 (2019) - [i28]Jordi Pons, Xavier Serra:
musicnn: Pre-trained convolutional neural networks for music audio tagging. CoRR abs/1909.06654 (2019) - [i27]Eduardo Fonseca, Frederic Font, Xavier Serra:
Model-agnostic Approaches to Handling Noisy Labels When Training Sound Event Classifiers. CoRR abs/1910.12004 (2019) - [i26]Minz Won, Sanghyuk Chun, Xavier Serra:
Visualizing and Understanding Self-attention based Music Tagging. CoRR abs/1911.04385 (2019) - [i25]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 abs/1911.04824 (2019) - [i24]Andres Ferraro, Dmitry Bogdanov, Xavier Serra, Jason Yoon:
Artist and style exposure bias in collaborative filtering based music recommendations. CoRR abs/1911.04827 (2019) - [i23]António Ramires, Pritish Chandna, Xavier Favory, Emilia Gómez, Xavier Serra:
Neural Percussive Synthesis Parameterised by High-Level Timbral Features. CoRR abs/1911.11853 (2019) - 2018
- [j24]Javier Panadero, Jésica de Armas, Xavier Serra, Joan Manuel Marquès:
Multi criteria biased randomized method for resource allocation in distributed systems: Application in a volunteer computing system. Future Gener. Comput. Syst. 82: 29-40 (2018) - [j23]Sergio Oramas, Francesco Barbieri, Oriol Nieto, Xavier Serra:
Multimodal Deep Learning for Music Genre Classification. Trans. Int. Soc. Music. Inf. Retr. 1(1): 4-21 (2018) - [c107]Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Favory, Jordi Pons, Xavier Serra:
General-purpose tagging of Freesound audio with AudioSet labels: task description, dataset, and baseline. DCASE 2018: 69-73 - [c106]Rafael Caro Repetto, Niccolò Pretto, Amin Chaachoo, Baris Bozkurt, Xavier Serra:
An open corpus for the computational research of arab-andalusian music. DLfm 2018: 78-86 - [c105]Dario Rethage, Jordi Pons, Xavier Serra:
A Wavenet for Speech Denoising. ICASSP 2018: 5069-5073 - [c104]Rong Gong, Xavier Serra:
Singing Voice Phoneme Segmentation by Hierarchically Inferring Syllable and Phoneme Onset Positions. INTERSPEECH 2018: 716-720 - [c103]Vsevolod Eremenko, Emir Demirel, Baris Bozkurt, Xavier Serra:
Audio-Aligned Jazz Harmony Dataset for Automatic Chord Transcription and Corpus-based Research. ISMIR 2018: 483-490 - [c102]Jordi Pons, Oriol Nieto, Matthew Prockup, Erik M. Schmidt, Andreas F. Ehmann, Xavier Serra:
End-to-end Learning for Music Audio Tagging at Scale. ISMIR 2018: 637-644 - [c101]Andres Ferraro, Dmitry Bogdanov, Jisang Yoon, KwangSeob Kim, Xavier Serra:
Automatic playlist continuation using a hybrid recommender system combining features from text and audio. RecSys Challenge 2018: 2:1-2:5 - [c100]Andreas Kartakoullis, Andreas Kamilaris, Joel Gonzalez, Xavier Serra, Pere Gou, Maria Font:
Hyperspectral Imaging for Assessing the Quality Attributes of Cured Pork Loin. WHISPERS 2018: 1-4 - [c99]Jaehun Kim, Minz Won, Xavier Serra, Cynthia C. S. Liem:
Transfer Learning of Artist Group Factors to Musical Genre Classification. WWW (Companion Volume) 2018: 1929-1934 - [d43]Baris Bozkurt, Ajay Srinivasamurthy, Sankalp Gulati, Xavier Serra:
Saraga: research datasets of Indian Art Music. Version 1.0. Zenodo, 2018 [all versions] - [d42]Baris Bozkurt, Ajay Srinivasamurthy, Sankalp Gulati, Xavier Serra:
Saraga: research datasets of Indian Art Music. Version 1.5. Zenodo, 2018 [all versions] - [d41]Amin Chaachoo, Mohamed Sordo, Niccolò Pretto, Rafael Caro Repetto, Baris Bozkurt, Xavier Serra:
Arab-Andalusian music corpus. Zenodo, 2018 - [d40]Amin Chaachoo, Mohamed Sordo, Niccolò Pretto, Rafael Caro Repetto, Baris Bozkurt, Xavier Serra:
Arab-Andalusian metadata set. Zenodo, 2018 - [d39]Georgi Dzhambazov, Sertan Sentürk, Xavier Serra:
Turkish şarkı vocal dataset. Version 1.0. Zenodo, 2018 [all versions] - [d38]Georgi Dzhambazov, Sertan Sentürk, Xavier Serra:
Turkish Makam Acapella Sections Dataset. Version 1.0. Zenodo, 2018 [all versions] - [d37]Vsevolod Eremenko, Emir Demirel, Baris Bozkurt, Xavier Serra:
JAAH: Audio-aligned jazz harmony dataset. Zenodo, 2018 - [d36]Rong Gong, Rafael Caro Repetto, Xavier Serra:
Jingju a cappella singing dataset part2. Version 4. Zenodo, 2018 [all versions] - [d35]Rong Gong, Rafael Caro Repetto, Xavier Serra:
Jingju a cappella singing dataset part2. Version 5. Zenodo, 2018 [all versions] - [d34]Rong Gong, Rafael Caro Repetto, Xavier Serra:
Jingju a cappella singing dataset part2. Version 6. Zenodo, 2018 [all versions] - [d33]Rong Gong, Rafael Caro Repetto, Xavier Serra:
Jingju a cappella singing dataset part2. Version 7. Zenodo, 2018 [all versions] - [d32]Rong Gong, Rafael Caro Repetto, Yile Yang, Xavier Serra:
Jingju a cappella singing dataset part1. Version 3. Zenodo, 2018 [all versions] - [d31]Rong Gong, Rafael Caro Repetto, Yile Yang, Xavier Serra:
Jingju a cappella singing dataset part1. Version 4. Zenodo, 2018 [all versions] - [d30]Rong Gong, Rafael Caro Repetto, Yile Yang, Xavier Serra:
Jingju a cappella singing dataset part1. Version 5. Zenodo, 2018 [all versions] - [d29]Rong Gong, Rafael Caro Repetto, Yile Yang, Xavier Serra:
Jingju a cappella singing dataset part1. Version 6. Zenodo, 2018 [all versions] - [d28]Rong Gong, Rafael Caro Repetto, Yile Yang, Xavier Serra:
Jingju a cappella singing dataset part1. Version 7. Zenodo, 2018 [all versions] - [d27]Rong Gong, Xavier Serra:
Dataset for Interspeech 2018 submission: Singing voice phoneme segmentation by hierarchically inferring syllable and phoneme onset positions. Zenodo, 2018 - [d26]Rong Gong, Xavier Serra:
Jingju a cappella singing dataset part3. Version 1. Zenodo, 2018 [all versions] - [d25]Rong Gong, Xavier Serra:
Jingju a cappella singing dataset part3. Version 2. Zenodo, 2018 [all versions] - [d24]Rong Gong, Xavier Serra:
Jingju a cappella singing dataset part3. Version 3. Zenodo, 2018 [all versions] - [d23]Rong Gong, Xavier Serra:
Experiment dataset supplementary materials for DLfM 2018 submission: file list and phoneme number information. Version 1. Zenodo, 2018 [all versions] - [d22]Rong Gong, Xavier Serra:
Experiment dataset supplementary materials for DLfM 2018 submission. Version 2. Zenodo, 2018 [all versions] - [d21]Rong Gong, Xavier Serra:
Experiment dataset supplementary materials for DLfM 2018 submission. Version 3. Zenodo, 2018 [all versions] - [d20]Rong Gong, Xavier Serra:
Experiment dataset supplementary materials for DLfM 2018 submission. Version 4. Zenodo, 2018 [all versions] - [d19]Rong Gong, Xavier Serra:
Experiment dataset supplementary materials for DLfM 2018 submission. Version 5. Zenodo, 2018 [all versions] - [d18]Rong Gong, Xavier Serra:
Jingju a cappella singing voice test dataset for "An efficient deep learning model for musical onset detection". Zenodo, 2018 - [d17]Mohamed Sordo, Mehdi Chaachoo, Xavier Serra:
Arab-Andalusian music lyrics dataset. Version 1.0. Zenodo, 2018 [all versions] - [d16]Mohamed Sordo, Mehdi Chaachoo, Xavier Serra:
Arab-Andalusian music lyrics dataset. Version 2.0. Zenodo, 2018 [all versions] - [d15]Rafael Caro Repetto, Kainan Chen, Yile Yang, Honglin Ma, Xavier Serra:
Jingju Audio Recordings Collection. Zenodo, 2018 - [d14]Rafael Caro Repetto, Xavier Serra:
Jingju Music Scores Collection. Zenodo, 2018 - [i22]Jordi Pons, Xavier Serra:
Randomly weighted CNNs for (music) audio classification. CoRR abs/1805.00237 (2018) - [i21]Jaehun Kim, Minz Won, Xavier Serra, Cynthia C. S. Liem:
Transfer Learning of Artist Group Factors to Musical Genre Classification. CoRR abs/1805.02043 (2018) - [i20]Rong Gong, Xavier Serra:
Singing voice phoneme segmentation by hierarchically inferring syllable and phoneme onset positions. CoRR abs/1806.01665 (2018) - [i19]Emilia Gómez, Carlos Castillo, Vicky Charisi, Verónica Dahl, Gustavo Deco, Blagoj Delipetrev, Nicole Dewandre, Miguel Ángel González Ballester, Fabien Gouyon, José Hernández-Orallo, Perfecto Herrera, Anders Jonsson, Ansgar Koene, Martha A. Larson, Ramón López de Mántaras, Bertin Martens, Marius Miron, Rubén Moreno-Bote, Nuria Oliver, Antonio Puertas Gallardo, Heike Schweitzer, Núria Sebastián, Xavier Serra, Joan Serrà, Songül Tolan, Karina Vold:
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour. CoRR abs/1806.03192 (2018) - [i18]Rong Gong, Xavier Serra:
Towards an efficient deep learning model for musical onset detection. CoRR abs/1806.06773 (2018) - [i17]Eduardo Fonseca, Rong Gong, Xavier Serra:
A Simple Fusion of Deep and Shallow Learning for Acoustic Scene Classification. CoRR abs/1806.07506 (2018) - [i16]Sergio Oramas, Luis Espinosa Anke, Francisco Gómez, Xavier Serra:
Natural Language Processing for Music Knowledge Discovery. CoRR abs/1807.02200 (2018) - [i15]Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Favory, Jordi Pons, Xavier Serra:
General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline. CoRR abs/1807.09902 (2018) - [i14]Jordi Pons, Joan Serrà, Xavier Serra:
Training neural audio classifiers with few data. CoRR abs/1810.10274 (2018) - [i13]Francesc Lluís, Jordi Pons, Xavier Serra:
End-to-end music source separation: is it possible in the waveform domain? CoRR abs/1810.12187 (2018) - [i12]Xavier Favory, Eduardo Fonseca, Frederic Font, Xavier Serra:
Facilitating the Manual Annotation of Sounds When Using Large Taxonomies. CoRR abs/1811.10988 (2018) - 2017
- [j22]Ajay Srinivasamurthy, Andre Holzapfel, Kaustuv Kanti Ganguli, Xavier Serra:
Aspects of Tempo and Rhythmic Elaboration in Hindustani Music: A Corpus Study. Frontiers Digit. Humanit. 4: 20 (2017) - [j21]Sergio Oramas, Vito Claudio Ostuni, Tommaso Di Noia, Xavier Serra, Eugenio Di Sciascio:
Sound and Music Recommendation with Knowledge Graphs. ACM Trans. Intell. Syst. Technol. 8(2): 21:1-21:21 (2017) - [c98]Eduardo Fonseca, Rong Gong, Dmitry Bogdanov, Olga Slizovskaia, Emilia Gómez, Xavier Serra:
Acoustic Scene Classification by Ensembling Gradient Boosting Machine and Convolutional Neural Networks. DCASE 2017: 37-41 - [c97]Luis Espinosa Anke, Sergio Oramas, Horacio Saggion, Xavier Serra:
ELMDist: A Vector Space Model with Words and MusicBrainz Entities. ESWC (Satellite Events) 2017: 355-366 - [c96]Jordi Pons, Olga Slizovskaia, Rong Gong, Emilia Gómez, Xavier Serra:
Timbre analysis of music audio signals with convolutional neural networks. EUSIPCO 2017: 2744-2748 - [c95]Jordi Pons, Xavier Serra:
Designing efficient architectures for modeling temporal features with convolutional neural networks. ICASSP 2017: 2472-2476 - [c94]Sergio Oramas, Oriol Nieto, Francesco Barbieri, Xavier Serra:
Multi-Label Music Genre Classification from Audio, Text and Images Using Deep Features. ISMIR 2017: 23-30 - [c93]Rong Gong, Rafael Caro Repetto, Xavier Serra:
Creating an A Cappella Singing Audio Dataset for Automatic Jingju Singing Evaluation Research. DLfM 2017: 37-40 - [c92]Rafael Caro Repetto, Shuo Zhang, Xavier Serra:
Quantitative analysis of the relationship between linguistic tones and melody in jingju using music scores. DLfM 2017: 41-44 - [c91]Rafael Caro Repetto, Xavier Serra:
A Collection of Music Scores for Corpus Based Jingju Singing Research. ISMIR 2017: 46-52 - [c90]Dmitry Bogdanov, Xavier Serra:
Quantifying Music Trends and Facts Using Editorial Metadata from the Discogs Database. ISMIR 2017: 89-95 - [c89]Jordi Pons, Rong Gong, Xavier Serra:
Score-Informed Syllable Segmentation for A Cappella Singing Voice with Convolutional Neural Networks. ISMIR 2017: 383-389 - [c88]Shuo Zhang, Rafael Caro Repetto, Xavier Serra:
Understanding the Expressive Functions of Jingju Metrical Patterns Through Lyrics Text Mining. ISMIR 2017: 397-403 - [c87]Rong Gong, Jordi Pons, Xavier Serra:
Audio to Score Matching by Combining Phonetic and Duration Information. ISMIR 2017: 428-434 - [c86]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. ISMIR 2017: 486-493 - [c85]Ajay Srinivasamurthy, Andre Holzapfel, Xavier Serra:
Informed Automatic Meter Analysis of Music Recordings. ISMIR 2017: 679-685 - [c84]Georgi Dzhambazov, Andre Holzapfel, Ajay Srinivasamurthy, Xavier Serra:
Metrical-Accent Aware Vocal Onset Detection in Polyphonic Audio. ISMIR 2017: 702-708 - [c83]Sergio Oramas, Oriol Nieto, Mohamed Sordo, Xavier Serra:
A Deep Multimodal Approach for Cold-start Music Recommendation. DLRS@RecSys 2017: 32-37 - [d13]Rafael Caro Repetto, Xavier Serra:
Jingju Music Scores Collection. Zenodo, 2017 - [d12]Shuo Zhang, Rafael Caro Repetto, Xavier Serra, Yile Yang:
Annotated jingju arias dataset. Zenodo, 2017 - [i11]Jordi Pons, Olga Slizovskaia, Rong Gong, Emilia Gómez, Xavier Serra:
Timbre Analysis of Music Audio Signals with Convolutional Neural Networks. CoRR abs/1703.06697 (2017) - [i10]Dario Rethage, Jordi Pons, Xavier Serra:
A Wavenet for Speech Denoising. CoRR abs/1706.07162 (2017) - [i9]Sergio Oramas, Oriol Nieto, Mohamed Sordo, Xavier Serra:
A Deep Multimodal Approach for Cold-start Music Recommendation. CoRR abs/1706.09739 (2017) - [i8]Jordi Pons, Rong Gong, Xavier Serra:
Score-informed syllable segmentation for a cappella singing voice with convolutional neural networks. CoRR abs/1707.03544 (2017) - [i7]Rong Gong, Jordi Pons, Xavier Serra:
Audio to score matching by combining phonetic and duration information. CoRR abs/1707.03547 (2017) - [i6]Sergio Oramas, Oriol Nieto, Francesco Barbieri, Xavier Serra:
Multi-label Music Genre Classification from Audio, Text, and Images Using Deep Features. CoRR abs/1707.04916 (2017) - [i5]Georgi Dzhambazov, Andre Holzapfel, Ajay Srinivasamurthy, Xavier Serra:
Metrical-accent Aware Vocal Onset Detection in Polyphonic Audio. CoRR abs/1707.06163 (2017) - [i4]Rong Gong, Rafael Caro Repetto, Xavier Serra:
Creating an A Cappella Singing Audio Dataset for Automatic Jingju Singing Evaluation Research. CoRR abs/1708.03986 (2017) - [i3]Jordi Pons, Oriol Nieto, Matthew Prockup, Erik M. Schmidt, Andreas F. Ehmann, Xavier Serra:
End-to-end learning for music audio tagging at scale. CoRR abs/1711.02520 (2017) - [i2]Rong Gong, Xavier Serra:
Identification of potential Music Information Retrieval technologies for computer-aided jingju singing training. CoRR abs/1711.07551 (2017) - 2016
- [j20]Sergio Oramas, Luis Espinosa Anke, Mohamed Sordo, Horacio Saggion, Xavier Serra:
Information extraction for knowledge base construction in the music domain. Data Knowl. Eng. 106: 70-83 (2016) - [c82]Jordi Pons, Thomas Lidy, Xavier Serra:
Experimenting with musically motivated convolutional neural networks. CBMI 2016: 1-6 - [c81]Altug Karakurt, Sertan Sentürk, Xavier Serra:
MORTY: A Toolbox for Mode Recognition and Tonic Identification. DLfm 2016: 9-16 - [c80]Alastair Porter, Dmitry Bogdanov, Xavier Serra:
Mining metadata from the web for AcousticBrainz. DLfm 2016: 53-56 - [c79]Sankalp Gulati, Joan Serrà, Vignesh Ishwar, Sertan Sentürk, Xavier Serra:
Phrase-based rĀga recognition using vector space modeling. ICASSP 2016: 66-70 - [c78]Ajay Srinivasamurthy, Andre Holzapfel, Ali Taylan Cemgil, Xavier Serra:
A generalized Bayesian model for tracking long metrical cycles in acoustic music signals. ICASSP 2016: 76-80 - [c77]Sankalp Gulati, Joan Serrà, Vignesh Ishwar, Xavier Serra:
Discovering rāga motifs by characterizing communities in networks of melodic patterns. ICASSP 2016: 286-290 - [c76]Sanjeel Parekh, Frederic Font, Xavier Serra:
Improving Audio Retrieval through Loudness Profile Categorization. ISM 2016: 565-568 - [c75]Sergio Oramas, Luis Espinosa Anke, Aonghus Lawlor, Xavier Serra, Horacio Saggion:
Exploring Customer Reviews for Music Genre Classification and Evolutionary Studies. ISMIR 2016: 150-156 - [c74]Frederic Font, Xavier Serra:
Tempo Estimation for Music Loops and a Simple Confidence Measure. ISMIR 2016: 269-275 - [c73]Dmitry Bogdanov, Alastair Porter, Perfecto Herrera, Xavier Serra:
Cross-Collection Evaluation for Music Classification Tasks. ISMIR 2016: 379-385 - [c72]Giuseppe Bandiera, Oriol Romani Picas, Hiroshi Tokuda, Wataru Hariya, Koji Oishi, Xavier Serra:
Good-sounds.org: A Framework to Explore Goodness in Instrumental Sounds. ISMIR 2016: 414-419 - [c71]Kaustuv Kanti Ganguli, Sankalp Gulati, Xavier Serra, Preeti Rao:
Data-Driven Exploration of Melodic Structure in Hindustani Music. ISMIR 2016: 605-611 - [c70]Georgi Dzhambazov, Ajay Srinivasamurthy, Sertan Sentürk, Xavier Serra:
On the Use of Note Onsets for Improved Lyrics-To-Audio Alignment in Turkish Makam Music. ISMIR 2016: 716-722 - [c69]Sankalp Gulati, Joan Serrà, Kaustuv Kanti Ganguli, Sertan Sentürk, Xavier Serra:
Time-Delayed Melody Surfaces for Rāga Recognition. ISMIR 2016: 751-757 - [c68]Sergio Oramas, Luis Espinosa Anke, Mohamed Sordo, Horacio Saggion, Xavier Serra:
ELMD: An Automatically Generated Entity Linking Gold Standard Dataset in the Music Domain. LREC 2016 - [c67]Xavier Serra, Jésica de Armas, Joan Manuel Marquès:
Simulating and optimizing resource allocation in a micro-blogging applicacion. WSC 2016: 3167-3176 - 2015
- [b1]Xavier Serra:
Anomaly Detection in Noisy Images. University of Maryland, College Park, MD, USA, 2015 - [j19]Frederic Font, Joan Serrà, Xavier Serra:
Analysis of the Impact of a Tag Recommendation System in a Real-World Folksonomy. ACM Trans. Intell. Syst. Technol. 7(1): 6:1-6:27 (2015) - [c66]Sankalp Gulati, Joan Serrà, Xavier Serra:
An evaluation of methodologies for melodic similarity in audio recordings of Indian art music. ICASSP 2015: 678-682 - [c65]Sergio Oramas, Mohamed Sordo, Luis Espinosa Anke, Xavier Serra:
A Semantic-Based Approach for Artist Similarity. ISMIR 2015: 100-106 - [c64]Shuo Zhang, Rafael Caro Repetto, Xavier Serra:
Predicting Pairwise Pitch Contour Relations Based on Linguistic Tone Information in Beijing Opera Singing. ISMIR 2015: 107-113 - [c63]Ajay Srinivasamurthy, Andre Holzapfel, Ali Taylan Cemgil, Xavier Serra:
Particle Filters for Efficient Meter Tracking with Dynamic Bayesian Networks. ISMIR 2015: 197-203 - [c62]Swapnil Gupta, Ajay Srinivasamurthy, Manoj Kumar, Hema A. Murthy, Xavier Serra:
Discovery of Syllabic Percussion Patterns in Tabla Solo Recordings. ISMIR 2015: 385-391 - [c61]Rafael Caro Repetto, Rong Gong, Nadine Kroher, Xavier Serra:
Comparison of the Singing Style of Two Jingju Schools. ISMIR 2015: 507-513 - [c60]Sankalp Gulati, Joan Serrà, Xavier Serra:
Improving Melodic Similarity in Indian Art Music Using Culture-Specific Melodic Characteristics. ISMIR 2015: 680-686 - [c59]Georgi Dzhambazov, Sertan Sentürk, Xavier Serra:
Searching Lyrical Phrases in A-Capella Turkish Makam Recordings. ISMIR 2015: 687-693 - [c58]Alastair Porter, Dmitry Bogdanov, Robert Kaye, Roman Tsukanov, Xavier Serra:
AcousticBrainz: A Community Platform for Gathering Music Information Obtained from Audio. ISMIR 2015: 786-792 - [c57]Vito Claudio Ostuni, Tommaso Di Noia, Eugenio Di Sciascio, Sergio Oramas, Xavier Serra:
A Semantic Hybrid Approach for Sound Recommendation. WWW (Companion Volume) 2015: 85-86 - [d11]Georgi Dzhambazov, Sertan Sentürk, Xavier Serra:
Turkish Makam Acapella Sections Dataset. Version 2.0. Zenodo, 2015 [all versions] - [d10]Swapnil Gupta, Ajay Srinivasamurthy, Manoj Kumar, Hema A. Murthy, Xavier Serra:
Tabla Solo dataset. Zenodo, 2015 - 2014
- [j18]Frederic Font, Joan Serrà, Xavier Serra:
Class-based tag recommendation and user-based evaluation in online audio clip sharing. Knowl. Based Syst. 67: 131-142 (2014) - [c56]Mi Tian, Ajay Srinivasamurthy, Mark B. Sandler, Xavier Serra:
A study of instrument-wise onset detection in Beijing Opera percussion ensembles. ICASSP 2014: 2159-2163 - [c55]Ajay Srinivasamurthy, Xavier Serra:
A supervised approach to hierarchical metrical cycle tracking from audio music recordings. ICASSP 2014: 5217-5221 - [c54]Sankalp Gulati, Joan Serrà, Kaustuv Kanti Ganguli, Xavier Serra:
Landmark Detection in Hindustani Music Melodies. ICMC 2014 - [c53]Ajay Srinivasamurthy, Gopala Krishna Koduri, Sankalp Gulati, Vignesh Ishwar, Xavier Serra:
Corpora for Music Information Research in Indian Art Music. ICMC 2014 - [c52]Rafael Caro Repetto, Xavier Serra:
Creating a Corpus of Jingju (Beijing Opera) Music and Possibilities for Melodic Analysis. ISMIR 2014: 313-318 - [c51]Shuo Zhang, Rafael Caro Repetto, Xavier Serra:
Study of the Similarity between Linguistic Tones and Melodic Pitch Contours in Beijing Opera Singing. ISMIR 2014: 343-348 - [c50]Ajay Srinivasamurthy, Rafael Caro Repetto, Sundar Harshavardhan, Xavier Serra:
Transcription and Recognition of Syllable based Percussion Patterns: The Case of Beijing Opera. ISMIR 2014: 431-436 - [c49]Julián Urbano, Dmitry Bogdanov, Perfecto Herrera, Emilia Gómez, Xavier Serra:
What is the Effect of Audio Quality on the Robustness of MFCCs and Chroma Features? ISMIR 2014: 573-578 - [c48]Alastair Porter, Xavier Serra:
An analysis and storage system for music research datasets. DLfM@JCDL 2014: 1-3 - [c47]Mohamed Sordo, Amin Chaachoo, Xavier Serra:
Creating Corpora for Computational Research in Arab-Andalusian Music. DLfM@JCDL 2014: 1-3 - [c46]Burak Uyar, Hasan Sercan Atli, Sertan Sentürk, Baris Bozkurt, Xavier Serra:
A Corpus for Computational Research of Turkish Makam Music. DLfM@JCDL 2014: 1-7 - [c45]Frederic Font, Joan Serrà, Xavier Serra:
Audio Clip Classification Using Social Tags and the Effect of Tag Expansion. Semantic Audio 2014 - [c44]Xavier Serra:
Creating Research Corpora for the Computational Study of Music: the case of the CompMusic Project. Semantic Audio 2014 - [c43]Frederic Font, Sergio Oramas, György Fazekas, Xavier Serra:
Extending Tagging Ontologies with Domain Specific Knowledge. ISWC (Posters & Demos) 2014: 209-212 - [c42]Sankalp Gulati, Joan Serrà, Vignesh Ishwar, Xavier Serra:
Mining Melodic Patterns in Large Audio Collections of Indian Art Music. SITIS 2014: 264-271 - [d9]Georgi Dzhambazov, Xavier Serra:
Turkish şarkı vocal dataset. Version 2.0. Zenodo, 2014 [all versions] - [d8]Sankalp Gulati, Ashwin Bellur, Justin Salamon, H. G. Ranjani, Vignesh Ishwar, Hema A. Murthy, Xavier Serra:
Indian Art Music Tonic Datasets. Zenodo, 2014 - [d7]Gopala K. Koduri, Vignesh Ishwar, Joan Serrà, Xavier Serra:
Carnatic Varnam Dataset. Version 1.0. Zenodo, 2014 [all versions] - [d6]Gopala K. Koduri, Vignesh Ishwar, Joan Serrà, Xavier Serra:
Carnatic Varnam Dataset. Version 1.0. Zenodo, 2014 [all versions] - [d5]Sertan Sentürk, Sankalp Gulati, Xavier Serra:
Turkish Makam Music Audio-Score Alignment Dataset. Zenodo, 2014 - [d4]Mi Tian, Ajay Srinivasamurthy, Mark Sandler, Xavier Serra:
Beijing Opera Percussion Instrument Dataset. Zenodo, 2014 - [d3]Ajay Srinivasamurthy, Andre Holzapfel, A. Taylan Cemgil, Xavier Serra:
Hindustani Music Rhythm Dataset. Zenodo, 2014 - [d2]Ajay Srinivasamurthy, Andre Holzapfel, A. Taylan Cemgil, Xavier Serra:
Carnatic Music Rhythm Dataset. Zenodo, 2014 - [d1]Ajay Srinivasamurthy, Rafael Caro Repetto, Sundar Harshavardhan, Xavier Serra:
Beijing Opera Percussion Pattern Dataset. Zenodo, 2014 - 2013
- [j17]Frederic Font, Joan Serrà, Xavier Serra:
Folksonomy-Based Tag Recommendation for Collaborative Tagging Systems. Int. J. Semantic Web Inf. Syst. 9(2): 1-30 (2013) - [j16]Julián Urbano, Markus Schedl, Xavier Serra:
Evaluation in Music Information Retrieval. J. Intell. Inf. Syst. 41(3): 345-369 (2013) - [c41]Alastair Porter, Mohamed Sordo, Xavier Serra:
Dunya: A System to Browse Audio Music Collections Exploiting Cultural Context. ISMIR 2013: 101-106 - [c40]Sertan Sentürk, Sankalp Gulati, Xavier Serra:
Score Informed Tonic Identification for Makam Music of Turkey. ISMIR 2013: 175-180 - [c39]Dmitry Bogdanov, Nicolas Wack, Emilia Gómez, Sankalp Gulati, Perfecto Herrera, Oscar Mayor, Gerard Roma, Justin Salamon, José Ricardo Zapata, Xavier Serra:
Essentia: An Audio Analysis Library for Music Information Retrieval. ISMIR 2013: 493-498 - [c38]Frederic Font, Gerard Roma, Xavier Serra:
Freesound technical demo. ACM Multimedia 2013: 411-412 - [c37]Dmitry Bogdanov, Nicolas Wack, Emilia Gómez, Sankalp Gulati, Perfecto Herrera, Oscar Mayor, Gerard Roma, Justin Salamon, José Ricardo Zapata, Xavier Serra:
ESSENTIA: an open-source library for sound and music analysis. ACM Multimedia 2013: 855-858 - [c36]Xavier Serra:
Singing voice synthesis in the context of music technology research. SSW 2013: 313 - 2012
- [j15]Gerard Roma, Perfecto Herrera, Massimiliano Zanin, Sergio L. Toral Marín, Frederic Font, Xavier Serra:
Small world networks and creativity in audio clip sharing. Int. J. Soc. Netw. Min. 1(1): 112-127 (2012) - [j14]Joan Serrà, Massimiliano Zanin, Perfecto Herrera, Xavier Serra:
Characterization and exploitation of community structure in cover song networks. Pattern Recognit. Lett. 33(9): 1032-1041 (2012) - [j13]Joan Serrà, Holger Kantz, Xavier Serra, Ralph G. Andrzejak:
Predictability of Music Descriptor Time Series and its Application to Cover Song Detection. IEEE Trans. Speech Audio Process. 20(2): 514-525 (2012) - [j12]Rafael Ramírez, Esteban Maestre, Xavier Serra:
A Rule-Based Evolutionary Approach to Music Performance Modeling. IEEE Trans. Evol. Comput. 16(1): 96-107 (2012) - [c35]Frederic Font, Gerard Roma, Perfecto Herrera, Xavier Serra:
Characterization of the Freesound online community. CIP 2012: 1-6 - [c34]Tan Hakan Özaslan, Xavier Serra, Josep Lluís Arcos:
Characterization of Embellishments in Ney Performances of Makam Music in Turkey. ISMIR 2012: 13-18 - [c33]Frederic Font, Joan Serrà, Xavier Serra:
Folksonomy-based Tag Recommendation for Online Audio Clip Sharing. ISMIR 2012: 73-78 - [c32]Gopala K. Koduri, Joan Serrà, Xavier Serra:
Characterization of Intonation in Carnatic Music by Parametrizing Pitch Histograms. ISMIR 2012: 199-204 - [c31]Mohamed Sordo, Joan Serrà, Gopala K. Koduri, Xavier Serra:
Extracting Semantic Information from an Online Carnatic Music Forum. ISMIR 2012: 355-360 - [c30]Justin Salamon, Sankalp Gulati, Xavier Serra:
A Multipitch Approach to Tonic Identification in Indian Classical Music. ISMIR 2012: 499-504 - [c29]Xavier Serra:
Data gathering for a culture specific approach in MIR. WWW (Companion Volume) 2012: 867-868 - 2011
- [j11]Dmitry Bogdanov, Joan Serrà, Nicolas Wack, Perfecto Herrera, Xavier Serra:
Unifying Low-Level and High-Level Music Similarity Measures. IEEE Trans. Multim. 13(4): 687-701 (2011) - [c28]Waldo Nogueira, Martín Haro, Perfecto Herrera, Xavier Serra:
Music perception with current signal processing strategies for cochlear implants. ISABEL 2011: 183:1-183:5 - [c27]Xavier Serra:
A Multicultural Approach in Music Information Research. ISMIR 2011: 151-156 - [c26]Joan Serrà, Gopala K. Koduri, Marius Miron, Xavier Serra:
Assessing the Tuning of Sung Indian Classical Music. ISMIR 2011: 157-162 - [c25]Gopala K. Koduri, Marius Miron, Joan Serrà, Xavier Serra:
Computational Approaches for the Understanding of Melody in Carnatic Music. ISMIR 2011: 263-268 - [c24]Frederic Font, Xavier Serra:
Extending Sound Sample Descriptions through the Extraction of Community Knowledge. UMAP 2011: 418-421 - [i1]Joan Serrà, Massimiliano Zanin, Perfecto Herrera, Xavier Serra:
Characterization and exploitation of community structure in cover song networks. CoRR abs/1108.6003 (2011) - 2010
- [j10]Gerard Roma, Jordi Janer, Stefan Kersten, Mattia Schirosa, Perfecto Herrera, Xavier Serra:
Ecological Acoustics Perspective for Content-Based Retrieval of Environmental Sounds. EURASIP J. Audio Speech Music. Process. 2010 (2010) - [j9]Cyril Laurier, Owen Meyers, Joan Serrà, Martin Blech, Perfecto Herrera, Xavier Serra:
Indexing music by mood: design and integration of an automatic content-based annotator. Multim. Tools Appl. 48(1): 161-184 (2010) - [j8]Rafael Ramírez, Esteban Maestre, Xavier Serra:
Automatic performer identification in commercial monophonic Jazz performances. Pattern Recognit. Lett. 31(12): 1514-1523 (2010)
2000 – 2009
- 2009
- [j7]Esteban Maestre, Rafael Ramírez, Stefan Kersten, Xavier Serra:
Expressive Concatenative Synthesis by Reusing Samples from Real Performance Recordings. Comput. Music. J. 33(4): 23-42 (2009) - [j6]Amaury Hazan, Ricard Marxer, Paul Brossier, Hendrik Purwins, Perfecto Herrera, Xavier Serra:
What/when causal expectation modelling applied to audio signals. Connect. Sci. 21(2&3): 119-143 (2009) - [c23]Xavier Serra:
Scientific and technological challenges of musical interest. CCIA 2009: 3-4 - 2008
- [j5]Rafael Ramírez, Amaury Hazan, Esteban Maestre, Xavier Serra:
A Genetic Rule-Based Model of Expressive Performance for Jazz Saxophone. Comput. Music. J. 32(1): 38-50 (2008) - [j4]Joan Serrà, Emilia Gómez, Perfecto Herrera, Xavier Serra:
Chroma Binary Similarity and Local Alignment Applied to Cover Song Identification. IEEE Trans. Speech Audio Process. 16(6): 1138-1151 (2008) - [j3]Òscar Celma, Xavier Serra:
FOAFing the music: Bridging the semantic gap in music recommendation. J. Web Semant. 6(4): 250-256 (2008) - [c22]Rafael Ramírez, Amaury Hazan, Jordi Marine, Xavier Serra:
Evolutionary Computing for Expressive Music Performance. The Art of Artificial Evolution 2008: 123-142 - 2007
- [j2]Jordi Bonada, Xavier Serra:
Synthesis of the Singing Voice by Performance Sampling and Spectral Models. IEEE Signal Process. Mag. 24(2): 67-79 (2007) - [j1]Rafael Ramírez, Esteban Maestre, Antonio Pertusa, Emilia Gómez, Xavier Serra:
Performance-Based Interpreter Identification in Saxophone Audio Recordings. IEEE Trans. Circuits Syst. Video Technol. 17(3): 356-364 (2007) - [c21]Xavier Serra:
State of the Art and Future Directions in Musical Sound Synthesis. MMSP 2007: 9-12 - 2006
- [c20]Òscar Celma, Perfecto Herrera, Xavier Serra:
A Multimodal Approach to Bridge the Music Semantic Gap. SAMT (Posters and Demos) 2006 - 2005
- [c19]Xavier Serra:
Towards a Roadmap for the Research in Music Technology. ICMC 2005 - 2004
- [c18]Xavier Serra:
Current Research in Music Technology at the Audiovisual Institute of the Pompeu Fabra University. ICMC 2004 - [c17]Matthew Wright, Roger B. Dannenberg, Stephen Travis Pope, Xavier Rodet, Xavier Serra, David Wessel:
Panel: Standards from the Computer Music Community. ICMC 2004 - 2001
- [c16]Jordi Bonada, Òscar Celma, Alex Loscos, Jaume Ortolà, Xavier Serra, Yasuo Yoshioka, Hiraku Kayama, Yuji Hisaminato, Hideki Kenmochi:
Singing Voice Synthesis Combining Excitation plus Resonance and Sinusoidal plus Residual Models. ICMC 2001 - 2000
- [c15]Maarten de Boer, Jordi Bonada, Pedro Cano, Alex Loscos, Xavier Serra:
Singing Voice Impersonator Application for PC. ICMC 2000 - [c14]Maarten de Boer, Jordi Bonada, Xavier Serra:
Using the Sound Description Interchange Format within the SMS Applications. ICMC 2000 - [c13]Pedro Cano, Alex Loscos, Jordi Bonada, Maarten de Boer, Xavier Serra:
Voice Morphing System for Impersonating in Karaoke Applications. ICMC 2000 - [c12]Xavier Serra:
Musical Activities at the Audiovisual Institute of the Pompeu Fabra University. ICMC 2000 - [c11]Perfecto Herrera-Boyer, Xavier Amatriain, Eloi Batlle, Xavier Serra:
Towards Instrument Segmentation for Music Content Description: a Critical Review of Instrument Classification Techniques. ISMIR 2000
1990 – 1999
- 1999
- [c10]Perfecto Herrera, Xavier Serra, Geoffroy Peeters:
Audio Descriptors and Descriptor Schemes in the Context of MPEG-7. ICMC 1999 - [c9]Eduard Resina, Xavier Serra:
The Musicians' Sofware Mall: A Set of Composition and Performance Oriented Applications for Sound Synthesis. ICMC 1999 - 1998
- [c8]Matthew Wright, Amar Chaudhary, Adrian Freed, David Wessel, Xavier Rodet, Dominique Virolle, Rolf Wöhrmann, Xavier Serra:
New Applications of the Sound Description Interchange Format. ICMC 1998 - 1997
- [c7]Josep Lluís Arcos, Ramón López de Mántaras, Xavier Serra:
SaxEx: a case-based reasoning system for generating expressive musical performances. ICMC 1997 - [c6]Ramon Loureiro, Xavier Serra:
A web interface for a sound database and processing system. ICMC 1997 - [c5]Xavier Serra, Jordi Bonada, Perfecto Herrera, Ramon Loureiro:
Integrating complementary spectral models in the design of a musical synthesizer. ICMC 1997 - 1994
- [c4]Xavier Serra:
Sound hybridization based on a deterministic plus stochastic decomposition model. ICMC 1994
1980 – 1989
- 1989
- [c3]Xavier Serra, Julius O. Smith III:
Spectral Modeling Synthesis. ICMC 1989 - 1987
- [c2]Julius O. Smith III, Xavier Serra:
PARSHL: An Analysis/Synthesis Program for Non-Harmonic Sounds Based on a Sinusoidal Representation. ICMC 1987 - 1986
- [c1]Xavier Serra:
A Computer Model for Bar Percussion Instruments. ICMC 1986
Coauthor Index
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