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2020 – today
- 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) - [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 - [i67]Benno Weck, Xavier Serra:
Data leakage in cross-modal retrieval training: A case study. CoRR abs/2302.12258 (2023) - [i66]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) - [i65]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) - [i64]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) - 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] - [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 - [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 - [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 - [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 - [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]