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2020 – today
- 2021
[j18]Marc Serra-Peralta
, Joan Serrà, Álvaro Corral:
Heaps' law and vocabulary richness in the history of classical music harmony. EPJ Data Sci. 10(1): 40 (2021)- [j17]Furkan Yesiler, Guillaume Doras, Rachel M. Bittner, Christopher J. Tralie, Joan Serrà:
Audio-Based Musical Version Identification: Elements and challenges. IEEE Signal Process. Mag. 38(6): 115-136 (2021) - [c56]Christian J. Steinmetz, Jordi Pons, Santiago Pascual, Joan Serrà:
Automatic Multitrack Mixing With A Differentiable Mixing Console Of Neural Audio Effects. ICASSP 2021: 71-75 - [c55]Joan Serrà, Jordi Pons, Santiago Pascual:
SESQA: Semi-Supervised Learning for Speech Quality Assessment. ICASSP 2021: 381-385 - [c54]Furkan Yesiler, Emilio Molina, Joan Serrà, Emilia Gómez:
Investigating the Efficacy of Music Version Retrieval Systems for Setlist Identification. ICASSP 2021: 541-545 - [c53]Jordi Pons, Santiago Pascual, Giulio Cengarle, Joan Serrà:
Upsampling Artifacts in Neural Audio Synthesis. ICASSP 2021: 3005-3009 - [i36]Furkan Yesiler, Emilio Molina, Joan Serrà, Emilia Gómez:
Investigating the efficacy of music version retrieval systems for setlist identification. CoRR abs/2101.02098 (2021) - [i35]Joan Serrà, Santiago Pascual, Jordi Pons:
On tuning consistent annealed sampling for denoising score matching. CoRR abs/2104.03725 (2021) - [i34]Marc Serra-Peralta, Joan Serrà, Álvaro Corral:
Heaps' Law and Vocabulary Richness in the History of Classical Music Harmony. CoRR abs/2104.04143 (2021) - [i33]Santiago Pascual, Joan Serrà, Jordi Pons:
Adversarial Auto-Encoding for Packet Loss Concealment. CoRR abs/2107.03100 (2021) - [i32]Furkan Yesiler, Guillaume Doras, Rachel M. Bittner, Christopher J. Tralie, Joan Serrà:
Audio-based Musical Version Identification: Elements and Challenges. CoRR abs/2109.02472 (2021) - [i31]Furkan Yesiler, Marius Miron, Joan Serrà, Emilia Gómez:
Assessing Algorithmic Biases for Musical Version Identification. CoRR abs/2109.15188 (2021) - [i30]Jordi Pons, Joan Serrà, Santiago Pascual, Giulio Cengarle, Daniel Arteaga, Davide Scaini:
Upsampling layers for music source separation. CoRR abs/2111.11773 (2021) - 2020
- [c52]Furkan Yesiler, Joan Serrà, Emilia Gómez:
Accurate and Scalable Version Identification Using Musically-Motivated Embeddings. ICASSP 2020: 21-25 - [c51]Joan Serrà, David Álvarez, Vicenç Gómez, Olga Slizovskaia, José F. Núñez, Jordi Luque:
Input Complexity and Out-of-distribution Detection with Likelihood-based Generative Models. ICLR 2020 - [c50]Guillaume Doras, Furkan Yesiler, Joan Serrà, Emilia Gómez, Geoffroy Peeters:
Combining musical features for cover detection. ISMIR 2020: 279-286 - [c49]Furkan Yesiler, Joan Serrà, Emilia Gómez:
Less is more: Faster and better music version identification with embedding distillation. ISMIR 2020: 884-892 - [c48]Diego Perino, Xiaoyuan Yang, Joan Serrà, Andra Lutu, Ilias Leontiadis:
Experience: advanced network operations in (Un)-connected remote communities. MobiCom 2020: 16:1-16:10 - [i29]Joan Serrà, Jordi Pons, Santiago Pascual:
SESQA: semi-supervised learning for speech quality assessment. CoRR abs/2010.00368 (2020) - [i28]Furkan Yesiler, Joan Serrà, Emilia Gómez:
Less is more: Faster and better music version identification with embedding distillation. CoRR abs/2010.03284 (2020) - [i27]Christian J. Steinmetz, Jordi Pons, Santiago Pascual, Joan Serrà:
Automatic multitrack mixing with a differentiable mixing console of neural audio effects. CoRR abs/2010.10291 (2020) - [i26]Jordi Pons, Santiago Pascual, Giulio Cengarle, Joan Serrà:
Upsampling artifacts in neural audio synthesis. CoRR abs/2010.14356 (2020)
2010 – 2019
- 2019
- [j16]Santiago Pascual, Joan Serrà, Antonio Bonafonte:
Time-domain speech enhancement using generative adversarial networks. Speech Commun. 114: 10-21 (2019) - [c47]Joan Serrà:
From Correlation to Imagination: Deep Generative Models for Artificial Intelligence. CCIA 2019: 4 - [c46]Jordi Pons, Joan Serrà, Xavier Serra:
Training Neural Audio Classifiers with Few Data. ICASSP 2019: 16-20 - [c45]Santiago Pascual, Mirco Ravanelli, Joan Serrà, Antonio Bonafonte, Yoshua Bengio:
Learning Problem-Agnostic Speech Representations from Multiple Self-Supervised Tasks. INTERSPEECH 2019: 161-165 - [c44]Santiago Pascual, Joan Serrà, Antonio Bonafonte:
Towards Generalized Speech Enhancement with Generative Adversarial Networks. INTERSPEECH 2019: 1791-1795 - [c43]Joan Serrà, Santiago Pascual, Carlos Segura:
Blow: a single-scale hyperconditioned flow for non-parallel raw-audio voice conversion. NeurIPS 2019: 6790-6800 - [i25]Santiago Pascual, Mirco Ravanelli, Joan Serrà, Antonio Bonafonte, Yoshua Bengio:
Learning Problem-agnostic Speech Representations from Multiple Self-supervised Tasks. CoRR abs/1904.03416 (2019) - [i24]Santiago Pascual, Joan Serrà, Antonio Bonafonte:
Towards Generalized Speech Enhancement with Generative Adversarial Networks. CoRR abs/1904.03418 (2019) - [i23]Joan Serrà, Santiago Pascual, Carlos Segura:
Blow: a single-scale hyperconditioned flow for non-parallel raw-audio voice conversion. CoRR abs/1906.00794 (2019) - [i22]Joan Serrà, David Álvarez, Vicenç Gómez, Olga Slizovskaia, José F. Núñez, Jordi Luque:
Input complexity and out-of-distribution detection with likelihood-based generative models. CoRR abs/1909.11480 (2019) - [i21]Furkan Yesiler, Joan Serrà, Emilia Gómez:
Accurate and Scalable Version Identification Using Musically-Motivated Embeddings. CoRR abs/1910.12551 (2019) - 2018
- [j15]Souneil Park, Joan Serrà, Enrique Frías-Martínez, Nuria Oliver:
MobInsight: A Framework Using Semantic Neighborhood Features for Localized Interpretations of Urban Mobility. ACM Trans. Interact. Intell. Syst. 8(3): 23:1-23:25 (2018) - [c42]Apostolos Pyrgelis, Nicolas Kourtellis, Ilias Leontiadis, Joan Serrà, Claudio Soriente:
There goes Wally: Anonymously sharing your location gives you away. IEEE BigData 2018: 1218-1227 - [c41]Joan Serrà, Santiago Pascual, Alexandros Karatzoglou:
Towards a Universal Neural Network Encoder for Time Series. CCIA 2018: 120-129 - [c40]Santiago Pascual, Antonio Bonafonte, Joan Serrà, José Andrés González López:
Whispered-to-voiced Alaryngeal Speech Conversion with Generative Adversarial Networks. IberSPEECH 2018: 117-121 - [c39]Santiago Pascual, Antonio Bonafonte, Joan Serrà:
Self-Attention Linguistic-Acoustic Decoder. IberSPEECH 2018: 152-156 - [c38]Santiago Pascual, Maruchan Park, Joan Serrà, Antonio Bonafonte, Kang-Hun Ahn:
Language and Noise Transfer in Speech Enhancement Generative Adversarial Network. ICASSP 2018: 5019-5023 - [c37]Joan Serrà, Didac Suris, Marius Miron, Alexandros Karatzoglou:
Overcoming Catastrophic Forgetting with Hard Attention to the Task. ICML 2018: 4555-4564 - [i20]Joan Serrà, Dídac Surís, Marius Miron, Alexandros Karatzoglou:
Overcoming catastrophic forgetting with hard attention to the task. CoRR abs/1801.01423 (2018) - [i19]Joan Serrà, Santiago Pascual, Alexandros Karatzoglou:
Towards a universal neural network encoder for time series. CoRR abs/1805.03908 (2018) - [i18]Apostolos Pyrgelis, Nicolas Kourtellis, Ilias Leontiadis, Joan Serrà, Claudio Soriente:
There goes Wally: Anonymously sharing your location gives you away. CoRR abs/1806.02701 (2018) - [i17]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) - [i16]Santiago Pascual, Antonio Bonafonte, Joan Serrà:
Self-Attention Linguistic-Acoustic Decoder. CoRR abs/1808.10678 (2018) - [i15]Santiago Pascual, Antonio Bonafonte, Joan Serrà, José A. González:
Whispered-to-voiced Alaryngeal Speech Conversion with Generative Adversarial Networks. CoRR abs/1808.10687 (2018) - [i14]Jordi Pons, Joan Serrà, Xavier Serra:
Training neural audio classifiers with few data. CoRR abs/1810.10274 (2018) - 2017
- [j14]Martin Pielot, Bruno Cardoso, Kleomenis Katevas, Joan Serrà, Aleksandar Matic, Nuria Oliver:
Beyond Interruptibility: Predicting Opportune Moments to Engage Mobile Phone Users. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 91:1-91:25 (2017) - [c36]Joan Serrà, Ilias Leontiadis, Dimitris Spathis, Gianluca Stringhini, Jeremy Blackburn, Athena Vakali:
Class-based Prediction Errors to Detect Hate Speech with Out-of-vocabulary Words. ALW@ACL 2017: 36-40 - [c35]Joan Serrà, Ilias Leontiadis, Alexandros Karatzoglou, Konstantina Papagiannaki:
Hot or Not? Forecasting Cellular Network Hot Spots Using Sector Performance Indicators. ICDE 2017: 259-270 - [c34]Ilias Leontiadis, Joan Serrà, Alessandro Finamore, Giorgos Dimopoulos, Konstantina Papagiannaki:
The Good, the Bad, and the KPIs: How to Combine Performance Metrics to Better Capture Underperforming Sectors in Mobile Networks. ICDE 2017: 297-308 - [c33]Joan Serrà, Alexandros Karatzoglou:
Compact Embedding of Binary-coded Inputs and Outputs using Bloom Filters. ICLR (Workshop) 2017 - [c32]Santiago Pascual, Antonio Bonafonte, Joan Serrà:
SEGAN: Speech Enhancement Generative Adversarial Network. INTERSPEECH 2017: 3642-3646 - [c31]Kleomenis Katevas, Ilias Leontiadis, Martin Pielot, Joan Serrà:
Practical Processing of Mobile Sensor Data for Continual Deep Learning Predictions. EMDL@MobiSys 2017: 19-24 - [c30]Joan Serrà, Alexandros Karatzoglou:
Getting Deep Recommenders Fit: Bloom Embeddings for Sparse Binary Input/Output Networks. RecSys 2017: 279-287 - [i13]Santiago Pascual, Antonio Bonafonte, Joan Serrà:
SEGAN: Speech Enhancement Generative Adversarial Network. CoRR abs/1703.09452 (2017) - [i12]Joan Serrà, Ilias Leontiadis, Alexandros Karatzoglou, Konstantina Papagiannaki:
Hot or not? Forecasting cellular network hot spots using sector performance indicators. CoRR abs/1704.05249 (2017) - [i11]Kleomenis Katevas, Ilias Leontiadis, Martin Pielot, Joan Serrà:
Practical Processing of Mobile Sensor Data for Continual Deep Learning Predictions. CoRR abs/1705.06224 (2017) - [i10]Joan Serrà, Alexandros Karatzoglou:
Getting deep recommenders fit: Bloom embeddings for sparse binary input/output networks. CoRR abs/1706.03993 (2017) - [i9]Souneil Park, Joan Serrà, Enrique Frías-Martínez, Nuria Oliver:
MobInsight: A Framework Using Semantic Neighborhood Features for Localized Interpretations of Urban Mobility. CoRR abs/1709.10299 (2017) - [i8]Santiago Pascual, Maruchan Park, Joan Serrà, Antonio Bonafonte, Kang-Hun Ahn:
Language and Noise Transfer in Speech Enhancement Generative Adversarial Network. CoRR abs/1712.06340 (2017) - [i7]Kleomenis Katevas, Ilias Leontiadis, Martin Pielot, Joan Serrà:
Continual Prediction of Notification Attendance with Classical and Deep Network Approaches. CoRR abs/1712.07120 (2017) - 2016
- [j13]Joan Serrà, Isabel Serra, Alvaro Corral, Josep Lluís Arcos:
Ranking and significance of variable-length similarity-based time series motifs. Expert Syst. Appl. 55: 452-460 (2016) - [j12]Joan Serrà, Josep Lluís Arcos:
Particle swarm optimization for time series motif discovery. Knowl. Based Syst. 92: 127-137 (2016) - [c29]Sankalp Gulati, Joan Serrà, Vignesh Ishwar, Sertan Sentürk, Xavier Serra:
Phrase-based rĀga recognition using vector space modeling. ICASSP 2016: 66-70 - [c28]Sankalp Gulati, Joan Serrà, Vignesh Ishwar, Xavier Serra:
Discovering rāga motifs by characterizing communities in networks of melodic patterns. ICASSP 2016: 286-290 - [c27]Joan Serrà, Aleksandar Matic, Josep Lluís Arcos, Alexandros Karatzoglou:
A Genetic Algorithm to Discover Flexible Motifs with Support. ICDM Workshops 2016: 1153-1158 - [c26]Sankalp Gulati, Joan Serrà, Kaustuv Kanti Ganguli, Sertan Sentürk, Xavier Serra:
Time-Delayed Melody Surfaces for Rāga Recognition. ISMIR 2016: 751-757 - 2015
- [j11]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) - [c25]Sankalp Gulati, Joan Serrà, Xavier Serra:
An evaluation of methodologies for melodic similarity in audio recordings of Indian art music. ICASSP 2015: 678-682 - [c24]Sankalp Gulati, Joan Serrà, Xavier Serra:
Improving Melodic Similarity in Indian Art Music Using Culture-Specific Melodic Characteristics. ISMIR 2015: 680-686 - [i6]Joan Serrà, Josep Lluís Arcos:
Particle swarm optimization for time series motif discovery. CoRR abs/1501.07399 (2015) - [i5]Joan Serrà, Isabel Serra, Alvaro Corral, Josep Lluís Arcos:
Ranking and significance of variable-length similarity-based time series motifs. CoRR abs/1503.01883 (2015) - [i4]Joan Serrà, Aleksandar Matic, Josep Lluís Arcos, Alexandros Karatzoglou:
A genetic algorithm to discover flexible motifs with support. CoRR abs/1511.04986 (2015) - 2014
- [j10]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) - [j9]Joan Serrà, Josep Lluís Arcos:
An empirical evaluation of similarity measures for time series classification. Knowl. Based Syst. 67: 305-314 (2014) - [j8]Joan Serrà, Meinard Müller, Peter Grosche, Josep Lluís Arcos:
Unsupervised Music Structure Annotation by Time Series Structure Features and Segment Similarity. IEEE Trans. Multim. 16(5): 1229-1240 (2014) - [c23]Sankalp Gulati, Joan Serrà, Kaustuv Kanti Ganguli, Xavier Serra:
Landmark Detection in Hindustani Music Melodies. ICMC 2014 - [c22]Frederic Font, Joan Serrà, Xavier Serra:
Audio Clip Classification Using Social Tags and the Effect of Tag Expansion. Semantic Audio 2014 - [c21]Sankalp Gulati, Joan Serrà, Vignesh Ishwar, Xavier Serra:
Mining Melodic Patterns in Large Audio Collections of Indian Art Music. SITIS 2014: 264-271 - [i3]Joan Serrà, Josep Lluís Arcos:
An Empirical Evaluation of Similarity Measures for Time Series Classification. CoRR abs/1401.3973 (2014) - 2013
- [j7]Justin Salamon, Joan Serrà, Emilia Gómez:
Tonal representations for music retrieval: from version identification to query-by-humming. Int. J. Multim. Inf. Retr. 2(1): 45-58 (2013) - [j6]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) - [c20]Peter Grosche, Meinard Müller, Joan Serrà:
Towards cover group thumbnailing. ACM Multimedia 2013: 613-616 - 2012
- [j5]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) - [j4]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) - [c19]Joan Serrà, Meinard Müller, Peter Grosche, Josep Lluís Arcos:
Unsupervised Detection of Music Boundaries by Time Series Structure Features. AAAI 2012 - [c18]Jan Van Balen, Joan Serrà, Martín Haro:
Sample Identification in Hip Hop Music. CMMR 2012: 301-312 - [c17]Joan Serrà, Josep Lluís Arcos:
A Competitive Measure to Assess the Similarity between Two Time Series. ICCBR 2012: 414-427 - [c16]Peter Grosche, Joan Serrà, Meinard Müller, Josep Lluís Arcos:
Structure-Based Audio Fingerprinting for Music Retrieval. ISMIR 2012: 55-60 - [c15]Frederic Font, Joan Serrà, Xavier Serra:
Folksonomy-based Tag Recommendation for Online Audio Clip Sharing. ISMIR 2012: 73-78 - [c14]Gopala K. Koduri, Joan Serrà, Xavier Serra:
Characterization of Intonation in Carnatic Music by Parametrizing Pitch Histograms. ISMIR 2012: 199-204 - [c13]Mohamed Sordo, Joan Serrà, Gopala K. Koduri, Xavier Serra:
Extracting Semantic Information from an Online Carnatic Music Forum. ISMIR 2012: 355-360 - [c12]Justin Salamon, Joan Serrà, Emilia Gómez:
Melody, bass line, and harmony representations for music version identification. WWW (Companion Volume) 2012: 887-894 - [c11]Martín Haro, Joan Serrà, Alvaro Corral, Perfecto Herrera:
Power-law distribution in encoded MFCC frames of speech, music, and environmental sound signals. WWW (Companion Volume) 2012: 895-902 - [p2]Peter Grosche, Meinard Müller, Joan Serrà:
Audio Content-Based Music Retrieval. Multimodal Music Processing 2012: 157-174 - [i2]Joan Serrà, Alvaro Corral, Marián Boguñá, Martín Haro, Josep Lluís Arcos:
Measuring the evolution of contemporary western popular music. CoRR abs/1205.5651 (2012) - 2011
- [j3]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) - [c10]Joan Serrà, Carlos A. de los Santos, Ralph G. Andrzejak:
Nonlinear audio recurrence analysis with application to genre classification. ICASSP 2011: 169-172 - [c9]Joan Serrà, Gopala K. Koduri, Marius Miron, Xavier Serra:
Assessing the Tuning of Sung Indian Classical Music. ISMIR 2011: 157-162 - [c8]Gopala K. Koduri, Marius Miron, Joan Serrà, Xavier Serra:
Computational Approaches for the Understanding of Melody in Carnatic Music. ISMIR 2011: 263-268 - [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
- [j2]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) - [c7]Mathieu Lagrange, Joan Serrà:
Unsupervised Accuracy Improvement for Cover Song Detection Using Spectral Connectivity Network. ISMIR 2010: 595-600 - [p1]Joan Serrà, Emilia Gómez, Perfecto Herrera:
Audio Cover Song Identification and Similarity: Background, Approaches, Evaluation, and Beyond. Advances in Music Information Retrieval 2010: 307-332
2000 – 2009
- 2009
- [c6]Cyril Laurier, Owen Meyers, Joan Serrà, Martin Blech, Perfecto Herrera:
Music Mood Annotator Design and Integration. CBMI 2009: 156-161 - [c5]Dmitry Bogdanov, Joan Serrà, Nicolas Wack, Perfecto Herrera:
From Low-Level to High-Level: Comparative Study of Music Similarity Measures. ISM 2009: 453-458 - [c4]Joan Serrà, Massimiliano Zanin, Cyril Laurier, Mohamed Sordo:
Unsupervised Detection of Cover Song Sets: Accuracy Improvement and Original Identification. ISMIR 2009: 225-230 - [c3]Cyril Laurier, Mohamed Sordo, Joan Serrà, Perfecto Herrera:
Music Mood Representations from Social Tags. ISMIR 2009: 381-386 - 2008
- [j1]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) - [c2]Joan Serrà, Emilia Gómez:
Audio cover song identification based on tonal sequence alignment. ICASSP 2008: 61-64 - 2007
- [c1]Joan Serrà:
A Qualitative Assessment of Measures for the Evaluation of a Cover Song Identification System. ISMIR 2007: 319-322
Coauthor Index
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