2021

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Audio and Music Analysis on the Web using Essentia.js
Albin Andrew Correya | Jorge Marcos-Fernández | Luis Joglar-Ongay | Pablo Alonso-Jiménez | Xavier Serra | Dmitry Bogdanov
2021 Volume 4 Issue 1

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Emotion Embedding Spaces for Matching Music to Stories
Minz Won | Justin Salamon | Nicholas J. Bryan | Gautham J. Mysore | Xavier Serra
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

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Semi-supervised Music Tagging Transformer
Minz Won | Keunwoo Choi | Xavier Serra
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

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Break the Loop: Gender Imbalance in Music Recommenders
Andres Ferraro | Xavier Serra | Christine Bauer
CHIIR '21: ACM SIGIR Conference on Human Information Interaction and Retrieval, Canberra, ACT, Australia, March 14-19, 2021

2020

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Search Result Clustering in Collaborative Sound Collections
Xavier Favory | Frederic Font | Xavier Serra
Proceedings of the 2020 on International Conference on Multimedia Retrieval, ICMR 2020, Dublin, Ireland, June 8-11, 2020

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Balancing Exposure and Relevance in Academic Search
Andres Ferraro | Lorenzo Porcaro | Xavier Serra
Proceedings of the Twenty-Ninth Text REtrieval Conference, TREC 2020, Virtual Event [Gaithersburg, Maryland, USA], November 16-20, 2020

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Essentia.js: A JavaScript Library for Music and Audio Analysis on the Web
Albin Andrew Correya | Dmitry Bogdanov | Luis Joglar-Ongay | Xavier Serra
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

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The Freesound Loop Dataset and Annotation Tool
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
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2019

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A Dataset of Rhythmic Pattern Reproductions and Baseline Automatic Assessment System
Felipe Falcão | Baris Bozkurt | Xavier Serra | Nazareno Andrade | Ozan Baysal
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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Da-TACOS: A Dataset for Cover Song Identification and Understanding
Furkan Yesiler | Chris Tralie | Albin Andrew Correya | Diego Furtado Silva | Philip Tovstogan | Emilia Gómez | Xavier Serra
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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Contributing to New Musicological Theories with Computational Methods: The Case of Centonization in Arab-Andalusian Music
Thomas Nuttall | Miguel García-Casado | Víctor Núñez-Tarifa | Rafael Caro Repetto | Xavier Serra
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

2018

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Multimodal Deep Learning for Music Genre Classification
Sergio Oramas | Francesco Barbieri | Oriol Nieto | Xavier Serra
2018 Volume 1 Issue 1

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End-to-end Learning for Music Audio Tagging at Scale
Jordi Pons | Oriol Nieto | Matthew Prockup | Erik M. Schmidt | Andreas F. Ehmann | Xavier Serra
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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Audio-Aligned Jazz Harmony Dataset for Automatic Chord Transcription and Corpus-based Research
Vsevolod Eremenko | Emir Demirel | Baris Bozkurt | Xavier Serra
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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Transfer Learning of Artist Group Factors to Musical Genre Classification
Jaehun Kim | Minz Won | Xavier Serra | Cynthia C. S. Liem
Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018

2017

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Sound and Music Recommendation with Knowledge Graphs
Sergio Oramas | Vito Claudio Ostuni | Tommaso Di Noia | Xavier Serra | Eugenio Di Sciascio
2017 Volume 8 Issue 2

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Quantitative analysis of the relationship between linguistic tones and melody in jingju using music scores
Rafael Caro Repetto | Shuo Zhang | Xavier Serra
Proceedings of the 4th International Workshop on Digital Libraries for Musicology, DLfM 2017, Shanghai, China, October 28, 2017

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Creating an A Cappella Singing Audio Dataset for Automatic Jingju Singing Evaluation Research
Rong Gong | Rafael Caro Repetto | Xavier Serra
Proceedings of the 4th International Workshop on Digital Libraries for Musicology, DLfM 2017, Shanghai, China, October 28, 2017

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Metrical-Accent Aware Vocal Onset Detection in Polyphonic Audio
Georgi Dzhambazov | Andre Holzapfel | Ajay Srinivasamurthy | Xavier Serra
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Informed Automatic Meter Analysis of Music Recordings
Ajay Srinivasamurthy | Andre Holzapfel | Xavier Serra
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Freesound Datasets: A Platform for the Creation of Open Audio Datasets
Eduardo Fonseca | Jordi Pons | Xavier Favory | Frederic Font | Dmitry Bogdanov | Andres Ferraro | Sergio Oramas | Alastair Porter | Xavier Serra
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Audio to Score Matching by Combining Phonetic and Duration Information
Rong Gong | Jordi Pons | Xavier Serra
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Understanding the Expressive Functions of Jingju Metrical Patterns Through Lyrics Text Mining
Shuo Zhang | Rafael Caro Repetto | Xavier Serra
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Score-Informed Syllable Segmentation for A Cappella Singing Voice with Convolutional Neural Networks
Jordi Pons | Rong Gong | Xavier Serra
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Quantifying Music Trends and Facts Using Editorial Metadata from the Discogs Database
Dmitry Bogdanov | Xavier Serra
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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A Collection of Music Scores for Corpus Based Jingju Singing Research
Rafael Caro Repetto | Xavier Serra
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Multi-Label Music Genre Classification from Audio, Text and Images Using Deep Features
Sergio Oramas | Oriol Nieto | Francesco Barbieri | Xavier Serra
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

2016

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Time-Delayed Melody Surfaces for Rāga Recognition
Sankalp Gulati | Joan Serrà | Kaustuv Kanti Ganguli | Sertan Sentürk | Xavier Serra
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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On the Use of Note Onsets for Improved Lyrics-To-Audio Alignment in Turkish Makam Music
Georgi Dzhambazov | Ajay Srinivasamurthy | Sertan Sentürk | Xavier Serra
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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Data-Driven Exploration of Melodic Structure in Hindustani Music
Kaustuv Kanti Ganguli | Sankalp Gulati | Xavier Serra | Preeti Rao
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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Good-sounds.org: A Framework to Explore Goodness in Instrumental Sounds
Giuseppe Bandiera | Oriol Romani Picas | Hiroshi Tokuda | Wataru Hariya | Koji Oishi | Xavier Serra
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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Cross-Collection Evaluation for Music Classification Tasks
Dmitry Bogdanov | Alastair Porter | Perfecto Herrera | Xavier Serra
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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Tempo Estimation for Music Loops and a Simple Confidence Measure
Frederic Font | Xavier Serra
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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Exploring Customer Reviews for Music Genre Classification and Evolutionary Studies
Sergio Oramas | Luis Espinosa Anke | Aonghus Lawlor | Xavier Serra | Horacio Saggion
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

2015

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Analysis of the Impact of a Tag Recommendation System in a Real-World Folksonomy
Frederic Font | Joan Serrà | Xavier Serra
2015 Volume 7 Issue 1

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AcousticBrainz: A Community Platform for Gathering Music Information Obtained from Audio
Alastair Porter | Dmitry Bogdanov | Robert Kaye | Roman Tsukanov | Xavier Serra
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Searching Lyrical Phrases in A-Capella Turkish Makam Recordings
Georgi Dzhambazov | Sertan Sentürk | Xavier Serra
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Improving Melodic Similarity in Indian Art Music Using Culture-Specific Melodic Characteristics
Sankalp Gulati | Joan Serrà | Xavier Serra
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Comparison of the Singing Style of Two Jingju Schools
Rafael Caro Repetto | Rong Gong | Nadine Kroher | Xavier Serra
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Discovery of Syllabic Percussion Patterns in Tabla Solo Recordings
Swapnil Gupta | Ajay Srinivasamurthy | Manoj Kumar | Hema A. Murthy | Xavier Serra
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Particle Filters for Efficient Meter Tracking with Dynamic Bayesian Networks
Ajay Srinivasamurthy | Andre Holzapfel | Ali Taylan Cemgil | Xavier Serra
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Predicting Pairwise Pitch Contour Relations Based on Linguistic Tone Information in Beijing Opera Singing
Shuo Zhang | Rafael Caro Repetto | Xavier Serra
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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A Semantic-Based Approach for Artist Similarity
Sergio Oramas | Mohamed Sordo | Luis Espinosa Anke | Xavier Serra
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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A Semantic Hybrid Approach for Sound Recommendation
Vito Claudio Ostuni | Tommaso Di Noia | Eugenio Di Sciascio | Sergio Oramas | Xavier Serra
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

2014

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What is the Effect of Audio Quality on the Robustness of MFCCs and Chroma Features?
Julián Urbano | Dmitry Bogdanov | Perfecto Herrera | Emilia Gómez | Xavier Serra
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

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Transcription and Recognition of Syllable based Percussion Patterns: The Case of Beijing Opera
Ajay Srinivasamurthy | Rafael Caro Repetto | Sundar Harshavardhan | Xavier Serra
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

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Study of the Similarity between Linguistic Tones and Melodic Pitch Contours in Beijing Opera Singing
Shuo Zhang | Rafael Caro Repetto | Xavier Serra
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

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Creating a Corpus of Jingju (Beijing Opera) Music and Possibilities for Melodic Analysis
Rafael Caro Repetto | Xavier Serra
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

2013

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Essentia: An Audio Analysis Library for Music Information Retrieval
Dmitry Bogdanov | Nicolas Wack | Emilia Gómez | Sankalp Gulati | Perfecto Herrera | Oscar Mayor | Gerard Roma | Justin Salamon | José Ricardo Zapata | Xavier Serra
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

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Score Informed Tonic Identification for Makam Music of Turkey
Sertan Sentürk | Sankalp Gulati | Xavier Serra
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

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Dunya: A System to Browse Audio Music Collections Exploiting Cultural Context
Alastair Porter | Mohamed Sordo | Xavier Serra
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

2012

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A Multipitch Approach to Tonic Identification in Indian Classical Music
Justin Salamon | Sankalp Gulati | Xavier Serra
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

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Extracting Semantic Information from an Online Carnatic Music Forum
Mohamed Sordo | Joan Serrà | Gopala K. Koduri | Xavier Serra
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

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Characterization of Intonation in Carnatic Music by Parametrizing Pitch Histograms
Gopala K. Koduri | Joan Serrà | Xavier Serra
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

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Folksonomy-based Tag Recommendation for Online Audio Clip Sharing
Frederic Font | Joan Serrà | Xavier Serra
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

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Characterization of Embellishments in Ney Performances of Makam Music in Turkey
Tan Hakan Özaslan | Xavier Serra | Josep Lluís Arcos
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

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Data gathering for a culture specific approach in MIR
Xavier Serra
Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)

2011

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Computational Approaches for the Understanding of Melody in Carnatic Music
Gopala K. Koduri | Marius Miron | Joan Serrà | Xavier Serra
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011

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Assessing the Tuning of Sung Indian Classical Music
Joan Serrà | Gopala K. Koduri | Marius Miron | Xavier Serra
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011

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A Multicultural Approach in Music Information Research
Xavier Serra
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011

2000

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Towards Instrument Segmentation for Music Content Description: a Critical Review of Instrument Classification Techniques
Perfecto Herrera-Boyer | Xavier Amatriain | Eloi Batlle | Xavier Serra
ISMIR 2000, 1st International Symposium on Music Information Retrieval, Plymouth, Massachusetts, USA, October 23-25, 2000, Proceedings