List of works - Xavier Serra

A Corpus for Computational Research of Turkish Makam Music

article

A Data Mining Approach to Expressive Music Performance Modeling

A Deep Multimodal Approach for Cold-start Music Recommendation

scholarly article published 2017

A Genetic Rule-Based Model of Expressive Performance for Jazz Saxophone

article

A Rule-Based Evolutionary Approach to Music Performance Modeling

A Semantic Hybrid Approach for Sound Recommendation

article

Acoustic Cues to Beat Induction: A Machine Learning Perspective

scholarly article by Fabien Gouyon et al published December 2006 in Music Perception

An evaluation of methodologies for melodic similarity in audio recordings of Indian art music

An open corpus for the computational research of arab-andalusian music

Analysis of the Impact of a Tag Recommendation System in a Real-World Folksonomy

scholarly article by Frederic Font et al published 22 September 2015 in ACM transactions on intelligent systems and technology

Automatic Performer Identification in Celtic Violin Audio Recordings

Automatic Tonic Identification in Indian Art Music: Approaches and Evaluation

Automatic performer identification in commercial monophonic Jazz performances

Characterization and exploitation of community structure in cover song networks

article by Joan Serrà et al published July 2012 in Pattern Recognition Letters

Characterization of the Freesound online community

Class-based tag recommendation and user-based evaluation in online audio clip sharing

article

Computational models of music perception and cognition I: The perceptual and cognitive processing chain

Computational models of music perception and cognition II: Domain-specific music processing

Creating Corpora for Computational Research in Arab-Andalusian Music

Creating an A Cappella Singing Audio Dataset for Automatic Jingju Singing Evaluation Research

Cross recurrence quantification for cover song identification

article by Joan Serrà et al published 15 September 2009 in New Journal of Physics

Designing efficient architectures for modeling temporal features with convolutional neural networks

scholarly article published March 2017

Discovering expressive transformation rules from saxophone jazz performances

article

Discovering rāga motifs by characterizing communities in networks of melodic patterns

ELMDist: A Vector Space Model with Words and MusicBrainz Entities

ESSENTIA

article published in 2013

Ecological Acoustics Perspective for Content-Based Retrieval of Environmental Sounds

scholarly article by Gerard Roma et al published 2010 in EURASIP Journal on Audio, Speech, and Music Processing

Experimenting with musically motivated convolutional neural networks

scholarly article published June 2016

Expressive Concatenative Synthesis by Reusing Samples from Real Performance Recordings

article

Extending Tagging Ontologies with Domain Specific Knowledge

scientific article published in proceedings of the iswc 2014 posters & demonstrations track

FOAFing the music: Bridging the semantic gap in music recommendation

Folksonomy-Based Tag Recommendation for Collaborative Tagging Systems

Freesound technical demo

In Search of Automatic Rhythm Analysis Methods for Turkish and Indian Art Music

Indexing music by mood: design and integration of an automatic content-based annotator

Information extraction for knowledge base construction in the music domain

Intonation Analysis of Rāgas in Carnatic Music

Linking Scores and Audio Recordings in Makam Music of Turkey

Mining Melodic Patterns in Large Audio Collections of Indian Art Music

Mining metadata from the web for AcousticBrainz

Multimodal Deep Learning for Music Genre Classification

scientific article published in 2018

Music perception with current signal processing strategies for cochlear implants

scholarly article published 2011

Natural language processing for music knowledge discovery

scholarly article published on 5 July 2018

Performance-Based Interpreter Identification in Saxophone Audio Recordings

Phrase-based rĀga recognition using vector space modeling

Quantitative analysis of the relationship between linguistic tones and melody in jingju using music scores

Rāga Recognition based on Pitch Distribution Methods

Signal Processing for Sound Synthesis: Computer-Generated Sounds and Music for All [From the Guest Editors]

scholarly article by Vesa Valimaki et al published March 2007 in IEEE: Signal Processing Magazine

Sound Sharing and Retrieval

Sound and Music Computing: Challenges and Strategies

article

Sound and Music Recommendation with Knowledge Graphs

Spectral Modeling Synthesis: A Sound Analysis/Synthesis System Based on a Deterministic Plus Stochastic Decomposition

article

State of the Art and Future Directions in Musical Sound Synthesis

article published in 2007

List of works by Xavier Serra

A Corpus for Computational Research of Turkish Makam Music

A Data Mining Approach to Expressive Music Performance Modeling

A Deep Multimodal Approach for Cold-start Music Recommendation

A Genetic Rule-Based Model of Expressive Performance for Jazz Saxophone

A Rule-Based Evolutionary Approach to Music Performance Modeling

A Semantic Hybrid Approach for Sound Recommendation

Acoustic Cues to Beat Induction: A Machine Learning Perspective

An evaluation of methodologies for melodic similarity in audio recordings of Indian art music

An open corpus for the computational research of arab-andalusian music

Analysis of the Impact of a Tag Recommendation System in a Real-World Folksonomy

Automatic Performer Identification in Celtic Violin Audio Recordings

Automatic Tonic Identification in Indian Art Music: Approaches and Evaluation

Automatic performer identification in commercial monophonic Jazz performances

Characterization and exploitation of community structure in cover song networks

Characterization of the Freesound online community

Class-based tag recommendation and user-based evaluation in online audio clip sharing

Computational models of music perception and cognition I: The perceptual and cognitive processing chain

Computational models of music perception and cognition II: Domain-specific music processing

Creating Corpora for Computational Research in Arab-Andalusian Music

Creating an A Cappella Singing Audio Dataset for Automatic Jingju Singing Evaluation Research

Cross recurrence quantification for cover song identification

Designing efficient architectures for modeling temporal features with convolutional neural networks

Discovering expressive transformation rules from saxophone jazz performances

Discovering rāga motifs by characterizing communities in networks of melodic patterns

ELMDist: A Vector Space Model with Words and MusicBrainz Entities

ESSENTIA

Ecological Acoustics Perspective for Content-Based Retrieval of Environmental Sounds

Experimenting with musically motivated convolutional neural networks

Expressive Concatenative Synthesis by Reusing Samples from Real Performance Recordings

Extending Tagging Ontologies with Domain Specific Knowledge

FOAFing the music: Bridging the semantic gap in music recommendation

Folksonomy-Based Tag Recommendation for Collaborative Tagging Systems

Freesound technical demo

In Search of Automatic Rhythm Analysis Methods for Turkish and Indian Art Music

Indexing music by mood: design and integration of an automatic content-based annotator

Information extraction for knowledge base construction in the music domain

Intonation Analysis of Rāgas in Carnatic Music

Linking Scores and Audio Recordings in Makam Music of Turkey

Mining Melodic Patterns in Large Audio Collections of Indian Art Music

Mining metadata from the web for AcousticBrainz

Multimodal Deep Learning for Music Genre Classification

Music perception with current signal processing strategies for cochlear implants

Natural language processing for music knowledge discovery

Performance-Based Interpreter Identification in Saxophone Audio Recordings

Phrase-based rĀga recognition using vector space modeling

Quantitative analysis of the relationship between linguistic tones and melody in jingju using music scores

Rāga Recognition based on Pitch Distribution Methods

Signal Processing for Sound Synthesis: Computer-Generated Sounds and Music for All [From the Guest Editors]

Sound Sharing and Retrieval

Sound and Music Computing: Challenges and Strategies

Sound and Music Recommendation with Knowledge Graphs

Spectral Modeling Synthesis: A Sound Analysis/Synthesis System Based on a Deterministic Plus Stochastic Decomposition

State of the Art and Future Directions in Musical Sound Synthesis

Statistical Analysis of Chroma Features in Western Music Predicts Human Judgments of Tonality

The Musical Communication Chain and its Modeling

Timbre analysis of music audio signals with convolutional neural networks

What/when causal expectation modelling applied to audio signals