Note:
This bibliographic page is archived and will no longer be updated.
For an up-to-date list of publications from the Music Technology Group see the
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Biblio
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Perfecto Herrera
Lifesoundtrack: an intergenerational musical experience to promote wellbeing in people with dementia while increasing community awareness
.
14th International Conference on Alzheimer's and Parkinson's Diseases.
Abstract
(2019).
The emotions that we perceive in music: the influence of language and lyrics comprehension on agreement
.
Workshop-Symposium on Research Methods in Music and Emotion.
Abstract
(2019).
MIRages: an account of music audio extractors, semantic description and context-awareness, in the three ages of MIR
.
Information and Communication Technologies.
241+xiii.
Abstract
(2018).
Connecting Time and Timbre: Computational Methods for Generative Rhythmic Loops in Symbolic and Signal Domains
.
Department of Information and Communication Technologies.
257.
Abstract
(2018).
A Study of Tonal Practises In Electronic Dance Music
.
Ninth European Music Analysis Conference .
Abstract
(2017).
Drum rhythm spaces: from global models to style-specifc maps
.
13th International Symposium on Computer Music Multidisciplinary Research (CMMR).
80-91.
(2017).
k-Best Hidden Markov Model Decoding for Unit Selection in Concatenative Sound Synthesis
.
International Symposium on Computer Music Multidisciplinary Research.
(2017).
The House Harmonic Filler: Interactive Exploration of Chord Sequences by Means of an Intuitive Representation
.
Third International Conference on Technologies for Music Notation and Representation.
Abstract
(2017).
A Multi-Profile Method for Key Estimation in EDM
.
AES International Conference on Semantic Audio.
Abstract
(2017).
Exploring the spontaneous expression of human finger-tapping
.
2nd Conference on Computer Simulation of Musical Creativity.
Abstract
(2017).
Environmental sound recognition using short-time feature aggregation
.
Journal of Intelligent Information Systems.
1-19.
(2017).
Rhythmic Concatenative Synthesis for Electronic Music: Techniques, Implementation, and Evaluation
.
Computer Music Journal. 41
(2), 21-37.
(2017).
Effects of voice, instrumentation and production on the recognition of emotions communicated by pop-rock songs
.
I Congreso Internacional de Psicología de la Música y la Interpretación Musical.
Abstract
(2017).
Semantic Modelling for User Interaction with Sonic Content
.
22nd Portuguese Conference on Pattern Recognition (RECPAD).
91-92.
(2016).
(2016).
Towards User-Tailored Creative Applications of Concatenative Synthesis in Electronic Dance Music
.
4th International Workshop on Musical Metacreation (MUME 2016).
Abstract
(2016).
Key Estimation in Electronic Dance Music
.
38th European Conference on Information Retrieval.
335-347.
Abstract
(2016).
Drumming with style: From user needs to a working prototype
.
16th International Conference on New Interfaces for Musical Expression.
365-370.
(2016).
An Interactive Software Instrument for Real-time Rhythmic Concatenative Synthesis
.
16th International Conference on New Interfaces for Musical Expression (NIME 2016).
383-387.
Abstract
(2016).
Cross-collection evaluation for music classification tasks
.
17th International Society for Music Information Retrieval Conference (ISMIR 2016).
Abstract
(2016).
An Evaluation Framework and Case Study for Rhythmic Concatenative Synthesis
.
17th International Society for Music Information Retrieval Conference (ISMIR 2016).
67-72.
Abstract
(2016).
Introduction to Intelligent Music Systems and Applications
.
ACM Transactions on Intelligent Systems and Applications. 8
(2), 17:1-17:8.
(2016).
Strictly Rhythm: Exploring the Effects of Identical Regions and Meter Induction in Rhythmic Similarity Perception
.
(
, Ed.).
Music, Mind, and Embodiment. CMMR 2015.
449-463.
(2016).
Target-Based Rhythmic Pattern Generation and Variation with Genetic Algorithms
.
Sound and Music Computing Conference 2015.
Abstract
(2015).
Two Data Sets for Tempo Estimation and Key Detection in Electronic Dance Music Annotated from User Corrections
.
16th International Society for Music Information Retrieval (ISMIR) Conference.
364-370.
Abstract
(2015).
PAD and SAD: Two awareness-weighted rhythmic similarity distances
.
16th International Society for Music Information Retrieval (ISMIR) Conference.
Abstract
(2015).
Strictly Rhythm: Exploring the effects of identical regions and meter induction in rhythmic similarity perception
.
11th International Symposium on Computer Music Multidisciplinary Research, CMMR 2015.
Abstract
(2015).
Life Soundtracking: promises and challenges of automated systems aimed to recovering meaningful music for Alzheimer's patients
.
International Workshop on Quantitative and Qualitative Music Therapy Research.
19.
Abstract
(2015).
Evaluating rhythm similarity distances: The effect of inducing the beat
.
Rhythm production and perception workshop.
57.
(2015).
There are places I remember: Personalized automatic creation of music playlists for Alzheimer’s patients
.
The Neurosciences and Music V.
(2014).
What is the Effect of Audio Quality on the Robustness of MFCCs and Chroma Features?
.
15th International Society for Music Information Retrieval Conference.
573-578.
Abstract
(2014).
(2014).
ESSENTIA: an Open-Source Library for Sound and Music Analysis
.
ACM International Conference on Multimedia (MM'13).
855-858.
Abstract
(2013).
Recurrence Quantification Analysis Features for Environmental Sound Recognition
.
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).
1-4.
(2013).
Automatic Description of Music for Analyzing Music Productions: A Study Case in Detecting Mellotron Sounds in Recordings
.
Art of Record Production Conference.
Abstract
(2013).
The roles of superficial amygdala and auditory cortex in music-evoked fear and joy
.
NeuroImage. 81
(1), 49-60.
(2013).
Aural-based detection and assessment of real versus artificially synchronized string quartet performance
.
3rd International Conference on Music & Emotion.
Abstract
(2013).
Computational Ethnomusicology: perspectives and challenges
.
Journal of New Music Research. 42
(2), 111-112.
(2013).
ESSENTIA: an Audio Analysis Library for Music Information Retrieval
.
International Society for Music Information Retrieval Conference (ISMIR'13).
493-498.
Abstract
(2013).
Semantic audio content-based music recommendation and visualization based on user preference examples
.
Information Processing & Management. 49
(1), 13-33.
Abstract
(2013).
Automatic Description Of Music For Analyzing Music Productions: A Case Study In Detecting Mellotron Sounds In Recordings
.
Journal on the Art of Record Production.
(2013).
MIRrors: Music Information Research reflects on its future
.
Journal of Intelligent Information Systems. 41
(3), 339-343.
(2013).
Representing Music as Work in Progress
.
Structuring Music through Markup Language: Designs and Architectures.
119-134.
(2013).
Characterization of the Freesound Online Community
.
Third International Workshop on Cognitive Information Processing.
279-284.
Abstract
(2012).
Taking Advantage of Editorial Metadata to Recommend Music
.
9th International Symposium on Computer Music Modeling and Retrieval (CMMR).
618-632.
Abstract
(2012).
Music Retagging Using Label Propagation and Robust Principal Component Analysis
.
21st International World Wide Web Conference (WWW 2012): 4th International Workshop on Advances in Music Information Research (AdMIRe 2012).
Abstract
(2012).
Power-Law Distribution in Encoded MFCC Frames of Speech, Music, and Environmental Sound Signals
.
21st International World Wide Web Conference (WWW 2012): 4th International Workshop on Advances in Music Information Research (AdMIRe 2012).
895-902.
(2012).
Factors in human recognition of timbre lexicons generated by data clustering
.
Sound and Music Computing Conference (SMC2012).
Abstract
(2012).
A Comparison of Sound Segregation Techniques for Predominant Instrument Recognition in Musical Audio Signals
.
13th International Society for Music Information Retrieval Conference (ISMIR 2012).
559-564.
Abstract
(2012).
Zipf's Law in Short-Time Timbral Codings of Speech, Music, and Environmental Sound Signals
.
PLoS ONE. 7
(3), e33993.
Abstract
(2012).
Characterization and exploitation of community structure in cover song networks
.
Pattern Recognition Letters. 33
(1), 1032–1041.
Abstract
(2012).
(2012).
Small world networks and creativity in audio clip sharing
.
International Journal of Social Network Mining (IJSNM). 1
(1), 112-127.
Abstract
(2012).
Support Vector Machine Active Learning for Music Mood Tagging
.
9th International Symposium on Computer Music Modeling and Retrieval (CMMR).
(2012).
(2011).
How much metadata do we need in music recommendation? A subjective evaluation using preference sets
.
International Society for Music Information Retrieval Conference (ISMIR).
Abstract
(2011).
Quantifying the relevance of locally extracted information for musical instrument recognition from entire pieces of music
.
International Society for Music Information Retrieval Conference (ISMIR).
Abstract
(2011).
A Content-based System for Music Recommendation and Visualization of User Preferences Working on Semantic Notions
.
9th International Workshop on Content-based Multimedia Indexing.
Abstract
(2011).
Tonal-based retrieval of Arabic and Middle-East music by automatic makam description
.
9th International Workshop on Content-based Multimedia Indexing.
Abstract
(2011).
Unifying Low-level and High-level Music Similarity Measures
.
IEEE Transactions on Multimedia. 13
(4), 687-701 .
Abstract
(2011).
(2011).
Cover song networks: analysis and accuracy increase
.
International Journal of Complex Systems in Science. 1,
55-59.
Abstract
(2011).
Music and speech in early development: automatic analysis and classification of prosodic features from two Portuguese variants
.
Journal of Portuguese Linguistics. 9/10,
11-36.
Abstract
(2011).
Tecnologías para el análisis del contenido musical de archivos sonoros y para la generación de nuevos metadatos
.
Boletín de la Asocación Española de Documentación Musical. 14,
28-38.
Abstract
(2011).
Content-based music recommendation based on user preference examples
.
The 4th ACM Conference on Recommender Systems. Workshop on Music Recommendation and Discovery (Womrad 2010).
Abstract
(2010).
Rocking around the clock eight days a week: an exploration of temporal patterns of music listening
.
1st Workshop On Music Recommendation And Discovery (WOMRAD), ACM RecSys, 2010, Barcelona, Spain.
Abstract
(2010).
Detection of polyphonic music note onsets by application of the Bayesian Theory of Surprise
.
ISCA Tutorial and Research Workshop on Statistical And Perceptual Audition.
Abstract
(2010).
Community structure in audio clip sharing
.
International Conference on INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS (INCoS 2010).
Abstract
(2010).
Graph grammar representation for collaborative sample-based music creation
.
5th Audio Mostly Conference: A Conference on Interaction with Sound.
Abstract
(2010).
The Musical Avatar - A visualization of musical preferences by means of audio content description
.
5th Audio Mostly Conference: A Conference on Interaction with Sound.
Abstract
(2010).
(2010).
Polyphonic Instrument Recognition for exploring semantic Similarities in Music
.
International Conference on Digital Audio Effects (DAFx).
Abstract
(2010).
Indexing Music by Mood: Design and Integration of an Automatic Content-based Annotator
.
Multimedia Tools and Applications. 48
(1), 161-184.
Abstract
(2010).
Audio cover song identification and similarity: background, approaches, evaluation, and beyond
.
(
, Ed.).
Advances in Music Information Retrieval. 274,
307-332.
Abstract
(2010).
Content-based retrieval from unstructured databases using an ecological acoustics taxonomy
.
International Community for the Auditory Display.
(2010).
Development of Perception and Representation of Rhythmic Information: Towards a Computational Model
.
2010 IEEE 9th International Conference on Development and Learning.
Abstract
(2010).
Ecological acoustics perspective for content-based retrieval of environmental sounds
.
EURASIP Journal on Audio, Speech, and Music Processing. 2010,
960863 .
Abstract
(2010).
Hybrid Music Similarity Measure
.
Music Information Retrieval Evaluation eXchange (MIREX) extended abstract.
Abstract
(2010).
Multi-Class Support Vector Machine Active Learning for Music Annotation
.
International Journal of Innovative Computing, Information and Control.
921-930.
Abstract
(2010).
Music classification using high-level models
.
Music Information Retrieval Evaluation eXchange (MIREX) extended abstract.
Abstract
(2010).
The Discipline formerly known as MIR
.
International Society for Music Information Retrieval (ISMIR) Conference, special session on The Future of MIR (fMIR).
Abstract
(2009).
Mood Cloud 2.0: Music Mood Browsing based on Social Networks
.
International Society for Music Information Research Conference (ISMIR).
Abstract
(2009).
Music and geography: content description of musical audio from different parts of the world
.
10th International Society for Music Information Retrieval Conference.
Abstract
(2009).
Music Mood Representations from Social Tags
.
International Society for Music Information Retrieval (ISMIR) Conference.
381-386.
Abstract
(2009).
Scalability, generality and temporal aspects in automatic recognition of predominant musical instruments in polyphonic music
.
Conference of the International Society for Music Information Retrieval (ISMIR).
Abstract
(2009).
(2009).
Polynomial Extrapolation for Prediction of Surprise Based on Loudness - A Preliminary Study
.
Sound and Music Computing Conference.
Abstract
(2009).
Detecting Solo Phrases in Music using Spectral and Pitch-related Descriptors
.
Journal of New Music Research. 38
(4), 343 - 356.
Abstract
(2009).
The Role of Loudness in Detection of Surprising Events in Music Recordings
.
7th Triennial Conference of European Society for the Cognitive Sciences of Music (ESCOM), 2009.
Abstract
(2009).
Music Retrieval based on a Multi-Samples Selection Strategy for Support Vector Machine Active Learning
.
24th Annual ACM Symposium on Applied Computing.
Abstract
(2009).
What/when causal expectation modelling applied to audio signals
.
Connection Science. 21
(2-3), 119 – 143.
Abstract
(2009).
Freesound Radio: supporting music creation by exploration of a sound database
.
Computational Creativity Support Workshop CHI09.
Abstract
(2009).
Music Mood Annotator Design and Integration
.
7th International Workshop on Content-Based Multimedia Indexing.
Abstract
(2009).
Automatic Detection of Emotion in Music: Interaction with Emotionally Sensitive Machines
.
(
, Ed.).
Handbook of Research on Synthetic Emotions and Sociable Robotics: New Applications in Affective Computing and Artificial Intelligence.
9-32.
(2009).
From Low-level to High-level: Comparative Study of Music Similarity Measures
.
IEEE International Symposium on Multimedia. Workshop on Advances in Music Information Research (AdMIRe).
Abstract
(2009).
From Low-level to Song-level Percussion Descriptors of Polyphonic Music
.
10th International Society for Music Information Retrieval Conference.
Abstract
(2009).
Hybrid Similarity Measures For Music Recommendation
.
Music Information Retrieval Evaluation eXchange (MIREX) extended abstract.
Abstract
(2009).
Music type groupers (MTG): generic music classification algorithms
.
Music Information Retrieval Evaluation eXchange (MIREX) extended abstract.
Abstract
(2009).
(2009).
A New Approach to Evaluating Novel Recommendations
.
2008 ACM Conference on Recommender Systems.
Abstract
(2008).
Modeling the Acquisition of Statistical Regularities in Tone Sequences
.
30th Annual Meeting of the Cognitive Science Society.
Abstract
(2008).
Statistical analysis of chroma features in western music predicts human judgments of tonality
.
Journal of New Music Research. 37
(4), 299-309.
Abstract
(2008).
Multimodal Music Mood Classification using Audio and Lyrics
.
International Conference on Machine Learning and Applications.
Abstract
(2008).
Computational Models of Music Perception and Cognition I: The Perceptual and Cognitive Processing Chain
.
Physics of Life Reviews. 5
(3), 151-168.
Abstract
(2008).
Computational Models of Music Perception and Cognition II: Domain-Specific Music Processing
.
Physics of Life Reviews. 5
(3), 169-182.
Abstract
(2008).
Chroma Binary Similarity and Local Alignment Applied to Cover Song Identification
.
IEEE Transactions on Audio, Speech and Language Processing. 16
(6), 1138-1151.
Abstract
(2008).
Transposing Chroma Representations to a Common Key
.
IEEE CS Conference on The Use of Symbols to Represent Music and Multimedia Objects.
45-48.
Abstract
(2008).
Investigació i educació en tecnologia musical a Catalunya
.
2n Congrés Internacional de Música a Catalunya.
Abstract
(2008).
Comparative Analysis of Music Recordings from Western and Non-Western traditions by Automatic Tonal Feature Extraction
.
Empirical Musicology Review. 3
(3), 140-156.
Abstract
(2008).
Relevance Feedback in An Adaptive Space with One-Class SVM for Content-Based Music Retrieval
.
IEEE International Conference on Audio, Language and Image Processing 2008.
Abstract
(2008).
Computational Models of Similarity for Drum Samples
.
IEEE Transactions on Audio, Speech, and Language Processing . 16
(2), 408-423.
Abstract
(2008).
Comparative analysis of music recordings from western and non-western traditions by automatic tonal feature extraction and data mining
.
4th Conference on Interdisciplinary Musicology (CIM08).
(2008).
Content Processing of Music Audio Signals
.
(
, Ed.).
Sound to Sense, Sense to Sound: A State of the Art in Sound and Music Computing.
83-160.
Abstract
(2008).
The Development of Melodic Representations at Early Age: Towards a Computational Model.
.
Music, Language and the Mind 2008.
Abstract
(2008).
Improving binary similarity and local alignment for cover song detection
.
Music Information Retrieval Evaluation eXchange (MIREX) extended abstract.
Abstract
(2008).
Mood Cloud : A Real-Time Music Mood Visualization Tool
.
CMMR, Computer Music Modeling and Retrieval.
Abstract
(2008).
A Novel Music Retrieval System with Relevance Feedback
.
Third International Conference on Innovative Computing, Information and Control.
Abstract
(2008).
(2008).
A basic system for music genre classification
.
International Conference on Music Information Retrieval.
Abstract
(2007).
Comparing audio descriptors for singing voice detection in music audio files
.
11º Simpósio Brasileiro de Computação Musical (SBCM07).
Abstract
(2007).
Audio music mood classification using support vector machine
.
International Society for Music Information Research Conference (ISMIR).
Abstract
(2007).
(2007).
Computational Modeling of Statistical Learning of Tone Sequences (Poster)
.
International Conference on Cognitive and Neural Systems (ICCNS 2007).
Abstract
(2007).
Expectation Along The Beat A Use Case For Music Expectation Models
.
International Computer Music Conference.
Abstract
(2007).
Towards better automatic genre classifiers by means of understanding human decisions on genre discrimination
.
International Conference on Music Perception and Cognition.
326-327.
Abstract
(2006).
Bridging the Music Semantic Gap
.
Workshop on Mastering the Gap: From Information Extraction to Semantic Representation. 187,
Abstract
(2006).
(2006).
Algorithmic Prediction of Music Complexity Judgements
.
9th International Conference on Music Perceptionand Cognition.
Abstract
(2006).
Automatic Classification of Pitched Musical Instrument Sounds
.
(
, Ed.).
Signal Processing Methods for Music Transcription.
Abstract
(2006).
Automatic Tonal Analysis from Music Summaries for Version Identification
.
AES 121th Convention.
Abstract
(2006).
Good Vibrations: Music Discovery through Personal Musical Concepts
.
7th International Conference on Music Information Retrieval (ISMIR).
Abstract
(2006).
(2006).
Search Sounds An audio crawler focused on weblogs
.
7th International Conference on Music Information Retrieval (ISMIR).
Abstract
(2006).
(2006).
SIMAC Semantic interaction with music audio contents
.
2nd European Workshop on the Integration of Knowledge, Semantic and Digital Media Technologies.
Abstract
(2005).
An Industrial-Strength Content-based Music Recommendation System
.
28th Annual International ACM SIGIR Conference.
Abstract
(2005).
(2005).
The Rhythm Transform: Towards A Generic Rhythm Description
.
International Computer Music Conference.
1311.
Abstract
(2005).
(2005).
Foafing the music: A music recommendation system based on RSS feeds and user preferences
.
6th International Conference on Music Information Retrieval (ISMIR).
464-467.
Abstract
(2005).
Getting music recommendations and filtering newsfeeds from FOAF descriptions
.
1st Workshop on Scripting for the Semantic Web co-located with the 2nd European Semantic Web Conference).
Abstract
(2005).
Mucosa a music content semantic annotator
.
6th International Conference on Music Information Retrieval (2005).
Abstract
(2005).
Nearest-Neighbor Automatic Sound Classification with a WordNet Taxonomy
.
Journal of Intelligent Information Systems. 24,
99-111.
Abstract
(2005).
(2005).
Towards a Semantic Descriptor of Subjective Intensity in Music
.
International Computer Music Conference.
Abstract
(2005).
Computing Structural Descriptions of Music through the Identification of Representative Excerpts from Audio Files
.
International Computer Music Conference (ICMC).
Abstract
(2004).
Estimating The Tonality Of Polyphonic Audio Files Cognitive Versus Machine Learning Modelling Strategies
.
5th International Society for Music Information Retrieval (ISMIR) Conference.
92-95.
Abstract
(2004).
Hierarchical organization and visualization of drum sample libraries
.
7th International Conference on Digital Audio Effects (DAFx'04).
Abstract
(2004).
Morphological sound description computational model and usability evaluation
.
AES 116th Convention.
Abstract
(2004).
Percussion Classification in polyphonic audio recordings using localized sound models
.
5th International Conference on Music Information Retrieval (ISMIR'04).
Abstract
(2004).
Percussion-related Semantic Descriptors of Music Audio Files
.
AES 25th International Conference.
Abstract
(2004).
Semantic interaction with music content using FOAF
.
Proceedings of 1st Workshop on Friend of a Friend, Social Networking and the Semantic Web.
Abstract
(2004).
Sound Effect Taxonomy Management in Production Environments
.
25th AES International Conference. Metadata for Audio.
Abstract
(2004).
Tools for Content-Based Retrieval and Transformation of Audio Using MPEG-7 The SPOffline and the MDTools
.
25th AES International Conference. Metadata for Audio.
Abstract
(2004).
Toward Describing Perceived Complexity of Songs Computational Methods and Implementation
.
25th AES International Conference: Metadata for Audio .
Abstract
(2004).
Towards computational morphological sound description
.
Musicnetwork Workshop - IRCAM Ressonances.
(2003).
(2003).
(2003).
A beat induction method for musical audio signals
.
4th WIAMIS - Special session on audio segmentation and digital music.
Abstract
(2003).
Using morphological description for generic sound retrieval
.
International Conference on Music Information Retrieval.
Abstract
(2003).
(2003).
(2003).
The CUIDADO Project
.
3rd International Society for Music Information Retrieval (ISMIR) Conference.
197-203.
Abstract
(2002).
Automatic classification of drum sounds a comparison of feature selection methods and classification techniques
.
International Conference on Music and Artificial Intelligence (ICMAI).
Abstract
(2002).
(2001).
(2001).
(2001).
Towards Instrument Segmentation for Music Content Description a Critical Review of Instrument Classification Techniques
.
International Conference on Music Information Retrieval.
Abstract
(2000).
Audio Descriptors and Descriptor Schemes in the Context of MPEG-7
.
International Computer Music Conference.
Abstract
(1999).
A proposal for the description of audio in the context of MPEG-7
.
European Workshop on Content-Based Multimedia Indexing.
Abstract
(1999).
Els nous mitjans per a l'experimentació musical quan la tecnologia esdevé quelcom més que una eina
.
Transversal. Revista de cultura contemporània. 8,
(1999).
Vibrato Extraction and Parameterization in the Spectral Modeling Synthesis framework
.
Digital Audio Effects 1998.
Abstract
(1998).
Integrating Complementary Spectral Models in the Design of a Musical Synthesizer
.
International Computer Music Conference.
Abstract
(1997).
(1996).
(1996).
(1996).
(1996).