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For an up-to-date list of publications from the Music Technology Group see the
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Biblio
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Emilia Gomez
A Framework for Multi-f0 Modeling in SATB Choir Recordings
.
Sound and Music Computing Conference.
447-453.
Abstract
(2019).
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).
A Model for Evaluating Popularity and Semantic Information Variations in Radio Listening Sessions
.
1st Workshop on the Impact of Recommender Systems (ImpactRS), at the 13th ACM Conference on Recommender Systems (RecSys 2019).
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).
End-to-End Sound Source Separation Conditioned On Instrument Labels
.
2019 International Conference on Acoustics, Speech, and Signal Processing.
Abstract
(2019).
A Vocoder Based Method For Singing Voice Extraction
.
44th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019).
Abstract
(2019).
Open Broadcast Media Audio from TV: A Dataset of TV Broadcast Audio with Relative Music Loudness Annotations
.
Transactions of the International Society for Music Information Retrieval (TISMIR). 2
(1), 43-51.
Abstract
(2019).
20 Years of automatic chord recognition from audio
.
International Society for Music Information Retrieval (ISMIR).
Abstract
(2019).
20 Years of Playlists: A Statistical Analysis on Popularity and Diversity
.
20th Conference of the International Society for Music Information Retrieval (ISMIR 2019).
Abstract
(2019).
Da-TACOS: A dataset for cover song identification and understanding
.
International Society for Music Information Retrieval (ISMIR).
Abstract
(2019).
Music recommendation diversity: a tentative framework and preliminary results
.
20th annual conference of the International Society for Music Information Retrieval (ISMIR).
Abstract
(2019).
Mapping by Observation: Building a User-Tailored Conducting System From Spontaneous Movements
.
Frontiers on Digital Humanities.
Abstract
(2019).
A multidisciplinary task-based perspective for evaluating the impact of AI autonomy and generality on the future of work
.
Workshop on architectures and evaluation for generality, autonomy and progress in AI, IJCAI-ECAI 2018, AAMAS 2018 AND ICML 2018.
(2018).
Deep Learning for Singing Processing: Achievements, Challenges and Impact on Singers and Listeners
.
Keynote speech, 2018 Joint Workshop on Machine Learning for Music. The Federated Artificial Intelligence Meeting (FAIM), a joint workshop program of ICML, IJCAI/ECAI, and AAMAS.
(2018).
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).
CANTE FLAMENCO TECH: Aprendizaje del cante con la ayuda de la tecnología
.
V Congreso Interdisciplinar INVESTIGACIÓN Y FLAMENCO (INFLA).
Abstract
(2018).
Source Separation Methods for Orchestral Music: Timbre-Informed and Score-Informed Strategies
.
Department of Information and Communication Technologies.
299.
Abstract
(2018).
Analysis of Intonation in Unison Choir Singing
.
15th International Conference on Music Perception and Cognition (ICMPC).
(2018).
Automatic Transcription of Flamenco Guitar Falsetas
.
International Workshop on Folk Music Analysis.
(2018).
Timbre Analysis of Music Audio Signals with Convolutional Neural Networks
.
25th European Signal Processing Conference (EUSIPCO).
(2017).
Monaural score-informed source separation for classical music using convolutional neural networks
.
18th International Society for Music Information Retrieval Conference.
(2017).
An Analysis/Synthesis Framework for Automatic F0 Annotation of Multitrack Datasets
.
18th International Society for Music Information Retrieval Conference.
Abstract
(2017).
Correspondence between audio and visual deep models for musical instrument detection in video recordings
.
18th International Society for Music Information Retrieval Conference (ISMIR2017, LBD).
Abstract
(2017).
Visual music transcription of clarinet video recordings trained with audio-based labelled data
.
ICCV 2017 Workshop on Computer Vision for Audio-Visual Media (CVAVM).
Abstract
(2017).
Generating data to train convolutional neural networks for classical music source separation
.
Proceedings of the 14th Sound and Music Computing Conference.
227-233.
(2017).
Acoustic scene classification by ensembling gradient boosting machine and convolutional neural networks
.
Workshop on Detection and Classification of Acoustic Scenes and Events.
Abstract
(2017).
Musical Instrument Recognition in User-generated Videos using a Multimodal Convolutional Neural Network Architecture
.
ACM International Conference on Multimedia Retrieval.
Abstract
(2017).
Monoaural Audio Source Separation Using Deep Convolutional Neural Networks
.
13th International Conference on Latent Variable Analysis and Signal Separation (LVA ICA2017).
(2017).
Towards the Prediction of Dyslexia by a Web-based Game with Musical Elements
.
The 14th International Web for All Conference .
4-7.
Abstract
(2017).
Multimedia Technologies for Enriched Music Performance, Production and Consumption
.
IEEE Mutlimedia Magazine . 24
(01), 20-23.
Abstract
(2017).
(2017).
From Heuristics-Based to Data-Driven Audio Melody Extraction
.
Department of Information and Communication Technologies.
Abstract
(2017).
Musical Interaction Based on the Conductor Metaphor
.
Department of Information and Communication Technologies.
Abstract
(2017).
On the Interrelation between Listener Characteristics and the Perception of Emotion in Classical Orchestra Music
.
IEEE Transactions on Affective Computing.
Abstract
(2017).
A Comparison of Melody Extraction Methods Based on Source-Filter Modelling
.
17th International Society for Music Information Retrieval Conference (ISMIR 2016).
571-577.
(2016).
Automatic musical instrument recognition in audiovisual recordings by combining image and audio classification strategies
.
13th Sound and Music Computing Conference (SMC 2016).
Abstract
(2016).
Melody extraction based on a source-filter model using pitch contour selection
.
13th Sound and Music Computing Conference (SMC 2016).
67-74.
Abstract
(2016).
Key Estimation in Electronic Dance Music
.
38th European Conference on Information Retrieval.
335-347.
Abstract
(2016).
Score-Informed Source Separation for Multichannel Orchestral Recordings
.
Journal of Electrical and Computer Engineering. 2016,
Abstract
(2016).
Becoming the Maestro - A Game to Enhance Curiosity for Classical Music
.
2016 8th International Conference on Games and Virtual Worlds for Serious Applications (VS-GAMES).
1-4.
(2016).
Immersive Orchestras: audio processing for orchestral music VR content
.
VSGAMES 2016 - 8th International Conference on Virtual Worlds and Games for Serious Applications.
Abstract
(2016).
An analysis of agreement in classical music perception and its relationship to listener characteristics
.
17th International Society for Music Information Retrieval Conference (ISMIR 2016).
578-583.
Abstract
(2016).
Music Information Retrieval:
Overview, Recent Developments and Future Challenges
.
17th International Society for Music Information Retrieval (ISMIR) Conference.
11-12.
Abstract
(2016).
Evaluation and Combination of Pitch Estimation Methods for Melody Extraction in Symphonic Classical Music
.
Journal of New Music Research . 45
(2), 101-117.
(2016).
Automatic Transcription of Flamenco Singing From Polyphonic Music Recordings
.
IEEE/ACM Transactions on Audio, Speech, and Language Processing. 25
(5), 901-913.
Abstract
(2016).
Melodic Contour and Mid-Level Global Features Applied to the Analysis of Flamenco Cantes
.
Journal of New Music Research .
Abstract
(2016).
Analyzing the influence of pitch quantization and note segmentation on singing voice alignment in the context of audio-based Query-by-Humming
.
Sound and Music Computing Conference.
(2015).
Correlations Between Musical Descriptors and Emotions Recognized in Beethoven’s Eroica
.
Ninth Triennial Conference of the European Society for the Cognitive Sciences of Music (ESCOM).
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).
(2015).
FlaBase: Towards the Creation of a Flamenco Music Knowledge Base
.
16th International Society for Music Information Retrieval Conference.
Abstract
(2015).
Melody extraction by means of a source-filter model and pitch contour characterization (MIREX 2015)
.
Music Information Retrieval Evaluation eXchange (MIREX).
(2015).
Melovizz: A Web-based tool for Score-Informed Melody Extraction Visualization
.
ISMIR (Late Breaking Demo).
(2015).
Multi-feature beat tracking
.
IEEE/ACM Transactions on Audio, Speech, and Language Processing. 22
(4), 816 - 825 .
Abstract
(2014).
There are places I remember: Personalized automatic creation of music playlists for Alzheimer’s patients
.
The Neurosciences and Music V.
(2014).
Computational models for perceived melodic similarity in a cappella flamenco cantes
.
15th International Society for Music Information Retrieval Conference.
(2014).
MIR.EDU: AN OPEN-SOURCE LIBRARY FOR TEACHING SOUND AND MUSIC DESCRIPTION
.
International Society for Music Information Retrieval conference.
Late Breaking Demo.
(2014).
Systematic multi-scale set-class analysis
.
15th International Society for Music Information Retrieval (ISMIR) Conference.
Abstract
(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).
Automatic Singer Identification For Improvisational Styles Based On Vibrato, Timbre And Statistical Performance Descriptors
.
International Computer Music Conference/Sound and Music Computing Conference.
(2014).
Improving accompanied Flamenco singing voice transcription by combining vocal detection and predominant melody extraction.
.
International Computer Music Conference/Sound and Music Computing Conference.
Abstract
(2014).
Flamenco music and its computational study
.
BRIDGES: Mathematical Connections in Art, Music, and Science.
(2014).
Computational ethnomusicology: a study of flamenco and Arab-Andalusian vocal music
.
4th International Workshop On Folk Music Analysis.
Abstract
(2014).
Hierarchical multi-scale set-class analysis
.
Journal of Mathematics and Music: Mathematical and Computational Approaches to Music Theory, Analysis, Composition and Performance.
1-14.
Abstract
(2014).
Melody extraction in symphonic classical music: a comparative study of mutual agreement between humans and algorithms
.
9th Conference on Interdisciplinary Musicology – CIM14.
(2014).
Melody Extraction from Polyphonic Music Signals: Approaches, Applications and Challenges
.
IEEE Signal Processing Magazine. 31
(2), 118-134.
Abstract
(2014).
(2014).
Forum on transcription
.
Twentieth-Century Music. 11
(1), 101-161.
(2014).
Music Information Retrieval: Recent Developments and Applications
.
Foundations and Trends in Information Retrieval. 8
(2-3), 127-261.
Abstract
(2014).
Caracterización automática del cante flamenco a base de análisis de grabaciones.
.
Investigación y Flamenco (INFLA).
(2013).
PHENICX: Performances as Highly Enriched aNd Interactive Concert Experiences
.
SMAC Stockholm Music Acoustics Conference 2013, SMC Sound and Music Computing Conference 2013.
(2013).
Fundamental frequency alignment vs note-based melodic similarity for singing voice assessment
.
8th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
(2013).
Using Voice Suppression Algorithms to improve Beat Tracking in the Presence Of Highly Predominant Volcals
.
International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013).
Abstract
(2013).
ESSENTIA: an Open-Source Library for Sound and Music Analysis
.
ACM International Conference on Multimedia (MM'13).
855-858.
Abstract
(2013).
Comparative evaluation and combination of automatic rhythm description systems
.
Department of Information and Communication Technologies.
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).
Melody Extraction from Polyphonic Music Signals
.
Department of Information and Communication Technologies.
Abstract
(2013).
Tonal Representations for Music Retrieval: From Version Identification to Query-by-Humming
.
International Journal of Multimedia Information Retrieval, special issue on Hybrid Music Information Retrieval. 2
(1), 45-58.
Abstract
(2013).
Towards Computer-Assisted Flamenco Transcription: An Experimental Comparison of Automatic Transcription Algorithms As Applied to A Cappella Singing
.
Computer Music Journal. 37
(2), 73-90.
(2013).
Musical Genre Classification using Melody Features Extracted from Polyphonic Music Signals
.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Abstract
(2012).
Analyzing Melodic Similarity Judgements in Flamenco a Cappella Singing
.
International Conference on Music Perception and Cognition.
(2012).
Improving Beat Tracking in the presence of highly predominant vocals using source separation techniques: Preliminary study
.
The 9th International Symposium on Computer Music Modeling and Retrieval (CMMR) .
583-590.
(2012).
Automatic Detection of Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings
.
III Interdisciplinary Conference on Flamenco Research (INFLA) and II International Workshop of Folk Music Analysis (FMA).
Abstract
(2012).
Automatic Transcription of Flamenco Singing from Monophonic and Polyphonic Music Recordings
.
III Interdisciplinary Conference on Flamenco Research (INFLA) and II International Workshop of Folk Music Analysis (FMA).
Abstract
(2012).
Melody, Bass Line, and Harmony Representations for Music Version Identification
.
21st International World Wide Web Conference (WWW 2012): 4th International Workshop on Advances in Music Information Research (AdMIRe 2012).
Abstract
(2012).
Melody Extraction from Polyphonic Music Signals using Pitch Contour Characteristics
.
IEEE Transactions on Audio, Speech and Language Processing. 20
(6), 1759-1770.
Abstract
(2012).
Predominant Fundamental Frequency Estimation vs Singing Voice Separation for the Automatic Transcription of Accompanied Flamenco Singing
.
13th International Society for Music Information Retrieval Conference (ISMIR 2012).
Abstract
(2012).
Tracking Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings
.
13th International Society for Music Information Retrieval Conference (ISMIR 2012).
Abstract
(2012).
MIREX 2012: MULTI FEATURE BEAT TRACKER (ZDG1 AND ZDG2)
.
7th Music Information Retrieval Evaluation eXchange (MIREX).
Abstract
(2012).
Temporal multi-scale considerations in the modeling of tonal cognition from continuous rating experiments
.
International Conference on Music Perception and Cognition.
Abstract
(2012).
User-Aware Music Retrieval
.
(
, Ed.).
Multimodal Music Processing. 3,
135-156.
(2012).
Integrating Different Knowledge Sources for the Computational Modeling of Flamenco Music
.
(
, Ed.).
Multimodal Music Processing (Dagstuhl Seminar 11041) - Dagstuhl Reports. 1
(1), 82-83.
Abstract
(2011).
Comparative evaluation and combination of audio tempo estimation approaches
.
(
, Ed.).
AES 42nd Conference on Semantic Audio.
Abstract
(2011).
Sinusoid Extraction and Salience Function Design for Predominant Melody Estimation
.
Proc. of the 14th Int. Conference on Digital Audio Effects (DAFx-11).
73-80.
Abstract
(2011).
Automatic Detection of Ornamentation in Flamenco Music
.
4th International Workshop on Machine Learning and Music, Held in Conjunction with the 25th Annual Conference on Neural Information Processing Systems (NIPS 2011).
(2011).
Two-Dimensional Visual Inspection of Pitch-Space, Many Time-Scales and Tonal Uncertainty Over Time
.
3rd International Conference on Mathematics and Computation in Music (MCM 2011).
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).
Combination of Audio Tempo Estimation Approaches (MIREX 2011 Submission)
.
6th Music Information Retrieval Evaluation eXchange (MIREX).
Abstract
(2011).
(2011).
Melody Extraction from Polyphonic Music: MIREX 2011
.
6th Music Information Retrieval Evaluation eXchange (MIREX 2011) extended abstract.
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).
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).
Identifying violin performers by their expressive trends
.
Intelligent Data Analysis. 14
(5), 555-571.
Abstract
(2010).
Melodic Characterization and Similarity in A Cappella Flamenco Cantes
.
International Society for Music Information Retrieval Conference (ISMIR) .
Abstract
(2010).
Audio cover song identification and similarity: background, approaches, evaluation, and beyond
.
(
, Ed.).
Advances in Music Information Retrieval. 274,
307-332.
Abstract
(2010).
Melody Extraction from Polyphonic Music Audio
.
5th Music Information Retrieval Evaluation eXchange (MIREX 2010) extended 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).
Music and geography: content description of musical audio from different parts of the world
.
10th International Society for Music Information Retrieval Conference.
Abstract
(2009).
Measuring Similarity between Flamenco Rhythmic Patterns
.
Journal of New Music Research. 38
(2), 129-138.
Abstract
(2009).
Aproximación interdisciplinar al análisis melódico de los cantes a capella
.
I Congreso Interdisciplinar Investigación y Flamenco.
(2009).
A Chroma-based Salience Function for Melody and Bass Line Estimation from Music Audio Signals
.
Sound and Music Computing Conference.
331-336.
Abstract
(2009).
Audio cover song identification based on tonal sequence alignment
.
IEEE International Conference on Acoustics, Speech and Signal processing (ICASSP).
61-64.
Abstract
(2008).
Using Expressive Trends For Identifying Violin Performers
.
International Conference on Music Information Retrieval.
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).
Learning Violinist's Expressive Trends
.
International Workshop on Machine Learning and Music, Held in conjunction with ICML/COLT/UAI 2008.
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).
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).
Automatic Melodic Transcription of Flamenco Singing
.
Fourth Conference on Interdisciplinary Musicology (CIM08).
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).
Comparative Melodic Analysis of A Cappella Flamenco Cantes
.
Fourth Conference on Interdisciplinary Musicology (CIM08).
Abstract
(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).
Improving binary similarity and local alignment for cover song detection
.
Music Information Retrieval Evaluation eXchange (MIREX) extended abstract.
Abstract
(2008).
A cover song identification system based on sequences of tonal descriptors
.
Music Information Retrieval Evaluation eXchange (MIREX) extended abstract.
Abstract
(2007).
Performance-based Interpreter Identification in Saxophone Audio Recordings
.
IEEE Transactions on Circuits and Systems for Video Technology. 17,
356-364.
Abstract
(2007).
Melody Transcription from Music Audio Approaches and Evaluation
.
IEEE Transactions on Audio, Speech and Language Processing. 15,
1247-1256.
Abstract
(2007).
Automatic characterization of ornamentation from bassoon recordings for expressive synthesis
.
9th International Conference on Music Perception and Cognition.
Abstract
(2006).
Automatic Tonal Analysis from Music Summaries for Version Identification
.
AES 121th Convention.
Abstract
(2006).
(2006).
Modeling Expressive Music Performance in Bassoon Audio Recordings
.
Intelligent Computing in Signal Processing and Pattern Recognition. 345,
951-957.
(2006).
A Multilingual Web-based Educational System for Professional Musicians
.
(
, Ed.).
Current Developments in Technology-Assisted Education, Proceedings of Fourth International Conference on Multimedia and Information and Communication Technologies in Education.
Abstract
(2006).
(2006).
Tonal Description of Music Audio Signals
.
Department of Information and Communication Technologies.
Abstract
(2006).
(2006).
(2006).
(2006).
Tonal description of polyphonic audio for music content processing
.
INFORMS Journal on Computing, Special Cluster on Computation in Music. 18,
Abstract
(2006).
An Industrial-Strength Content-based Music Recommendation System
.
28th Annual International ACM SIGIR Conference.
Abstract
(2005).
Storage and Retrieval of relevant information from music master classes
.
36th conference of the International Association of Sound and Audiovisual Archives (IASA).
Abstract
(2005).
(2005).
Automatic characterization of dynamics and articulation of expressive monophonic recordings
.
AES 118th Convention.
Abstract
(2005).
Discovering Expressive Transformation Rules from Saxophone Jazz Performances
.
Journal of New Music Research. 34,
319-330.
Abstract
(2005).
Mucosa a music content semantic annotator
.
6th International Conference on Music Information Retrieval (2005).
Abstract
(2005).
(2005).
(2005).
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).
A machine learning approach to expressive performance in jazz standards
.
ACM SIGKDD International Conference on Knowledge Discovery & Data Mining.
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).
Understanding expressive transformations in saxophone jazz performances using inductive machine learning
.
Sound and Music Computing Conference.
Abstract
(2004).
Audio Watermarking and Fingerprinting For Which Applications?
.
Journal of New Music Research. 32,
Abstract
(2003).
Melody Description and Extraction in the Context of Music Content Processing
.
Journal of New Music Research. 32,
Abstract
(2003).
(2003).
(2003).
(2001).