Luis Gustavo Martins, PhD
Porto, Portugal
Research field: Computer and Information Science - Human-Computer Interaction
Audio Signal Processing; Semantic Audio Analysis; Computational Auditory Scene Analysis (CASA); Music Information Retrieval (MIR); Software Development (Marsyas)
Publications
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Journal Article (2)
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George Tzanetakis, Luís Gustavo Martins, Kirk McNally et al. (2010) Stereo Panning Information for Music Information Retrieval Tasks, 409-417. In Journal of the Audio Engineering Society 58 (5).Download PDF (1.47 MB)
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Mathieu Lagrange, Luís Gustavo Martins, Jennifer Murdoch et al. (2008) Normalized Cuts for Predominant Melodic Source Separation. In IEEE Transactions on Audio, Speech, and Language Processing 16 (2).Download PDF (940.14 KB)
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Book (1)
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Luís Gustavo Martins (2009) A Computational Framework for Sound Segregation in Music Signals -- An Auditory Scene Analysis Approach for Modeling Perceptual Grouping in Music Listening. In Lambert Academic Publishing.
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Book Section (1)
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Luís Gustavo Martins, Mathieu Lagrange, George Tzanetakis (2010) Modeling grouping cues for auditory scene analysis using a spectral clustering formulation. In Machine Audition.
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Conference Proceedings (16)
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Mathieu Lagrange, Luis Gustavo Martins, George Tzanetakis (2012) CLUSTER AWARE NORMALIZATION FOR ENHANCING AUDIO SIMILARITY. In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).Download PDF (424.27 KB)
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Andre V Perrotta, Luis G Martins (2012) The development of an interactive virtual scenography for the opera A Menina da Gotinha De #x00C1;gua, 619-622. In Virtual Systems and Multimedia (VSMM), 2012 18th International Conference on.Download PDF (12.02 MB)
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A Baltazar, LG Martins, JS Cardoso (2012) ZATLAB: A Gesture Analysis System to Music Interaction. In 6th International Conference on Digital Arts (ARTECH 2012).Download PDF (304.63 KB)
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Luis Gustavo Martins (2011) A Computational Framework for Sound Segregation in Music Signals. In INForum - Simpósio de Informática.Download PDF (146.31 KB)
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João Oliveira, Fabien Gouyon, Luís Gustavo Martins et al. (2010) IBT: A Real-Time Tempo and Beat Tracking system. In Proc. International Conference on Music Information Retrieval (ISMIR).Download PDF (307.63 KB)
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Steven Ness, Anthony Theocharis, Luís Gustavo Martins et al. (2009) Improving Automatic Music Tag Annotation Using Stacked Generalization Of Probabilistic SVM Outputs. In Proc. ACM Multimedia.Download PDF (210.77 KB)
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Mathieu Lagrange, Luís Gustavo Martins, George Tzanetakis (2008) A Computationally Efficient Scheme for Dominant Harmonic Source Separation. In Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).Download PDF (139.57 KB)
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Steven Ness, Matthew Wright, Luís Gustavo Martins et al. (2008) Chants and Orcas: Semi-Automatic Tools for Audio Annotation and Analysis in Niche Domains. In Proc. ACM Multimedia -- Workshop ``The Many Faces of Multimedia Semantics (MS)''.Download PDF (550.27 KB)
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R Penha, P Rodrigues, Fabien Gouyon et al. (2008) Digitópia - Platform for the Development of Digital Music Communities. In Proc. Conference on the Digital Resources for the Humanities and Arts (DRHA 2008).Download PDF (419.45 KB)
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G Tzanetakis, C Castillo, R Jones et al. (2008) Interoperability and the MARSYAS 0.2 runtime. In Proc. International Computer Music Conference (ICMC).Download PDF (172.07 KB)
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Report (3)
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Luís Gustavo Martins (2006) Relat{ó}rio de Trabalhos Realizados e Plano de Trabalho Futuro.
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Luís Gustavo Martins (2005) Relat{ó}rio de Trabalhos Realizados e Plano de Trabalho Futuro.
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Luís Gustavo Martins (2004) Relat{ó}rio de Trabalhos Realizados e Plano de Trabalho Futuro.
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Thesis (2)
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Luís Gustavo Martins (2009) A Computational Framework for Sound Segregation in Music Signals.Download PDF (8.53 MB)
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Luís Gustavo Martins (2002) PCM to MIDI Transposition.Download PDF (1.54 MB)
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Biographical Information
Luís Gustavo Martins is a Professor at the Sound and Image Department of the School of the Arts of the Portuguese Catholic University (UCP), and a Researcher at the Research Center for Science and Technology in the Arts (CITAR), Porto, Portugal. He received his PhD in Electrical and Computer Engineering at University of Porto, Portugal, in 2009, with a thesis on the topic of sound segregation in music signals. His research is mainly focused on audio content analysis, sound processing and synthesis, and his research interests include signal processing, machine learning, perception and cognition, music information retrieval (MIR) and software development. More recently he has been exploring the use of tangible and multitouch interfaces for sound and music exploration and interaction. He is an active developer of the open source Marsyas (http://marsyas.sf.net) audio processing software framework.
CV
Professional Experience
2012 - Present
2011 - Present
2009 - Present
Mar 2009 - Dec 2011
Education
Dec 2003 - Feb 2009
Sep 1999 - Jan 2002
Sep 1992 - Sep 1997
FEUP - Faculdade de Engenharia da Universidade do Porto
in Porto, Portugal
Engineering degree
Engineering degree
Consulting Services
Marsyas (http://marsyas.sf.net)
Marsyas (http://marsyas.sf.net)
Contact Information
| Webpage: | http://web.me.com/lgustavomartins/ |
Public Groups
Public groups Luis Gustavo is a member of
Destinations
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