Luis Gustavo Martins PhD

Assistant Professor

School of Arts of the Portuguese Catholic University

Location
Porto, Portugal
Discipline
Computer and Information Science
Interests
Audio Signal Processing; Semantic Audio Analysis; Computational Auditory Scene Analysis (CASA); Music Information Retrieval (MIR); Software Development (Marsyas)
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About

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.
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Publications

  • Disintermediation Effects on Independent Approaches ro Music Business

    Bernardo F, Martins L

    International Journal of Music Business Research - ISSN 2227-5789 (2014)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Disintermediation effects in the music business – A return to old times ?

    Bernardo F, Martins L

    Vienna Music Business Research Days (VMBRD) 2013 - Young Scholar's Workshop (2013)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • NIME Education at the School of Arts of the Portuguese Catholic University/CITAR

    Martins L, Barbosa A

    2013 Learning and Teaching in Computing and Engineering (2013)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • ZATLAB: A Gesture Analysis System to Music Interaction

    Baltazar A, Martins L, Cardoso J

    6th International Conference on Digital Arts (ARTECH 2012) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • The development of an interactive virtual scenography for the opera A Menina da Gotinha De Água

    Perrotta A, Martins L

    Virtual Systems and Multimedia (VSMM), 2012 18th International Conference on (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • CLUSTER AWARE NORMALIZATION FOR ENHANCING AUDIO SIMILARITY

    Lagrange M, Martins L, Tzanetakis G

    Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Speaker Segmentation of Interviews Using Integrated Video and Audio Change Detectors

    Lagrange M, Martins L, Teixeira L, Tzanetakis G

    Proc. International Workshop on Content-Based Multimedia Indexing (CBMI) (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Computational Framework for Sound Segregation in Music Signals

    Martins L

    INForum - Simpósio de Informática (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Stereo Panning Information for Music Information Retrieval Tasks

    Tzanetakis G, Martins L, McNally K, Jones R

    Journal of the Audio Engineering Society (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • IBT: A Real-Time Tempo and Beat Tracking system

    Oliveira J, Gouyon F, Martins L, Reis L

    Proc. International Conference on Music Information Retrieval (ISMIR) (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Modeling grouping cues for auditory scene analysis using a spectral clustering formulation

    Martins L, Lagrange M, Tzanetakis G

    Machine Audition (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • MarsyasX: multimedia dataflow processing with implicit patching

    Teixeira L, Martins L, Lagrange M, Tzanetakis G

    Proc. ACM International Conference on Multimedia (ACMMM2008) (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Interoperability and the MARSYAS 0.2 runtime

    Tzanetakis G, Castillo C, Jones R, Martins L, Teixeira L, Lagrange M

    Proc. International Computer Music Conference (ICMC) (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Semi-Automatic Mono to Stereo Up-mixing using Sound Source Formation

    Lagrange M, Martins L, Tzanetakis G

    Proc. 122nd Convention of the Audio Engineering Society (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Automatic Speaker Segmentation Using Multiple Features and Distance Measures: A Comparison of Three Approaches

    Kotti M, Martins L, Benetos E, Cardoso J, Kotropoulos C

    Proc. IEEE International Conference on Multimedia and Expo (ICME) (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Normalized Cuts for Predominant Melodic Source Separation

    Lagrange M, Martins L, Murdoch J, Tzanetakis G

    IEEE Transactions on Audio, Speech, and Language Processing (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Polyphonic Instrument Recognition using Spectral Clustering

    Martins L, Burred J, Tzanetakis G, Lagrange M

    Proc. International Conference on Music Information Retrieval (ISMIR) (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Relat{ó}rio de Trabalhos Realizados e Plano de Trabalho Futuro

    Martins L

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Computationally Efficient Scheme for Dominant Harmonic Source Separation

    Lagrange M, Martins L, Tzanetakis G

    Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • PCM to MIDI Transposition

    Martins L

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Relat{ó}rio de Trabalhos Realizados e Plano de Trabalho Futuro

    Martins L

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Relat{ó}rio de Trabalhos Realizados e Plano de Trabalho Futuro

    Martins L

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Computational Framework for Sound Segregation in Music Signals -- An Auditory Scene Analysis Approach for Modeling Perceptual Grouping in Music Listening

    Martins L

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Improving Automatic Music Tag Annotation Using Stacked Generalization Of Probabilistic SVM Outputs

    Ness S, Theocharis A, Martins L, Tzanetakis G

    Proc. ACM Multimedia (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Chants and Orcas: Semi-Automatic Tools for Audio Annotation and Analysis in Niche Domains

    Ness S, Wright M, Martins L, Tzanetakis G

    Proc. ACM Multimedia -- Workshop ``The Many Faces of Multimedia Semantics (MS)'' (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Speaker Change Detection using BIC: A comparison on two datasets.

    Kotti M, Benetos E, Kotropoulos C, Martins L

    Proc. International Symposium on Communications, Control and Signal Processing (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Computational Framework for Sound Segregation in Music Signals

    Martins L

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Digitópia - Platform for the Development of Digital Music Communities

    Penha R, Rodrigues P, Gouyon F, Martins L, Guedes C, Barbosa A

    Proc. Conference on the Digital Resources for the Humanities and Arts (DRHA 2008) (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.

Professional experience

Assistant Professor

School of Arts of the Portuguese Catholic University

January 2012 - Present

Vice-Director

CITAR - Research Center for Science and Technology in Art

October 2011 - Present

Researcher

CITAR - Research Center for Science and Technology in Art

March 2009 - Present

Invited Assistant Professor

School of Arts of the Portuguese Catholic University

March 2009 - December 2011 (2 years 9 months)

Education history

FEUP - Faculdade de Engenharia da Universidade do Porto

PhD

December 2003 - February 2009 (5 years 2 months)

FEUP - Faculdade de Engenharia da Universidade do Porto

MSc

September 1999 - January 2002 (2 years 4 months)

FEUP - Faculdade de Engenharia da Universidade do Porto

Engineering degree

September 1992 - September 1997 (5 years)