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Luis Gustavo Martins

  • PhD
  • Assistant Professor
  • Universidade Católica Portuguesa
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    Readers

    Number of times these publications have been added to libraries on Mendeley.
  • 43

    Publications

    Number of items in this person’s My Publications folder on Mendeley.

Research interests

Audio Signal Processing; Semantic Audio Analysis; Computational Auditory Scene Analysis (CASA); Music Information Retrieval (MIR); Software Development (Marsyas)

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

Automatic Speaker Segmentation using Multiple Features and Distance Measures: A Comparison of Three Approaches

  • Kotti M
  • Martins L
  • Benetos E
  • Cardoso J
  • Kotropoulos C
2006 IEEE International Conference on Multimedia and Expo (2006)
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Cluster aware normalization for enhancing audio similarity

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Modeling Grouping Cues for Auditory Scene Analysis Using a Spectral Clustering Formulation

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Polyphonic instrument recognition using spectral clustering

  • Martins L
  • Burred J
  • Tzanetakis G
  • Lagrange M
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007 (2007)
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Semi-automatic mono to stereo up-mixing using sound source formation

  • Lagrange M
  • Martins L
  • Tzanetakis G
Audio Engineering Society - 122nd Audio Engineering Society Convention 2007 (2007)
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Professional experience

Assistant Professor

Universidade Católica Portuguesa

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

Universidade Católica Portuguesa

March 2009 - December 2011 (3 years)

Education history

FEUP - Faculdade de Engenharia da Universidade do Porto

PhD

December 2003 - February 2009 (5 years)

FEUP - Faculdade de Engenharia da Universidade do Porto

MSc

September 1999 - January 2002 (2 years)

FEUP - Faculdade de Engenharia da Universidade do Porto

Engineering degree

September 1992 - September 1997 (5 years)