Francisco Afonso Raposo

From L²F

Francisco Afonso Raposo

Francisco Raposo graduated in Information Systems and Computer Engineering in 2012 from Instituto Superior Técnico (IST), Lisbon. He received a Masters Degree Information Systems and Computer Engineering in 2014 (from IST), on automatic summarization for music classification. He's currently a PhD student under the supervision of professor David Martins de Matos.

INESC ID Information

Publications

Book Chapters

2016

International Journals

2019

  • Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro, An information-theoretic approach to machine-oriented music summarization, Pattern Recognition Letters, Elsevier, doi: 10.1016/j.patrec.2019.03.014, March 2019
  • Yi Yu, Suhua Tang, Francisco Afonso Raposo, Lei Chen, Deep Cross-Modal Correlation Learning for Audio and Lyrics in Music Retrieval, ACM, vol. 15, n. 1, doi: 10.1145/3281746, New York, February 2019

2016

  • Ana Marta Simões Aparício, Paulo César Dias Figueiredo, Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro, Luís Marujo, Summarization of Films and Documentaries Based on Subtitles and Scripts, Pattern Recognition Letters, Elsevier, vol. 73, pages 7-12, doi: 10.1016/j.patrec.2015.12.016, April 2016

2015

  • Francisco Afonso Raposo, Ricardo Ribeiro, David Martins de Matos, On the Application of Generic Summarization Algorithms to Music, IEEE Signal Processing Letters, IEEE, vol. 22, n. 1, doi: 10.1109/LSP.2014.2347582, January 2015

International Conferences

2016

  • Cristina Mota, Anabela Barreiro, Francisco Afonso Raposo, Ricardo Ribeiro, Sérgio dos Santos Lopes Curto, Luísa Coheur, eSPERTo Paraphrastic Knowledge Applied to Question-Answering and Summarization, In NooJ 2016: Automatic Processing of Natural-Language Electronic Texts with NooJ, Springer International Publish, vol. 667, series Communications in Computer and Information Science, pages 208-220, doi: 10.1007/978-3-319-55002-2_18, June 2016

Masters Theses

2014

  • Francisco Afonso Raposo, Influence of Summarization on Music Classification Tasks, MSc thesis, October 2014

Other Publications

2019

  • Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro, Learning Embodied Semantics via Music and Dance Semiotic Correlations, http://arxiv.org/abs/1903.1053, March 2019

2015

  • Ana Marta Simões Aparício, Paulo César Dias Figueiredo, Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro, Summarization of Films and Documentaries Based on Subtitles and Scripts, http://arxiv.org/abs/1506.0127, June 2015
  • Francisco Afonso Raposo, Ricardo Ribeiro, David Martins de Matos, Using Generic Summarization to improve Music Information Retrieval Tasks, http://arxiv.org/abs/1503.0666, March 2015

2014

  • Francisco Afonso Raposo, Ricardo Ribeiro, David Martins de Matos, On the Application of Generic Summarization Algorithms to Music, http://arxiv.org/abs/1406.4877, June 2014

Research Interests

  • Automatic summarization
  • Music information extraction and processing
  • Music recommendation
  • Computational creativity