Francisco Afonso Raposo
From HLT@INESC-ID
Francisco graduated in Information Systems and Computer Engineering in 2012 from Instituto Superior Técnico (IST), Lisbon. He received a Masters degree in Information Systems and Computer Engineering in 2014 (from IST) on automatic summarization for music classification and a PhD degree in Computer Science and Engineering in 2022 (from IST) on computational modeling of embodied music semantics under the supervision of professors David Martins de Matos and Ricardo Ribeiro.
Francisco has been a teaching assistant of the Operating Systems, Compilers, and Object-Oriented Programming courses at IST.
He was a research grant holder in the project eSPERTo, supported by Fundação para a Ciência e Tecnologia (FCT).
He was also a research intern at National Institute of Informatics (NII) working on music cross-modal retrieval.
Research Interests
- Music
- Semantics
- Cognitive Neuroscience
- Music Information Retrieval
- Multimedia
- Machine Learning
Total Publications: 19
Article (Author)
- Learning low-dimensional semantics for music and language via multi-subject fMRI
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro,
Neuroinformatics, DOI 10.1007/s12021-021-09560-5, January 2022 - Assessing Kinetic Meaning via Deep Cross-Modal Retrieval of Music and Dance
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro,
Neural Computing and Applications, vol. 33, n. 21, pages 14481-14493, DOI 10.1007/s00521-021-06090-8, April 2021 - An information-theoretic approach to machine-oriented music summarization
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro,
Pattern Recognition Letters, DOI 10.1016/j.patrec.2019.03.014, March 2019 - Deep Cross-Modal Correlation Learning for Audio and Lyrics in Music Retrieval
Yi Yu, Suhua Tang, Francisco Afonso Raposo, Lei Chen,
, vol. 15, n. 1, DOI 10.1145/3281746, February 2019 - Using Generic Summarization to Improve Music Information Retrieval Tasks
Francisco Afonso Raposo, Ricardo Ribeiro, David Martins de Matos,
IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 24, n. 6, pages 1119-1128, DOI 10.1109/TASLP.2016.2541299, May 2016 - Summarization of Films and Documentaries Based on Subtitles and Scripts
Ana Marta Simões Aparício, Paulo César Dias Figueiredo, Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro, Luís Marujo,
Pattern Recognition Letters, vol. 73, pages 7-12, DOI 10.1016/j.patrec.2015.12.016, April 2016 - On the Application of Generic Summarization Algorithms to Music
Francisco Afonso Raposo, Ricardo Ribeiro, David Martins de Matos,
IEEE Signal Processing Letters, vol. 22, n. 1, DOI 10.1109/LSP.2014.2347582, January 2015
In Proceedings (Author)
- Generating Paraphrases of Human Intransitive Adjective Constructions with Port4NooJ
Cristina Mota, Paula Carvalho, Francisco Afonso Raposo, Anabela Barreiro,
, Communications in Computer and Information Science, Springer, Cham, pages 107-122, Springer, Cham, July 2016 - eSPERTo Paraphrastic Knowledge Applied to Question-Answering and Summarization
Cristina Mota, Anabela Barreiro, Francisco Afonso Raposo, Ricardo Ribeiro, Sérgio dos Santos Lopes Curto, Luísa Coheur,
NooJ 2016: Automatic Processing of Natural-Language Electronic Texts with NooJ, Communications in Computer and Information Science, Springer International Publish, vol. 667, pages 208-220, Springer International Publish, June 2016 - CLUE-Aligner: An Alignment Tool to Annotate Pairs of Paraphrastic and Translation Units
Anabela Barreiro, Francisco Afonso Raposo, Tiago Luís,
Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016), ELRA, pages 7-13, ELRA, Portorož, Slovenia, May 2016
Miscellaneous (Author)
- Low-dimensional Embodied Semantics for Music and Language
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro,
, https://arxiv.org/abs/1906.11759, June 2019 - Learning Embodied Semantics via Music and Dance Semiotic Correlations
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro,
, https://arxiv.org/abs/1903.10534, March 2019 - Towards Deep Modeling of Music Semantics using EEG Regularizers
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro, Suhua Tang, Yi Yu,
, https://arxiv.org/abs/1712.05197, December 2017 - An Information-theoretic Approach to Machine-oriented Music Summarization
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro,
, https://arxiv.org/abs/1612.02350, December 2016 - Summarization of Films and Documentaries Based on Subtitles and Scripts
Ana Marta Simões Aparício, Paulo César Dias Figueiredo, Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro,
, http://arxiv.org/abs/1506.01273, June 2015 - Using Generic Summarization to improve Music Information Retrieval Tasks
Francisco Afonso Raposo, Ricardo Ribeiro, David Martins de Matos,
, http://arxiv.org/abs/1503.0666, March 2015 - On the Application of Generic Summarization Algorithms to Music
Francisco Afonso Raposo, Ricardo Ribeiro, David Martins de Matos,
, http://arxiv.org/abs/1406.4877, June 2014
Thesis (Author)
- Semantic Structures of Music Artifacts
Francisco Afonso Raposo, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal, Thesis, June 2022 - Influence of Summarization on Music Classification Tasks
Francisco Afonso Raposo, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal, Thesis, October 2014
Total Supervisions: 1
Master's Theses
- Automatic Choreography for Virtual Agents
Pedro Galhardo
David Martins de Matos (advisor), Francisco Afonso Raposo (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-10-01 - 2023-11-20