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Having been passionate all my life about music, I plan on trying to combine my electrical and software engineering background with my passion for music. My master's thesis in the field of Computational Creativity consisted in a program that generated musical artifacts inspired by images. I also love teaching and helping others, having tutored other students at a tutoring center in different subjects (Artificial Intelligence, Machine Learning, Signals and Systems, etc.) as well as having been a Graduate Teaching Assistant teaching Digital Systems at Instituto Superior Técnico (IST). I have also worked as a Software Engineer at DocDigitizer. Currently I am a PhD Candidate in Informatics Engineering - more specifically in the fields of Music Information Retrieval and Computational Creativity - at CISUC from the University of Coimbra where I'm studying tapped rhythm interactions and developing a co-creative tool that will help users leverage these interactions. I also have been awarded a Fulbright Scholarship for the school-year of 2023/24 where I did a Research Visit at Carnegie Mellon University (CMU) under the supervision of Prof. Roger B. Dannenberg.
Identification

Personal identification

Full name
André Carvalho dos Santos

Citation names

  • André C. Santos

Author identifiers

Ciência ID
4B14-27F4-67AC
ORCID iD
0000-0003-3904-5903

Email addresses

  • andresantos@dei.uc.pt (Professional)

Websites

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Upper intermediate (B2) Upper intermediate (B2) Intermediate (B1) Upper intermediate (B2) Elementary (A2)
Italian Elementary (A2) Intermediate (B1) Elementary (A2) Intermediate (B1) Beginner (A1)
Spanish; Castilian Intermediate (B1) Intermediate (B1) Beginner (A1) Intermediate (B1) Beginner (A1)
Education
Degree Classification
2021/10/01 - 2025/10
Ongoing
Doutoramento em Engenharia Informática (Doutoramento)
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
"Co-creative Musical Repurposing by Modelling Rhythmic Compatibility" (THESIS/DISSERTATION)
2013/09/11 - 2020/09/25
Concluded
Engenharia Eletrotécnica e de Computadores (Mestrado integrado)
Major in Sistemas, Decisão e Controlo, Computadores
Universidade de Lisboa Instituto Superior Técnico, Portugal
"MuSyFI - Music Synthesis From Images" (THESIS/DISSERTATION)
16
2017/03 - 2017/08
Concluded
Erasmus - Computer Science (Outros)
Politecnico di Milano, Italy
Affiliation

Science

Category
Host institution
Employer
2024/01 - 2024/08 Visiting Researcher (Research) Fulbright Portugal, Portugal
Carnegie Mellon University, United States

Teaching in Higher Education

Category
Host institution
Employer
2020/10/01 - 2021/02/01 Assistant (University Teacher) Universidade de Lisboa Instituto Superior Técnico, Portugal
Universidade de Lisboa Instituto Superior Técnico, Portugal

Others

Category
Host institution
Employer
2019/10/01 - 2021/08/31 University Tutor Pi R Quadrado, Portugal
Pi R Quadrado, Portugal
2021/03/01 - 2021/08/13 Software Engineer DocDigitizer, Portugal
DocDigitizer, Portugal
2018/06/15 - 2018/09/15 Summer Internship - Software Engineer DocDigitizer, Portugal
DocDigitizer, Portugal
Projects

Grant

Designation Funders
2021/10/01 - Current PhD in Informatics Engineering
2021.05653.BD
PhD Student Fellow
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2024/01 - 2024/08 Fulbright Research Grant with the Support of FCT
AY2023/2024
Integration into Research Grant Fellow
Fulbright Portugal, Portugal

Carnegie Mellon University, United States
Fundação para a Ciência e a Tecnologia

Fulbright Portugal
Ongoing
Outputs

Publications

Conference abstract
  1. André C. Santos; F. Amilcar Cardoso. "From Taps to Drums: Audio-to-audio Percussion Style Transfer". Paper presented in International Society for Music Information Retrieval Conference (ISMIR), Milan, 2023.
    Published
Conference paper
  1. André C. Santos; Amilcar Cardoso; Matthew E. P. Davies; Roger B. Dannenberg. "Tapping Into a New Paradigm: A Synthetic Strategy for Automatic Drum TapScription". Paper presented in NIME, Canberra, 2025.
    Accepted
  2. Espírito Santo, Luís; André C. Santos; Marcio Lima Inácio. "Focusing on artists’ needs: Using a cultural probe for artist-centred creative software development". Paper presented in International Conference on Computational Creativity (ICCC 23), Waterloo, ONT, 2023.
    Published
  3. Helena Sofia Pinto; Nuno Correia; Rui Pereira Jorge. "MuSyFI - Music Synthesis From Images". Paper presented in International Conference on Computational Creativity (ICCC ’21), 2021.
    Published
Conference poster
  1. André C. Santos; Matthew E. P. Davies; F. Amilcar Cardoso. "Co-creative Musical Repurposing by Modelling Rhythmic Compatibility". Paper presented in International Conference on Computational Creativity (ICCC 22), 2022.
Thesis / Dissertation
  1. Santos, André. "MuSyFI - Music Synthesis From Images". Master, Universidade de Lisboa Instituto Superior Técnico, 2020. https://fenix.tecnico.ulisboa.pt/cursos/meec/dissertacao/1691203502343951.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2024/01 Snap, Clap, and Slap: From taps to drums with AI Timbre Transfer Music and Technology Seminar
Carnegie Mellon University (Pittsburgh, PA, United States)
2022/06 Co-Creative Repurposing by Modelling Rhythmic Compatibility (Doctoral Consortium presentation + poster) International Conference on Computational Creativity (ICCC 22)
Free University of Bozen-Bolzano (Bozen-Bolzano, Italy)

Event participation

Activity description
Type of event
Event name
Institution / Organization
2023/12/11 - 2023/12/15 The Generative Music AI Workshop is designed as a collaborative space for music technologists and musicians. The goals of the workshop are to: explore software tools of relevance for music AI; create AI-driven musical compositions; bridge technology and creative music practice. This is a hands-on event, focused on practical experience with a sprinkling of discussions on AI in music. Participants self-organize into teams, each integrating music tech specialists and musicians.
Workshop
Generative Music AI Workshop
Universitat Pompeu Fabra, Spain
2023/07/14 - 2023/07/20 The Lisbon Machine Learning School covers a range of machine learning topics, from theory to practice, that are important in solving natural language processing problems arising in different application areas.
Other
Lisbon Machine Learning School - LxMLS 2023
Universidade de Lisboa Instituto Superior Técnico, Portugal
2023/06/26 - 2023/06/30 As part of SensiLab’s Creative AI research, this workshop explored the creative possibilities of artificial intelligence systems. This invitation-only, five-day interdisciplinary workshop brought together leading researchers, artists, and theorists working on critical issues of co-creation and creativity using Artificial Intelligence.
Workshop
Co-Creative AI Workshop Participation
Monash University Faculty of Information Technology, Australia

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2020/10/01 - 2021/02/01 Digital Systems Engenharia Electrotécnica e de Computadores (Mestrado integrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
Distinctions

Award

2023 Bolsa Fulbright para Investigação com o apoio da Fundação para a Ciência e a Tecnologia, I.P. (FCT)
Fulbright Portugal, Portugal
2022 UC 3 Minute Thesis Finalist
Universidade de Coimbra, Portugal
2021 Excellent Teacher
Universidade de Lisboa Instituto Superior Técnico, Portugal
2015 Merit Award
Universidade de Lisboa Instituto Superior Técnico, Portugal
2014 Merit Award
Universidade de Lisboa Instituto Superior Técnico, Portugal