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Research

Publications: Mr Pedro Sarmento

EDWARDS D, Riley J, Sarmento P, DIXON S ( 2024 ) . MIDI-to-Tab: Guitar Tablature Inference via Masked Language Modeling . Conference: ISMIR ( San Fransisco ) from: 10/11/2024 to: 14/11/2024 ,
Sarmento P ( 2024 ) . Guitar Tablature Generation with Deep Learning .
Ford C, Noel-Hirst A, Cardinale S, Loth J, Sarmento P, Wilson E, Wolstanholme L, Worrall K et al. ( 2024 ) . Reflection Across AI-based Music Composition . Conference: Creativity and Cognition398 - 412 .
Cui W, Sarmento P, Barthet M ( 2024 ) . MoodLoopGP: Generating Emotion-Conditioned Loop Tablature Music with Multi-granular Features . Artificial Intelligence in Music, Sound, Art and Design , vol. 14633 , Springer Nature
Bindi G, Demerlé N, Diaz R, Genova D, Golvet A, Hayes B, Huang J, Liu L et al. ( 2023 ) . AI (r)evolution – where are we heading? Thoughts about the future of music and sound technologies in the era of deep learning . Institut de Recherche et Coordination Acoustique/Musique (IRCAM) ( Paris, France ),
Sarmento P, Kumar A, Chen Y-H, Carr C, Zukowski Z, Barthet M ( 2023 ) . GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers . Artificial Intelligence in Music, Sound, Art and Design , vol. 13988 , Springer Nature
Adkins S, Sarmento P, Barthet M ( 2023 ) . LooperGP: A Loopable Sequence Model for Live Coding Performance Using GuitarPro Tablature . Artificial Intelligence in Music, Sound, Art and Design , vol. 13988 , Springer Nature
Sarmento P, Holmqvist O, Barthet M ( 2022 ) . Ubiquitous Music in Smart City: Musification of Air Pollution and User Context . 10.5281/zenodo.6819563 . Conference: Ubiquitous Music Symposium 2022
Sarmento P, Kumar A, Carr CJ, Zukowski Z, Barthet M, Yang Y-H ( 2021 ) . DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models . Conference: International Society for Music Information Retrieval Conference ( Online ) from: 07/11/2021 to: 12/11/2021 ,
Sarmento P ( 2021 ) . Perspectives on the Future for Sonic Writers . Journal of Science and Technology of the Arts vol. 13 , ( 1 ) 110 - 114 .
Sarmento P, Holmqvist O, Barthet M ( 2020 ) . Musical Smart City: Perspectives on Ubiquitous Sonification . Conference: Ubiquitous Music Workshop ( Porto Seguro, BA, Brazil ) from: 09/11/2020 to: 13/11/2020 ,