4 papers
Playability-Aware Audio-to-Tablature Guitar Transcription via Diffusion Models
Riccardo Simionato, Louis Bigo
Guitar tablature transcription requires not only accurate pitch detection but also assigning each note to a specific string-fret position, as the same pitch can be played at multip…
Evaluating Interval-based Tokenization for Pitch Representation in Symbolic Music Analysis
Dinh-Viet-Toan Le, Louis Bigo, Mikaela Keller
Symbolic music analysis tasks are often performed by models originally developed for Natural Language Processing, such as Transformers. Such models require the input data to be rep…
Analyzing Byte-Pair Encoding on Monophonic and Polyphonic Symbolic Music: A Focus on Musical Phrase Segmentation
Dinh-Viet-Toan Le, Louis Bigo, Mikaela Keller
Byte-Pair Encoding (BPE) is an algorithm commonly used in Natural Language Processing to build a vocabulary of subwords, which has been recently applied to symbolic music. Given th…
Guitar Chord Diagram Suggestion for Western Popular Music
Alexandre d'Hooge, Louis Bigo, Ken Déguernel +1
Chord diagrams are used by guitar players to show where and how to play a chord on the fretboard. They are useful to beginners learning chords or for sharing the hand positions req…