Statistical learning and estimation of piano fingering
Automatic estimation of piano fingering is important for understanding the computational
process of music performance and applicable to performance assistance and education …
process of music performance and applicable to performance assistance and education …
Note-level automatic guitar transcription using attention mechanism
We propose a method that effectively generates a note-level transcription from a guitar
sound signal. In recent years, there have been many successful guitar transcription systems …
sound signal. In recent years, there have been many successful guitar transcription systems …
[PDF][PDF] Merged-Output HMM for Piano Fingering of Both Hands.
This paper discusses a piano fingering model for both hands and its applications. One of our
motivations behind the study is automating piano reduction from ensemble scores. For this …
motivations behind the study is automating piano reduction from ensemble scores. For this …
Statistical piano reduction controlling performance difficulty
We present a statistical-modeling method for piano reduction, ie converting an ensemble
score into piano scores, that can control performance difficulty. While previous studies have …
score into piano scores, that can control performance difficulty. While previous studies have …
MIDI-to-Tab: Guitar tablature inference via masked language modeling
Guitar tablatures enrich the structure of traditional music notation by assigning each note to
a string and fret of a guitar in a particular tuning, indicating precisely where to play the note …
a string and fret of a guitar in a particular tuning, indicating precisely where to play the note …
From music audio to chord tablature: Teaching deep convolutional networks toplay guitar
Automatic chord recognition is conventionally tackled as a general music audition task,
where the desired output is a time-aligned sequence of discrete chord symbols, eg CMaj7 …
where the desired output is a time-aligned sequence of discrete chord symbols, eg CMaj7 …
Automatic transcription of guitar tablature from audio signals in accordance with player's proficiency
We describe a method for automatically transcribing guitar tablatures from audio signals in
accordance with the player's proficiency for use as support for a guitar player's practice. The …
accordance with the player's proficiency for use as support for a guitar player's practice. The …
AutoLeadGuitar: Automatic generation of guitar solo phrases in the tablature space
We present AutoLeadGuitar, a system for automatically generating guitar solo tablatures
from an input chord and key sequence. Our system generates solos in distinct musical …
from an input chord and key sequence. Our system generates solos in distinct musical …
[PDF][PDF] Sequence-to-Sequence Network Training Methods for Automatic Guitar Transcription With Tokenized Outputs.
We propose multiple methods for effectively training a sequence-to-sequence automatic
guitar transcription model that uses tokenized music representation as an output. Our …
guitar transcription model that uses tokenized music representation as an output. Our …
Guitar Chord Diagram Suggestion for Western Popular Music
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 …
fretboard. They are useful to beginners learning chords or for sharing the hand positions …