Every guitarist faces the dreaded wall of creative burnout. You sit down with your instrument, but your fingers mechanically fall into the same familiar pentatonic boxes, chords, and rhythmic patterns.
JamBot: A Deep Learning System for Generating Rhythm Guitar Parts Authors: C. Donahue, et al. (from Million Song Dataset group) Key Idea: Trains a two-stage LSTM on MIDI guitar tracks from rock and metal songs. guitar riff generator
GuitarSet: A Comprehensive Dataset for Guitar Transcription and Generation Authors: Q. Xi, et al. (ISMIR 2018) Key Idea: 360 minutes of annotated solo guitar recordings with aligned MIDI, tab, and audio. Every guitarist faces the dreaded wall of creative burnout
Focuses on loopability – essential for practice tools or DAW plugins. Donahue, et al
A great generator allows you to toggle triplets, swing feel, or straight rhythms to match the exact vibe of your track. The Future of AI Guitar Composition