Towards Human-Quality Drum Accompaniment Using Deep Generative Models and Transformers	Arash Sadeghi Amjadi ⁄ Andrew Vardy ⁄ Andrew Staniland	Automatic Music Generation ⁄ Deep Learning ⁄ AI Accompaniment ⁄ Conditional Generative Adversarial Networks ⁄ Transformers ⁄ Expressive Drum Generation	2025
Yin-Yang: Developing Motifs with Long-Term Structure and Controllability ⁜	Keshav Bhandari ⁄ Geraint A. Wiggins ⁄ Simon Colton	Music Generation ⁄ Music Structure ⁄ Automated Music Composition ⁄ Motif Development ⁄ Controlled Generation ⁄ Computational Creativity ⁄ Deep Learning ⁄ Transformers ⁄ Generative AI	2025
MoodLoopGP: Generating Emotion-Conditioned Loop Tablature Music with Multi-granular Features	Wenqian Cui ⁄ Pedro Sarmento ⁄ Mathieu Barthet	Controllable Music Generation ⁄ Symbolic Music Generation ⁄ Deep Learning ⁄ Transformers ⁄ Guitar Tablatures ⁄ Guitar Pro	2024
GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers	Pedro Sarmento ⁄ Adarsh Kumar ⁄ Yu-Hua Chen ⁄ CJ Carr ⁄ Zack Zukowski ⁄ Mathieu Barthet	Controllable Music Generation ⁄ Deep Learning ⁄ Conditioning ⁄ Transformers ⁄ Interactive Music AI ⁄ Guitar Tablatures	2023
LooperGP: A Loopable Sequence Model for Live Coding Performance Using GuitarPro Tablature	Sara Adkins ⁄ Pedro Sarmento ⁄ Mathieu Barthet	Controllable Music Generation ⁄ Sequence Models ⁄ Live Coding ⁄ Transformers ⁄ AI Music ⁄ Loops ⁄ Guitar Tabs	2023
A Systematic Evaluation of GPT-2-Based Music Generation	Berker Banar ⁄ Simon Colton	Generative Music ⁄ Deep Learning ⁄ Transformers ⁄ Music Generation Evaluation ⁄ Transfer Learning	2022