Tablature Generation

Tablature generation focuses on automatically creating musical notation for guitar, specifically in the GuitarPro format, using artificial intelligence. Current research employs deep learning models, particularly transformer architectures, often trained on large datasets of existing tablature, to generate music conditioned on factors like genre, emotion, and even the style of specific guitarists. This work leverages techniques from both audio analysis and natural language processing, improving the accuracy and controllability of generated music. The resulting advancements have implications for music education, composition assistance, and the broader field of computational musicology.

Papers