A tutorial on Large Language Models for Music Information Retrieval.
By Keunwoo Choi, 2024
This is a web book I wrote because it felt fun when I thought about it -- a tutorial on Large Language Models for Music Information Retrieval.
I've been working on acoustics, audio, music, machine learning, and AI since 2009 through various universities and companies. Early 2023, I decided to make a change towards language models and joined Genentech (Prescient Design team) to train and suffer from large language models. A year has passed, and I was fortunate to have learned some bit about LLMs by implementing, testing, evaluating, deploying, debugging, thinking, observing, wondering, and nightmare-ing.
LLMs seem powerful, but that may not be a strong reason to commit to them. But I believe LLMs are here to stay for good reasons. This book is my invitation to the field and the ideas, hope you like it.
Please visit the web book to read it.
@book{llms-heart-mir,
Author = {Choi, Keunwoo},
Month = May.,
Title = {LLMs heart MIR: A tutorial on Large Language Models for Music Information Retrieval},
Year = 2024,
Url = {https://llms-heart-mir.github.io/tutorial},
}