workshop-TUMO2024

Lab Materials for MIT 6.S191: Introduction to Deep Learning

InspireMusic: A Unified Framework for Music, Song, Audio Generation.

?+? Build your music algorithms and AI models with the next-gen DAW ?

MIDI / symbolic music tokenizers for Deep Learning models ?

Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.

Resources on Music Generation with Deep Learning

AI Audio Datasets (AI-ADS) ?, including Speech, Music, and Sound Effects, which can provide training data for Generative AI, AIGC, AI model training, intelligent audio tool development, and audio applications.

a list of demo websites for automatic music generation research

Train an LSTM to generate piano or violin/piano music.

"Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions", ACM Multimedia 2020