Mustango: Toward Controllable Text-to-Music Generation

1 code implementation • 14 Nov 2023 • Jan Melechovsky, Zixun Guo, Deepanway Ghosal, Navonil Majumder, Dorien Herremans, Soujanya Poria

Through extensive experiments, we show that the quality of the music generated by Mustango is state-of-the-art, and the controllability through music-specific text prompts greatly outperforms other models such as MusicGen and AudioLDM2.

Data Augmentation Denoising +4

Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure

1 code implementation • 19 Feb 2021 • Zixun Guo, Makris Dimos, Herremans Dorien

Melodies generated by the proposed model were extensively evaluated in quantitative experiments as well as a user study to ensure the musical quality of the output as well as to evaluate if they contain repeating patterns.