MusiConGen
M
Musicongen
Overview :
MusiConGen is a Transformer-based text-to-music generation model that enhances control over rhythm and chords through time conditioning. It is fine-tuned from the pre-trained MusicGen-melody framework. The model uses symbolic representations of chords and rhythm control, combined with five distinct styles of text descriptions to generate samples. The chords of the generated samples are estimated using the BTC chord recognition model, as detailed in the research paper.
Target Users :
Music creators and enthusiasts can use MusiConGen to generate music samples with specific styles and rhythms, providing inspiration and assistance in the process of music creation and learning.
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Use Cases
Music creators use MusiConGen to generate blues music samples with specific chords and rhythms for new song creation.
Music educators leverage MusiConGen to generate music samples in various styles to help students understand the characteristics of different music genres.
Music enthusiasts employ MusiConGen to create rock music samples with specific rhythms for personal enjoyment or learning to play.
Features
Supports text descriptions to generate music samples
Utilizes symbolic representations for chord and rhythm control
Generates music by integrating various text description styles
Estimates the chords of generated samples through the BTC chord recognition model
Offers samples in different music styles such as blues, jazz, rock, funk, and heavy metal
Facilitates the comparison of performance across different fine-tuning methods
How to Use
1. Visit the MusiConGen demo page.
2. Choose a text description outlining the music style and characteristics you wish to generate.
3. MusiConGen will generate music samples based on the input text description.
4. Analyze the generated samples' chords using the BTC chord recognition model.
5. Compare music samples generated by different fine-tuning methods to understand their performance differences.
6. Adjust the text description or chord control parameters further as needed to create new music samples.
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