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Riffusion

Riffusion takes a highly unique approach to AI music generation by utilizing Stable Diffusion to generate visual spectrograms, which are then converted back into creative, boundary-pushing audio.

Spectrogram-Based Generation

Unlike traditional audio models, Riffusion generates images (spectrograms) of sound based on your text prompts, resulting in highly experimental and unique musical textures.

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Spectrogram-Based Generation
Real-Time Audio Inpainting

Real-Time Audio Inpainting

Because it operates on images, Riffusion allows you to use standard image inpainting techniques to visually edit the spectrogram, smoothly transitioning between entirely different genres.

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Open-Source Experimentation

Built on open-source technology, Riffusion invites developers and musicians to experiment with its code, leading to bizarre, wonderful, and highly creative musical outputs.

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Open-Source Experimentation

How to Use Riffusion?

Enter a Text Prompt

Type a description of the sound or music you want to hear (e.g., "jazzy saxophone over a hip hop beat").

Generate Spectrograms

Riffusion generates an image representation of the sound, which it simultaneously plays back as audio.

Morph and Transition

Input a second prompt and allow the engine to visually and audibly transition smoothly between the two concepts.

How to Use Riffusion? FAQs