Riffusion

Riffusion

Description of the Riffusion neural network

Riffusion is a neural network for music generation that creates audio tracks based on text descriptions or user-uploaded audio clips. The tool is based on an adapted version of Stable Diffusion, which works not with direct sound synthesis but with spectrograms — visual representations of an audio signal. This approach allows the model to train on millions of examples of musical sonograms and create tracks with unconventional combinations of genres and instruments.

Users can enter text prompts, upload their own sounds, adjust tempo and instruments, edit finished tracks, and automatically generate song lyrics. Riffusion is available through a web interface and requires no special musical skills, making it suitable for both professional musicians and hobbyists.

Riffusion characteristics

Characteristic	Value
Type	Neural network for music generation
Category	Music creation, Text to music
Platforms	Web app, mobile version of the website
Interface languages	English (Russian is not supported, but the AI understands Russian-language prompts)
Free plan	Yes, as part of the beta test
Output format	m4a
API	Available
Browser extension	Available
Registration	Not required
Rating	4.3–4.43 out of 5 stars

Who is Riffusion suitable for?

Music producers and songwriters

Professional musicians and producers can use Riffusion to quickly prototype ideas, create demo tracks, and experiment with unconventional genre combinations. The tool helps overcome creative blocks and discover new sounds.

Content creators

Video makers, podcasters, and bloggers can generate unique background music for their projects without having to pay for licenses to ready-made tracks or hire composers.

Casual enthusiasts and beginners

People without musical education or special skills can create full-fledged compositions by simply entering text descriptions. Riffusion opens up the opportunity for creativity to anyone with lyrical ideas.

Educational and therapeutic programs

The tool is also suitable for use in music therapy and educational purposes, allowing users to explore the intersection of artificial intelligence and art.

How to use Riffusion?

Basic generation process

To create a track, simply go to the official website riffusion.com, enter a text prompt (for example, "energetic rock with heavy guitars" or "slow piano ballad"), and then click the "Generate" button. If you don't have a specific idea, you can use the random prompt button (the dice icon). Generating one track takes no more than a minute.

Adjusting parameters

Additional settings can be opened via the gear icon: you can adjust tempo, choose instruments, set the level of noise suppression, and manually set the complexity of lyrics, melody, and instrumental. Users can also upload their own audio clips to use as the basis for a new track.

Saving and publishing

The finished track is saved via the "Info" button — from there you can download it in m4a format or copy a link to share. Riffusion also provides a built-in social platform where you can publish your tracks and share them with other users.

Main features of Riffusion

Music generation from text prompts

The main function of the neural network is converting text descriptions into full-fledged musical compositions. Users can describe the desired genre, mood, instruments, and other characteristics, and the AI will generate a corresponding track.

Working with uploaded sounds

Riffusion allows you to upload your own audio files and use them as the basis for creating new tracks. The model can analyze and process uploaded sounds, adding new elements to them.

Automatic songwriting

If the user does not provide lyrics for a song, the neural network can generate them automatically. Manual adjustment of the complexity and style of the lyrics is also available.

Editing and adjusting finished tracks

After generation, the track can be refined: change the tempo, add or remove instruments, and adjust noise suppression. Riffusion also remembers user preferences and improves results over time.

Advantages of Riffusion

Unique approach to sound synthesis

Using spectrograms instead of direct sound synthesis allows the model to create unconventional combinations of genres and instruments that can be difficult for other neural networks to produce. This makes it possible to obtain original sound that differs from template solutions.

Accessibility and speed

The tool does not require special musical skills — any user can start creating music right after opening the website. Generating one track takes no more than a minute, allowing for quick idea prototyping.

Free use without limits

As part of the beta test, Riffusion allows users to create an unlimited number of tracks for free. This sets it apart from many competitors that impose restrictions even on free plans.

Understanding Russian-language prompts

Despite the fact that the tool's interface is entirely in English, the neural network understands prompts entered in Russian, which expands the audience of users.

Disadvantages of Riffusion

No Russian interface

The entire Riffusion interface is in English, and Russian is not officially supported. This can be inconvenient for users who do not speak English, although the neural network itself understands prompts in Russian.

Limited mobile accessibility

Riffusion does not have full-fledged mobile applications for Android or iOS — access through mobile devices is only available via the mobile version of the website. This may be less convenient for users accustomed to native apps.

Upcoming introduction of paid features

Currently, the service works for free, but after the beta test ends, paid features and subscriptions are planned. The exact timing and terms of the transition have not yet been announced, which creates uncertainty for users who rely on free access.

Need for an active internet connection

Riffusion requires a constant internet connection to work, which limits the possibility of offline use. In addition, the AI's interpretation of prompts may not always match user expectations — several attempts may be needed to achieve the desired result.

What tasks does Riffusion solve?

Creating music from text descriptions

The main task of the tool is turning text prompts into full-fledged music tracks. This allows you to quickly obtain compositions for specific purposes: for videos, podcasts, advertising, or personal creativity.

Fast generation of musical ideas

Musicians and producers can use Riffusion to create demos and prototypes to evaluate how an idea will sound before starting a full recording. This speeds up the creative process and helps overcome creative blocks.

Creating tracks based on uploaded sounds

Users can upload their own audio clips and process them with AI, getting new versions of tracks or adding additional instruments and effects to them.

Automatic songwriting

For those who have a musical idea but no ready-made lyrics, Riffusion automatically generates lyrics. This simplifies the song creation process for authors who struggle with writing lyrics.

Extracting vocals from audio and creating background music

The tool also allows you to extract vocals from existing audio recordings and create unique background compositions for videos, podcasts, and other projects.

Riffusion prices

At the time of publication, Riffusion is completely free as part of the beta test. Users can create an unlimited number of tracks without any limits and there is no charge. After the beta test ends, paid features and subscription options with premium capabilities for an additional fee are planned. Exact prices and terms of future plans have not yet been announced, so it is recommended to visit the official Riffusion website for up-to-date information.

Terms of use of Riffusion

Riffusion works as a web application through the official website and does not require mandatory registration to start using it. The user needs an active internet connection. Currently, as part of the beta version, the service is available for free without restrictions on the number of tracks created. Using IPv6 is not required. After the beta test ends, paid features will be introduced, and the terms of use may change.

Availability of Riffusion

Riffusion is available through a web browser on personal computers and through the mobile version of the website. There are currently no full-fledged mobile applications for Android or iOS. The interface is in English, but the neural network understands prompts entered in Russian. No VPN is required to use the service, and no regional restrictions are indicated — the tool is presumably available to users from different countries. In addition to the web interface, Riffusion has an API and a browser extension.

How Riffusion differs from analogs

The main difference between Riffusion and its competitors (for example, Suno) is its unique approach to sound synthesis. Instead of directly creating an audio waveform, the model generates and modifies spectrograms, training on millions of examples of musical sonograms. This makes it possible to obtain tracks with unconventional combinations of genres and instruments that are difficult to create with traditional methods. Riffusion also stands out for its easy text-to-music conversion: users do not need special knowledge or skills to start creating compositions. An additional advantage is the ability to upload your own sounds and manually adjust tempo, instruments, and noise suppression, which provides more control over the final result. As part of the beta test, the tool remains free without restrictions on the number of tracks, which also distinguishes it from many analogs that impose limits even on free plans.

Conclusion

Riffusion is a neural network for generating music from text prompts and sound samples, using a unique spectrogram-based approach. The tool stands out for the absence of limits in the beta version, the ability to manually adjust the sound, and the ability to understand Russian-language prompts despite the English interface. It is suitable for quick musical ideas, creating prototypes, and experimenting with genres. However, limitations should be taken into account: the interface is only in English, there are no full-fledged mobile applications, and paid features will be introduced after the beta test ends. Overall, Riffusion offers an innovative and engaging approach to music creation, making it accessible to a wide audience — from professional musicians to casual enthusiasts.