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FUZZ-1.0

RiffusionAudio
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FUZZ-1.0

Turn text inspiration and custom lyrics into playable songs

FUZZ-1.0 is a music generation model in Riffusion's FUZZ series, suitable for exploring song directions from theme descriptions or turning existing lyrics into playable music drafts. It offers inspiration generation, custom lyrics, and lyric-free creation modes, delivering song audio along with information such as titles and lyrics, making it suitable for creative drafts, style comparisons, and continued use in existing projects.

RiffusionModel brand
AudioModel type
AudioTask capability
STANDARD APIs · QUICK SETUP

Bring this model into your workflow

Submit requests to the public API at api.acedata.cloud using the documented parameters, then use the results in your application.

API host
api.acedata.cloud
model
FUZZ-1.0
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Input parameters and result formats vary by service. Use the public API for this model and follow its guide for generation, task retrieval and editing operations.

Specifications and interface features

Clarify capacity, inputs and outputs, and invocation methods before selecting a model.

Creation inputs
Text prompts, custom lyrics, song titles
Generation method
generate; custom controls the custom creation mode
Lyric-free mode
instrumental boolean switch, false by default
Style description
/riffusion/audios provides a separate style field
Result delivery
JSON results, including audio_url, song ID, status, and duration
Task processing
Supports async asynchronous tasks and callback_url callbacks

The above describes this platform's creation and delivery methods; interface parameters are not treated as native audio capacity or sound-quality metrics.

Core capabilities

Learn what FUZZ-1.0 can bring to your work.

Start songwriting from a theme

When you do not have complete lyrics, you can first use prompts to describe the song's theme, mood, and musical direction, then initiate creation with generate. For example, combine a holiday theme with an upbeat pop style in a description to first obtain a playable draft, then decide whether it is worth continuing to refine. The focus is on exploring songs, rather than merely generating a piece of text.

Bring existing lyrics into music

When lyrics are already written, you can use the custom method to submit lyric and organize the work with a title. In the Riffusion entry point, you can also describe the music style separately through style. Lyric examples use section labels such as verses and choruses, making them suitable for bringing text structure into drafts and checking the section arrangement after listening.

Manage audio and work information together

Generation results include more than just an audio link; they also contain information such as song ID, lyrics, title, status, and duration. Applications can use this to build listening lists and save each draft in association with its creation inputs. Asynchronous tasks and callbacks are suitable for placing the generation process in the background, allowing users to return and listen once it is complete.

Use Cases

Start from specific tasks to find where the model can be effective.

Original Lyrics Demo

Enter lyrics already divided into sections, a work title, and a target style to generate a song draft for evaluation. Creators can focus on auditioning verse-chorus transitions, lyrical expression, and musical character before deciding whether to revise the words or adjust the style. The deliverables are audio and associated lyrics, suitable for the next round of creative discussion.

Content Soundtrack Concepts

Enter a theme, mood, and instrumental direction for a video or event, and enable instrumental mode as needed to create soundtrack candidates. First use the audio to judge whether the atmosphere fits the visuals, then proceed with editing and post-production. Suitable for exploring musical directions; do not treat the target length in the text as an exact editing instruction.

Continue Drafting for Existing Projects

Teams with an existing FUZZ-1.0 creative workflow can retain the original model and lyric structure while continuing to generate drafts around new themes. Saving prompts, titles, and song IDs helps organize different creative rounds. When used for project continuity, its value lies in keeping version choices clear rather than guaranteeing the same audio is reproduced.

How to Choose This Model

Choose based on task complexity, input materials, and expected results.

When to Continue Choosing FUZZ-1.0

If a project already uses FUZZ-1.0, or you want to create lyric demos around this legacy base model, you can continue to specify it explicitly. FUZZ-1.0 Pro, FUZZ-1.1, and FUZZ-2.0 are all different models; when choosing, it is more appropriate to audition and compare them using the same set of lyrics and styles rather than judging results solely by Pro or version numbers.

Choose an Entry Point by Creative Workflow

For creative workflows that require entering style separately, use /riffusion/audios; existing Producer applications can specify FUZZ-1.0 at /producer/audios. The required fields and operation names differ between the two entry points, so preserve each request structure. Basic generation can be integrated first, while complex editing can then be tested item by item for specific tasks.

Get Started: Find the First Melody for Original Lyrics

Arrange the inputs first, then connect to the appropriate application workflow.

Prepare Inputs

Prepare verses and choruses, a song title, and a brief sound description, and first determine whether vocals are needed.

Organize the Request and Subsequent Workflow

Submit the creation using the correct FUZZ-1.0 request values; select the prompt, lyric, and title fields for the appropriate entry point, and save the task_id and work ID. Complete the audition first, then choose subsequent operations according to this model's documentation, without mixing in editing fields from other tiers.

Practical task example: finding a first melody for original lyrics

Design tasks directly from the following inputs and acceptance priorities.

Recommended task

Submit lyrics using custom mode; use the prompt to describe rhythm and instrumentation, and configure the corresponding Riffusion entry point when a separate style field is required.

Key checks

Listen to whether the lyrics flow coherently and whether the melody is easy to continue creating from, then save the audio and metadata; fields from different entry points cannot be exchanged as-is.

Usage boundaries

Before formal use, understand the output quality and range of capabilities.

  • FUZZ-1.0 is not equivalent to FUZZ-1.0 Pro or later versions. Operations such as covers, continuation, vocal replacement, and stem separation cannot be assumed to all be available simply because they belong to the same series; after establishing a workflow with basic generation, it is more prudent to verify the required editing features.
  • Music duration depends on the generated result; do not treat the length of a particular sample as a fixed upper limit or the delivery length for every generation. For works that need to match visuals, beats, or specific time points, arrange editing and post-production after listening rather than relying on prompts for precise control.
  • Song delivery centers on the audio pointed to by audio_url. image_url is an accompanying image link, and video_url may be empty, so song generation does not mean that a music video is also obtained; nor should it be assumed that all results use the same audio encoding format.

Frequently Asked Questions

Answers to common questions about using FUZZ-1.0.

Can FUZZ-1.0 generate a song from a single idea?

You can use a prompt to describe the theme and musical direction, then start creating with generate. When describing it, you can combine mood, style, and instrument requirements. A formal request also requires the fields required by the selected endpoint: the Riffusion endpoint requires action and lyric, while the Producer endpoint additionally requires prompt.

How do I use my own lyrics?

Put the lyrics in lyric and set custom=true; the title can be specified with title. You can use labels such as verse and chorus to organize sections; in the Riffusion endpoint, style is used to describe the musical direction. After generation, listen to how the lyrics are presented and how the sections connect before deciding on the next round of changes.

Can I generate music without vocals?

You can choose lyric-free creation with instrumental=true and describe the accompaniment theme and musical atmosphere in the prompt. This switch is used to select the creation mode, not as an audio track separation command; if the goal is to extract accompaniment from an existing song, the corresponding task should be handled separately.

Are FUZZ-1.0, Pro, and 1.1 the same model?

No. FUZZ-1.0, FUZZ-1.0 Pro, and FUZZ-1.1 are separately named models and should be explicitly specified when calling them. Existing projects can continue using FUZZ-1.0; when trying other versions, it is recommended to keep the lyrics and style descriptions consistent and choose the more suitable result through actual listening.

How does a generation task return a song?

The completed JSON result includes the song audio link and related information; you can obtain the audio through audio_url. When using async=true, save task_id first, then check the completion status; you can also configure callback_url to receive the result. Returning a task ID itself does not mean the song has already finished generating.