Suno v5.5 Lets You Clone Your Own Voice and Train Custom AI Models

Suno just shipped the feature its users wouldn't stop asking for. Version 5.5 of the AI music platform introduces Voices — a tool that lets you generate songs using your own singing voice. Upload your vocals, verify your identity, and the system builds a voice profile that only you can access.

The verification step is worth noting. Suno requires users to match their singing voice to spoken phrases before a voice profile goes live, a safeguard clearly designed to prevent people from cloning someone else's pipes without permission. In a landscape where unauthorized voice cloning has become a genuine concern for artists and labels alike, that's a deliberate move.

But Voices isn't the only major addition. Custom Models, available to Pro and Premier subscribers, let users upload their own original tracks to train a personalized version of v5.5 that mirrors their creative style. Think of it as teaching the AI your sonic fingerprint — your chord tendencies, your production quirks, your genre instincts. Each user can build up to three of these custom models.

There's also My Taste, a free feature that tracks your listening habits and preferences over time, then adjusts what the platform surfaces to match your preferred genres and moods. It's the kind of passive personalization that streaming services have been doing for years, now applied to creation rather than consumption.

Taken together, these updates represent Suno pushing hard toward professional utility. Voice cloning with identity checks, style-trained models built on your own catalog, algorithmic taste profiling — this isn't a toy for making meme songs anymore. Or at least, it doesn't want to be.

The timing matters too. Suno has been at the center of ongoing friction between AI music platforms and the traditional music industry, particularly around questions of training data and artist rights. The company says it's planning next-generation music models set to launch later this year in partnership with the music industry — language that suggests licensing deals or collaborative frameworks could be on the table.

“The feature set is clearly aimed at creators who want AI as a collaborator, not a replacement.”

Whether those partnerships materialize in a way that satisfies both sides remains the big question. For now, v5.5 is live, and the feature set is clearly aimed at creators who want AI as a collaborator, not a replacement.

Keep an eye on what those industry partnerships actually look like when they're announced. That's where the real story is headed.

Try Suno v5.5 for yourself!