
Tool for separating audio tracks using machine learning.
Tool for separating audio tracks using machine learning. Key strengths include automatic vocal isolation, stem generation, machine learning based audio separation. Security: Flagged.
Melody ML is a tool that allows users to separate audio tracks using machine learning techniques. It can automatically isolate vocals and generate stems, enabling users to remix songs. This tool is particularly useful for music producers and creators who want to manipulate audio tracks easily.
Published posture scored below 12/20 on Security & Data Privacy. Review the source links and the methodology before using it with sensitive data. We do not perform security testing.
Last assessed: 17 August 2026
Each scored criterion links to the published page it was derived from. Unscored criteria are marked, not guessed. This listing has not been hands-on tested.
Functionality & Features
The homepage describes the core functionality of separating music tracks using machine learning.
Source: melody.mlEase of Use
Requires hands-on use of the product.
Reliability & Performance
Requires hands-on use of the product.
Integration Capabilities
No citable published evidence in this pass.
Company Stability
No citable published evidence in this pass.
Update Frequency
No citable published evidence in this pass.
Tool for separating audio tracks using machine learning. Key capabilities: Automatic vocal isolation; Stem generation; Machine learning based audio separation. Commonly used for Isolate vocals from a song, Generate audio stems for remixing, Separate instrument tracks.
Melody is a paid tool.
Melody is flagged on our Security & Data Privacy criterion (scored below 12/20). Review the full assessment before using it for sensitive startup data.
Melody has not yet been rated on our 10-point evaluation framework. See How We Rate for the 10-criterion framework and status definitions.

AI voice generation tool for various applications.
Transform text into lifelike speech with AI voices.

Chat-based AI suite for video content production.

Record, edit, distribute, and monetize your podcast.
Transform your voice instantly with AI.

Hitpaw offers tools for audio, video, and image editing.

Tool for real-time deepfake detection and media verification.

AI software for converting speech to text and transcribing audio.