
Moises
Acapella Extractor
Spleeter
VOXISO
Stems
Groovebox: Beat & Synth Studio
Melosity
Easily separate audio tracks using machine learning

1-Click Deploy
Deploy anywhere from your AI tool.
Which is more popular?
Based on our record, Melody ML seems to be more popular. It has been mentioned 58 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | melody.ml | cloudploy.com |
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In their own words, as submitted to SaaSHub.


No description of Melody ML yet.
Add an API key. Your agent deploys from Claude Code, Cursor, or any MCP client. Bring your own Ubuntu/AWS server or provision Hetzner/DigitalOcean/AWS at cost. Flat plan for the control plane; compute at the provider’s rate. Free forever: 1 small server, 1 app.
What each product offers, as listed by its team.


Possible disadvantages
Possible disadvantages
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
Musicians, DJs, music producers, content creators, and anyone involved in audio editing or remixing who needs to isolate vocals or instruments from a track for creative or professional purposes.
No analysis of CloudPloy yet.
Walkthroughs and reviews on video.
FREE | Split Vocals Drums Instrumentals From Songs | Acapella Melody ML
No CloudPloy videos yet. You could help us improve this page by suggesting one.
How often each product is chosen within a category, 0–100% relative to the other.


Share your experience with using Melody ML and CloudPloy. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.


I extracted the vocal stem using melody.ml so they already aren't great quality, right now I just have some basic equing and Soundgoodizer preset A on the master. Source: about 3 years ago
Download his songs off youtube and then import em into melody.ml. Source: over 3 years ago
Since it seems pretty similar to 302 you could also isolate the frequencies or extract all the parts to see how he mixed it. melody.ml is a decent way to have a quick look at volume levels and sounds used IMO. Source: over 3 years ago
Tracking CloudPloy since Sep 2026.
When comparing Melody ML and CloudPloy, you can also consider the following products.

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Isolate vocals from any song for free
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Isolate vocals from any song using AI by Deezer
Compare Spleeter to Melody ML or CloudPloy:

