nowfound

AI · alternatives · 2026

24 alternatives to Catchy melodies made with a diffusion-based neural net assistant

I've created a diffusion-based neural net generative assistant that makes creating new melodies much easier, even for non-musicians like me. These are meant to be just the catchy "hook" parts of songs, so more work is required to make them into full songs, but this is already handled well by existing products (e.g. there are plugins that can suggest a few possible chord progressions based on the melody and there is even good singing software that I used without any tweaks to make the “voice” playlist: Synthesizer V Studio). This side project turned out to be quite challenging because of how…

This tool uses a diffusion-based neural network to generate catchy melodic hooks for songwriting, making melody creation accessible to non-musicians. The assistant produces short, hook-focused melodies that users can… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 1 we have checked on their own sites, 1 of them free or with a free tier. Catchy melodies made with a diffusion-based neural net assistant launched in 2022; newer entries below may have overtaken it.

  1. 1
    Suno.aifree tier▲503

    I turned my resume into a catchy pop song. Thought you'd all appreciate it. Worked directly on the Song Style prompt, which you can duplicate for your own fun catchy resume song. Just replace the lyrics!

    2023 · suno.com · its alternatives →

  2. 2IT

    Hey HN! I just shipped a project I’ve been working on called Maroofy: https://maroofy.com You can search for any song, and it’ll use the song’s audio to find other similar-sounding music. Demo: https://twitter.com/subby_tech/status/1621293770779287554 How does it work? I’ve indexed ~120M+ songs from the iTunes catalog with a custom AI audio model that I built for understanding music. My model analyzes raw music audio as input and produces embedding vectors as output. I then store the embedding vectors for all songs into a vector database, and use semantic…

    2023 · maroofy.com · its alternatives →

  3. 3
    TwoShot▲347

    Create and remix music with AI

    2024 · twoshot.app · its alternatives →

  4. 4
    Singify▲316

    Make AI music covers with your favorite artists anytime

    2023 · its alternatives →

  5. 5
    LALAL.AI▲268

    Use AI to split any song into vocal and instrumental tracks

    2020 · lalal.ai · its alternatives →

  6. 6SA

    Hey HN, My cofounder and I trained an AI music generation model and after a month of testing we're launching 1.0 today. Ours is interesting because it's a latent diffusion model instead of a language model, which makes it more controllable: https://sonauto.ai/ Others do music generation by training a Vector Quantized Variational Autoencoder like Descript Audio Codec (https://github.com/descriptinc/descript-audio-codec) to turn music into tokens, then training an LLM on those tokens. Instead, we ripped the tokenization part off and replaced it with a normal…

    2024 · sonauto.ai · its alternatives →

  7. 7

    First Music API trained on licensed data, commercial-ready

    2025 · elevenlabs.io · its alternatives →

  8. 8
    Brev.ai▲262

    Create quality music from text instantly, free & online

    2024 · brev.ai · its alternatives →

  9. 9

    Create catchy lyrics, rap your stories & share as video

    2023 · apps.apple.com · its alternatives →

  10. 10FA

    Hi all, I've spent some time working on music demixing or music source separation algorithms, which take in a mixed song and output estimates of isolated components (e.g. vocals, drums, bass, other). I took a popular PyTorch model with good performance (Open-Unmix, UMX-L weights), reimplemented the inference steps in C++, and compiled it to WebAssembly for a free client-side music demixer.

    2023 · sevag.xyz · its alternatives →

  11. 11

    Hi HN! I could never find the right sample for my music, so we built Sounds. A collaborative catalog of free samples and loops, generated with our music model. Everything is free to browse and download, but the most fun part is to generate your own. Every generation joins the public library, so the catalog grows from what people couldn't find.

    Apr 2026 · elevenmusic.io · its alternatives →

  12. 12PM
  13. 13

    Intuitive touch-based Mobile DAW with Integrated Music theory. Audio effects & Toolkit. Ear training. Songwriting. Start creating music now.

    Nov 2025 · melodic-mind.com · its alternatives →

  14. 14
    Tunes▲155

    Imaginative song titles generated by AI

    2021 · its alternatives →

  15. 15WB
  16. 16

    Generate music melodies easily

    2023 · its alternatives →

  17. 17

    AI that turns your melody into a full arrangement

    Feb 2026 · apps.microsoft.com · its alternatives →

  18. 18

    A text to music AI model by Google

    2023 · google-research.github.io · its alternatives →

  19. 19

    Dopeloop AI melody generator is now available for iOS

    2021 · apps.apple.com · its alternatives →

  20. 20

    Randomly generated MIDI melodies you can use for free

    2021 · dopeloop.ai · its alternatives →

  21. 21
  22. 22

    One-of-a-kind artwork inspired by your Spotify playlists

    2023 · its alternatives →

  23. 23

    Use AI to Create Music from Text

    2024 · its alternatives →

  24. 24

    Turn your ideas into original songs using AI 🎵

    Oct 2025 · melodyrics.promptlab.me · its alternatives →

Also compare

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →