Life & fun · alternatives · 2026

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. deepsing – See music – create machine generated visual stories of songs launched in 2020; newer entries below may have overtaken it.

1. 1
   Song Branch▲70

   An interactive song lyric visualization experiment.

   2016 · its alternatives →

2. 2
   DeepJ▲120

   AI-composed piano music in real time

   2018 · its alternatives →

3. 3
   neural frames▲144

   Discover the synthesizer for the visual world

   2023 · neuralframes.com · its alternatives →

4. 4
   The Artist Hunt▲108

   An intuitive way to discover music

   2014 · its alternatives →

5. 5PM
   Playing music with your voice and machine learning▲92

   2017 · blog.buildo.io · its alternatives →

6. 6
   Hidden Layer▲119

   Interviews with musicians about their creative processes

   2017 · hiddenlayer.co · its alternatives →

7. 7
   Deep Sampler 2 - Future of Sound Design▲100

   AI-generated samples and effects for producers (FREE VST)

   2024 · audialab.com · its alternatives →

8. 8
   DeepMusic for Alexa▲76

   Songs made with artificial intelligence

   2018 · amazon.com · its alternatives →

9. 9
   MusicLM by Google▲133

   A text to music AI model by Google

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

10. 10
    Music Dawn▲91

    A recorder for musicians. Every idea sounds finished.

    11d ago · apps.apple.com · its alternatives →

11. 11
    SoundBrush▲73

    Turn drawings into music

    2014 · getsoundbrush.com · its alternatives →

12. 12
    Mindscapes▲90

    Stochastic background music generator

    2014 · mindscapes.co · its alternatives →

13. 13
    Happy Shrimp▲92

    Alibaba's AI music generator for turning ideas into songs

    Aug 2026 · happyshrimp.ai · its alternatives →

14. 14
    DeepBeat▲8

    A Computational Approach to Rap Lyrics Generation

    2017 · deepbeat.org · its alternatives →

15. 15
    Musicon▲73

    An interactive music-making machine for children

    2017 · musiconclub.com · its alternatives →

16. 16
    VisualMelody▲6

    AI Image-generated Music

    2025 · its alternatives →

17. 17
    An open source music grid you can play around and create short music▲9

    2020 · music-grid.surge.sh · its alternatives →

18. 18NM
    Next music production by communicating with AI▲5

    2017 · medium.com · its alternatives →

19. 19
    Tensorflow Magenta from Google▲5

    Machine learning tools for creation of art and music

    2016 · github.com · its alternatives →

20. 20
    Google Magenta▲18

    Make music and art using Machine Learning

    2017 · magenta.tensorflow.org · its alternatives →

21. 21JT
    Journal to Music Making AI App▲9

    2020 · deardiary.ai · its alternatives →

22. 22OS
    Open-Source Music Streams Made with Loops and Randomness▲9

    2020 · celody.com · its alternatives →

23. 23AA
    AI audio embeddings - Discover 100M+ iTunes songs with language models▲7

    We’re a group of electronic music artists and PhD researchers working in AI music. We've been working on a project to help us discover new music in a more objective way. It's called Speak Music: https://speakmusic.sonophase.com/ We’ve trained an AI model to understand the correspondence between music and language. The model combines a machine listening and audio signal processing with transformers for text embeddings. Once trained, we index a huge catalogue of unseen audio, ensuring that the search system can efficiently scale to millions of tracks. At the moment, our model is…

    2023 · speakmusic.sonophase.com · its alternatives →

24. 24BB
    Band Blocks, visual music programming▲8

    2017 · marianoguerra.github.io · its alternatives →

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 →