AI · alternatives · 2026
24 alternatives to Generate beats for your song in seconds using Latent Diffusion Models
Showing this on behalf of a friend here. A friend has built a copilot for music creation - CassetteAI. It generates music from text using the inputs you provide to it. It uses a Latent Diffusion Model trained on just instrumental audio to "imagine" music in its latent space to generate beats. Would love to hear your feedback!
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. Generate beats for your song in seconds using Latent Diffusion Models launched in 2023; newer entries below may have overtaken it.
- 1SA
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 →
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After two years of development, I'm super excited to release Beat Maker! This is my take on what I hope is the best free, web-based drum machine. My goal was to build something that was not only fun and easy to use for beginners but also powerful enough for serious producers. I did extensive research on existing drum machines, analyzed their UX, and tried to build something that adds something new. It's a nearly 100% client-side app, written in ClojureScript, and is a PWA so you can install it to your home screen for an app-like experience. Besides the standard grid editor, Beat Maker has…
2025 · dopeloop.ai · its alternatives →
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CassetteAI▲171The AI-powered music producer, create your dream music
2023 · cassetteai.com · its alternatives →
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Generate audio by describing it with words
2023 · ai-music-generator.app · its alternatives →
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Stable Audio 2.0▲156One shot sample generation for the SignalsAndSorcery.com platform - shiehn/sas-sample-generator
2024 · stability.ai · its alternatives →
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Beats, a web-based drum machinefree▲160Hello all! I've been an avid fan of Pocket Operators by Teenage Engineering since I found out about them. I even own an EP-133 K.O. II today, which I love. A couple of months ago, Reddit user andiam03 shared a Google Sheet with some drum patterns [1]. I thought it was a very cool way to share and understand beats. During the weekend I coded a basic version of this app I am sharing today. I iterated over it in my free time, and yesterday I felt like I had a pretty good version to share with y'all. It's not meant to be a sequencer but rather a way to experiment with beats and basic sounds,…
Jan 2026 · beats.lasagna.pizza · its alternatives →
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Beatwave▲111Create custom audio visualizers in just a few clicks
2023 · viddyoze.com · its alternatives →
- 9WB
2012 · blog.beatmaticapp.com · its alternatives →
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Beat Generator▲123Randomly generated, royalty free Hip hop beats.
2020 · play.google.com · its alternatives →
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- 12MA
I am excited to announce a new tool for music producers and audio enthusiasts - a music audio search engine. With just a simple description of the groove you're looking for, our semantic search engine will output the most similar audio in seconds. I used the Freesound.org API to upload over 3,000 grooves to MongoDB, and combined all the relevant data such as tags, title, description, BPM, etc. into OpenAI's Text-Davinci to generate a unique description of each sound. I then embedded these descriptions using the Ada Embeddings Model and inserted them into Pinecone DB vector database, making…
2023 · muzic-sage.vercel.app · its alternatives →
- 13
Make simple 4-bar music loops in your browser using this simple online sequencer. A quick way to express your musical ideas and export them as MIDI.
2022 · muted.io · its alternatives →
- 14
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…
2022 · youtube.com · its alternatives →
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TextBeat▲81Generate outstanding videos in minutes from your phone
2024 · robzapps.com · its alternatives →
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- 18BF
2023 · beatbot.fm · its alternatives →
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I recently got Ableton Move and was disappointed by how difficult it was to convert samples into Move-compatible drum racks, so I made a simple CLI tool for that. I hope others find it useful, and at some point, Ableton sees the need and provides us with a built-in solution.
2024 · github.com · its alternatives →
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Make royalty-free beats in seconds — instant music studio
2025 · aibeatmaker.app · its alternatives →
- 21
As someone with zero tech background, it's mind-blowing how AI lets me bring creative ideas to life. Hope you enjoy my little creation – huge thanks for checking it out!
2025 · songcreator.io · its alternatives →
- 22
Want to be a superstar? Now's your chance!
Nov 2025 · music.nextaibar.com · its alternatives →
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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 →