AI · alternatives · 2026
24 alternatives to Polymath: Convert any music-library into a sample-library with ML
Polymath is a open-source tool that converts any music-library into a sample-library with machine learning. It separates songs into stems, quantizes to same BPM, detects key and much more. A game-changing workflow for music producers & DJ
Polymath is an open-source tool that transforms music libraries into sample libraries using machine learning. It automatically separates songs into individual stems, quantizes them to a uniform BPM, and detects musical… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Polymath: Convert any music-library into a sample-library with ML launched in 2023; newer entries below may have overtaken it.
- 1IT
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 →
- 2FA
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 →
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Create cover photos, canvas videos and amazing visuals of 🫵
2024 · soundboost.ai · its alternatives →
- 4Polymath▲87
AI workspace to organize and share your knowledge
2025 · trypolymath.ai · its alternatives →
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In 2020, Magenta released DDSP [1], a machine learning algorithm / python library which made it possible to generate good sounding instrument synthesizers from about 6-10 minutes of data. While working with DDSP for a project, we realised how it was actually quite hard to find 6-10 minute of clean recordings of monophonic instruments. In this project, we have combined the DDSP architecture with a domain adaptation technique from speech synthesis [2]. This domain adaptation technique works by pre-training our model on many different recordings from the Solos dataset [3] first and then…
2022 · erlj.notion.site · its alternatives →
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Disclaimer : I am a white boy, straight outta Cambridge, UK. I do not condone the nastier, sometimes misogynistic language in this post, but in the interest of keeping it real, I have not made any effort to omit it either :b Mobile users : you probably want to turn your screen sideways Intro The fol
2016 · swarbrickjones.wordpress.com · its alternatives →
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- 8IF
Hi HN, Last time I showed free-music-demixer, which people seemed to enjoy. It was a static website with a Javascript + WASM module to perform music demixing (or music source separation) using an AI model UMX-L (Open-Unmix) running client-side in the browser. Since then, I have overhauled the project and made several improvements: - The demixing/separation quality is higher now, since I implemented the missing post-processing step - Memory usage is lower now by performing a custom segmented inference with a streaming LSTM, which should allow larger tracks (or, dare I say,…
2023 · freemusicdemixer.com · its alternatives →
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Melody ML▲185Easily separate audio tracks using machine learning
2019 · melody.ml · its alternatives →
- 10WB
2012 · blog.beatmaticapp.com · its alternatives →
- 11MA
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 →
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- 13HU
Link here: http://beta.whatispolymath.com Despite all the educational material on the web, I found it pretty hard to learn how to code and design. I had trouble finding high-quality content, figuring out what to learn next, and staying motivated without easy ways to track my progress. So, my co-founder and I built Polymath. Our MVP is pretty simple right now: you can find & submit good content, bookmark & track your progress across different resources, and rate/comment on the material. We’re trying to build a really fun online learning community, and we’ve got some more cool features…
2012 · beta.whatispolymath.com · its alternatives →
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PolyNome▲74Create & track practice routines, grooves, and much more
2021 · polynome.net · its alternatives →
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ElevenMusic▲102Hi 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 →
- 18
A text to music AI model by Google
2023 · google-research.github.io · its alternatives →
- 19PM
2017 · blog.buildo.io · its alternatives →
- 20GA
Hi guys! At our startup, Galiboo, we've created an AI-powered API for music, which can do things like: - searching for music with natural language - extracting hundreds of moods & emotions from any track - finding tracks by tags - get similar-sounding music - and more. The website is https://galiboo.com/, and the API docs are at apidocs.galiboo.com. We've also got a live demo at demo.galiboo.com. We also have a Python client library at https://github.com/galiboo/galiboo-python. Our APIs are in beta, so we'd love to hear your thoughts & feedback! :) Thanks!
2018 · its alternatives →
- 21
RaveForce - An OpenAI Gym style toolkit for music generation experiments. - chaosprint/RaveForce
2022 · github.com · its alternatives →
- 22TA
2018 · turtle.audio · 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 →