AI · alternatives · 2026
24 alternatives to AI audio embeddings - Discover 100M+ iTunes songs with language models
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…
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. AI audio embeddings - Discover 100M+ iTunes songs with language models 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 →
- 2SA
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 →
- 3
Music.AI▲137The single source for multiple state-of-the-art AI models
2023 · music.ai · its alternatives →
- 4MA
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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Soundry AI▲174Infinite sample packs and text-to-sound for musicians
2024 · soundry.ai · its alternatives →
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A text to music AI model by Google
2023 · google-research.github.io · its alternatives →
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- 11IU
Hi Hacker News, This is definitely out of my comfort zone. I just wanted to show you guys because I'm super proud of it. It's a 100% faithful recreation based off of the schematics, patents, and ROMs that were found online. So please watch the video and tell me what you think https://youtu.be/auOlZXI1VxA The reason why I think this is relevant is because I've been a programmer for 25 years and AI scares the shit out of me. I'm not a programmer anymore. I'm something else now. I don't know what it is but it's multi-disciplinary, and it doesn't involve writing code myself--for…
Jan 2026 · its alternatives →
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- 13PM
2017 · blog.buildo.io · 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 →
- 15
Lyrical Labs▲117Generate AI music melodies and lyrics - DALL-E for music
2024 · lyricallabs.io · its alternatives →
- 16FA
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 →
- 17WB
2012 · blog.beatmaticapp.com · its alternatives →
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A look into songwriting with an AI
2017 · its alternatives →
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Generate audio by describing it with words
2023 · ai-music-generator.app · its alternatives →
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BachBot: An AI that makes music like Bach
2016 · its alternatives →
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We built proprietary AI models that automate music transcription (audio to MIDI and audio to sheet music notation). Looking for any and all feedback on how to improve our product. We are a team of musicians who are tech nerds and are on a mission to empower musicians worldwide to play, share, and learn the songs they love.
2025 · songscription.ai · 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 →