Music Audio Search Engine Using OpenAI's Embeddings on GPT Descriptions
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…
Music Audio Search Engine Using OpenAI's Embeddings on GPT Descriptions launched on January 20, 2023 with 92 votes, #510 of 3,901 launches that month and more than 90% of that year's launches. The site was not reachable when checked in September 2026.
In plain words
A music audio search engine that lets producers and audio enthusiasts find sounds using natural language descriptions. The tool indexes over 3,000 audio grooves from Freesound.org with AI-generated descriptions, then matches user queries to similar sounds using semantic search. Users input what groove they're looking for and receive matching results within seconds, helping streamline the music production workflow.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
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…
Does a similar job
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