EfficientAT

This repository aims at providing efficient CNNs for Audio Tagging. We provide AudioSet pre-trained models ready for downstream training and extraction of audio embeddings. (by fschmid56)

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EfficientAT reviews and mentions

Posts with mentions or reviews of EfficientAT. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-07-13.
  • Show HN: Free AI-based music demixing in the browser
    7 projects | news.ycombinator.com | 13 Jul 2023
    Interesting, I attempted to do the same as you but stopped just shy of BPM matching.

    However I did get sound similarity working using an audio tagging neural net [1]. I chopped off the first and last 15 seconds of every song in my collection and ran them all through this analysis which produces a ~520 dimensional vector. I then targeted specific endings I wanted to match and used Euclidian distance to find the closest matching song beginning.

    YMMV but I thought it actually worked pretty well, I just never got to automating the BPM matching. I can try to look for my old script if you're interested :)

    [1] https://github.com/fschmid56/EfficientAT

Stats

Basic EfficientAT repo stats
1
181
7.1
3 months ago

fschmid56/EfficientAT is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of EfficientAT is Python.


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