Chris Cannam, Principal Research Software Developer at the Centre for Digital Music at QMUL has just completed a project that involved creating two new Vamp plugins from machine learning models for music audio:
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MERT Vamp Plugin: a feature extractor for MERT audio features
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Vamp Lossy Encoding Detector: detect whether music audio has previously been encoded via lossy compression
More info can be found in the below blog post: https://thebreakfastpost.com/2025/05/29/mert-vamp-plugin-and-a-lossy-encoding-detector/ And more info on Vamp plugins and how to use them can be found at: https://www.vamp-plugins.org/