Calculating Audio Song Similarity Using Siamese Neural Networks

At AI Music, where our back catalogue of content grows every day, it is becoming increasingly necessary for us to create more intelligent systems for searching and querying the music. One such system for doing that can be dictated by the ability to define and quantify the degree of similarity between songs. The core methodology described here tackles the concept of acoustic similarity. Searching for a song using descriptive tags often introduces the issue of semantic inconsistencies. Tags can be highly subjective by age group, culture, and personal preference of a listener.