Audio-based music similarity at Epidemic Sound – Carl Thomé, Epidemic Sound

Premium content

Login or register to unlock the content

When a YouTuber is creating a new video, they often search online for background music they can use. Traditionally this is done via search text and genre filters but a complementary interface could be to browse a catalog by providing audio examples. In this presentation, we outline the ongoing journey of developing such a system, including the nitty gritty training of machine learning models on Google Cloud, as well as deploying an embedding serving on top of Kubernetes and Elasticsearch.

Add comment

Highlight option

Turn on the "highlight" option for any widget, to get an alternative styling like this. You can change the colors for highlighted widgets in the theme options. See more examples below.


Instagram has returned empty data. Please authorize your Instagram account in the plugin settings .

Ivana Kotorchevikj

Categories count color


Small ads


  • Traffic lights
  • WoMo
  • Setra presentation
  • It never ends
  • stand still screening-smoking girl
  • Maria d'Odessa performs her art of make-up
  • Afro-deko-mono
  • Maria d'Odessa, touching
  • Maria d'Odessa au bâton de rouge-baiser

Social Widget

Collaboratively harness market-driven processes whereas resource-leveling internal or "organic" sources.