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2.5 Years Later

A C++ Framework for Audio ML Research Prototyping

00:00 - 00:00 | Friday 31st October 2025 |
Beginner
Intermediate

After two and a half years as a R&D engineer in a public research laboratory, I'm happy (and stressed) to open source a big part of my work.

RT-Machine is a c++17 framework developed to help prototyping audio applications & libraries embedding neural networks. It targets linux/android/iOS to integrate ONNX/Tflite/executorch models and provide various features, like pre-processing and asynchronous processing.
We've been using it quite extensively to provide demonstration libraries to our partners.

In this talk I'd like to present you my work, but also discuss what it means to work as an engineer in a public research laboratory and what impact it had on the design of such a tool.

Maxime Coutant

Audio Software R&D Engineer

ADASP research group

I'm an audio software engineer in the ADASP group, part of the LTCI public laboratory. Audio enthusiast, hobbyist musician and software addict, I love to share, learn and meet new people !

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