2.5 Years Later: A C++ Framework for Audio ML Research Prototyping - Maxime Coutant - ADC 2025

https://audio.dev/ -- @audiodevcon​ ADC Bristol ​- 9th - 11th November --- 2.5 Years Later: A C++ Framework for Audio ML Research Prototyping - Let's break it down - Maxime Coutant - ADC 2025 --- 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++20 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. --- Slides: http://data.audio.dev/talks/2025/2-5-... --- Maxime Coutant Audio enthusiast, hobbyist musician and software addict, I love to share, learn and meet new people ! --- ADC is an annual event celebrating all audio development technologies, from music applications and game audio to audio processing and embedded systems. ADC’s mission is to help attendees acquire and develop new audio development skills, and build a network that will support their audio developer career. Annual ADC Conference - https://audio.dev/   / audiodevcon     / audiodevcon     / audiodevcon     / audiodevcon     / audiodevcon   https://mastodon.social/@audiodevcon --- Streamed & Edited by Digital Medium Ltd: https://online.digital-medium.co.uk --- Organized and produced by JUCE: https://juce.com/ --- Special thanks to the ADC25 Team: Sophie Carus Derek Heimlich Andrew Kirk Bobby Lombardi Tom Poole Ralph Richbourg Jim Roper Jonathan Roper Prashant Mishra #adc #audiodev #dsp #audio #conferenceaudio #audioprocessing #audioproduction #audioprogramming #sound #music #musictech #soundtech #audiotech #audiotechnology