Combining GenServers and Machine Learning in Elixir

The article reflects on the author's experiences with the Elixir framework and its capabilities, particularly focusing on the use of GenServers and the Membrane framework for multimedia applications. They express admiration for the creative possibilities that Elixir offers, despite the inherent complexities involved, especially when working with media formats and machine learning models. The author shares insights on building a tech demo that incorporates a lightweight voice activity detection model to optimize audio processing, highlighting the practical and hands-on applications of machine learning in Elixir. They also discuss the difficulties that arise with model compatibility and the constraints of working on lower-end hardware like the Raspberry Pi, all while exploring the potential for innovation with voice command recognition. The piece concludes with a call for others to share their experiences of joy and frustration when working with GenServers in similar contexts.