Compress video using hardware-accelerated H.264 encoding on AMD GPUs via VA-API.
Tested on: AMD Radeon RX 7700 XT (Navi 32, gfx1101) / Ubuntu 25.04
ffmpeg -vaapi_device /dev/dri/renderD128 \This guide documents setting up Snapcast for multi-room audio with Music Assistant integration on a home network.
A practical guide to selecting the right number of training epochs when fine-tuning speech recognition models like Whisper, Wav2Vec2, HuBERT, and similar ASR architectures.
ASR models have unique characteristics that affect epoch selection: