I really hope we see some open-source machine -learned systems emerge.
I saw Insta360 announce their video conferencing solution today. Optics looks pretty medium, nothing wild, but Insta360 is so good at video that I expect it'll be great. But there's a huge 14 microphone array on it, and that's the hard job; figuring out how to get good audio from speakers in a variety of locations around a room. It really made me wish for more open source footing here, some promising start, be it the conference room or open living space. I've given all of 60s to look through this, and was kinda hopeful because heck yeah Home Assistant, but my initial read isn't super promising, isn't that this is starting the proper software base needed to listen well to the world.
https://petapixel.com/2024/12/17/the-insta360-connect-is-a-2...