If i'm not mistaking the linked dataset is more useful to run it offline: https://github.com/kahst/BirdNET-Lite

Since it contains a tensorflow model and tensorflow can be used with ml.net.

It would analyze recordings every 3 seconds. Since that is what the model expects. No?