Oh wow okay, that makes a lot of sense! So essentially “converging” means, in simpler terms, that the model comes to a conclusion. And what you’re saying is that the model comes to a conclusion too fast on its conditions, and these are good conditions but not the optimal ones.

What does it meant by this statement: “GM (Gaussian mixture) on its own is not much of use because it converges too fast to a non-optimal solution”