But, much like I am not a lawyer, I am also not a train engineer. Or even a railfan. So I am probably completely wrong.
I do appreciate Amtrak keeping TSA out, in any case.
I have found the term for the more modern type: "Multiple Unit" [0]. Smaller motors are installed on many axles, the same as a metro train. It seems they're more reliable and cheaper to run (less wear on the track due to a better distribution of weight), but I agree with the noise issue — I prefer it when I travel on a locomotive-hauled train, since the interior is close to silent.
A site like [1] has a few train interior (and exterior) photos aimed at foreign tourists in Europe, rather than railfans. [2] will get boring quickly, but shows a European view of modern intercity trains.
[0] https://en.wikipedia.org/wiki/Multiple_unit
But I don't know about high speed trains. The first and last coaches are often first class, I'm not sure I've seen them on the inside.