Possible wheel bearing going bad?

Yep, that sounds like a bearing hub, I would raise the front of the car and grasp the tire top and bottom and try to move it in and out to notice the play, Also, while you drive try to steering wheel slightly one way and then the other to see if the noise changes. I need to tell you of the tires or cupped they can make the make noise to look for that as well. Here is a guide to help you as well.

https://www.2carpros.com/articles/7-common-symptoms-of-a-bad-automotive-bearing-hub/

Please upload a short video in your response of the problem, so I can see what's going on.

I checked all 4 wheel bearings and found no play at all. Tried to record video but you really can't hear the noise ( it's not very loud ). The vibration is not side to side, it's forward to rear. I don't think it's the transmission. It shifts fine.Sorry I couldn't upload the video. Any recommendations would be great. Thank you.

Yes, I would start by looking at the tires, check for tread cupping, while the car is raised up spin the tires and looks for tread separation, it will be obvious. Check out this link:

https://www.2carpros.com/articles/how-car-tires-work/

Let me know how it goes