golf 5 gti whining sound, oil filter housing, engine bay

[generalen15]

UPDATE!
the sound came from the oil filter hosuing and the oil filter was collapsed even though it have not gone 1 year from last change and under 5000km.

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hi, so i started to hear a whinning sound from the engine comparment a couple days ago and before that i havent driven the car for like a week or 2(the day i noticed it i drove 50km before i notice), i know i can test to remove the serpentine belt but i really dont hear the sound near it, its more in the middle of the engine its sound like it comes from but if anyone have had similar sound what was the problem? the sound is almost nothing when cold start but come after only couple of minutes.

here a couple of short videos of the sound:
1: over engine

https://www.veed.io/view/7664872f-d446-441a-8afa-40f6ca356613?panel=share

2: right side close to ground (outside)

https://www.veed.io/view/1605b26b-b93f-4568-9896-4316a1ce2184?panel=share

3:seems like it increases with rpm?

https://www.veed.io/view/ec0cd703-d616-4293-9ca1-b398239c4640?panel=share