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Year and mileage info would help. The clutch operating system changed in '07 from external slave and fork to concentric slave cylinder inside the bellhousing.
It sounds like a throw-out bearing except for the sound not changing when the engine speed increases.
That is a failing throw out bearing, although that part is only ~$30 it is inside the transmission, and there is no way I would pull the transmission without going ahead and replacing the clutch.