You can do a fairly quick trouble shoot if you want to eliminate the engine itself. Remove the serpentine belt and start the engine. If no noise is heard then you can look elswhere. ( Do not run it too long. Might over heat. )
Both power steering pumps and a/c compressors can sound that way when they are ready to go.