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I had a similar noise on my car just last year come to find out the plastic transmission torque convertor inspection cover didn't fit well enough and the flexplate/flywheel was rubbing against it making a whining noise. Remove that inspection cover and listen if the noise goes away and if it does, inspect the inside of that cover for scrape marks from the flexplate/flywheel.
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