Why Do My Armpits Smell?

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My armpits smell funky and they have for quite some time. I am really thinking I have enough deodorant & antiperspirant on every day and I shower daily so I know I am clean. What gives? I am beginning to think it's the 400mg of Topamax I've been prescribed. I know that makes my hair fall out!