I don't think it is sexist to say that having a female vocalist does in fact change the sound. I personally could not care less whether it is male or female but some people might! If someone likes the sound of a female vocalist should I be mad because they are sexist against males? No!
Definitely not seeing the problem here, I do tend to listen to a lot of music (spanning a lot of genres) that happen to feature female singers. This tag is definitely indicative of my taste. But go right ahead, rather than identifying it as a sexist or ridiculous tag, why not offer a comment of substance explaining why this tag is bad?
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"THIS TAG IS SEXIST OMG IT MEANS THAT FEMALE IS SOMETHING SPECIAL YES IT MEANS THAT IT'S DIFFERENT FROM MALE IT MEANS THAT MALE IS STANDARD AND MAIN WHILE FEMALE IS SECONDARY YES IT MEANS THAT IT'S WORSE THAN MALE OR WHAT YES IS THAT WHAT YOU THOUGHT YOU DIRTY MALE SEXIST CHAUVINIST PIGS???"
These comments make me want to tag every female vocalist with this tag. 
And! Guys, a tag is useful, if even SOME people think that it is useful. It's hardly stupid to say that it is not, when thousands and thousands like it! You'd better tag male vocalists, too, it will be very nice of you.
NOVOCAINE FOR THE SOUL. Lista dedicada a esa gente que desde la poesía musical (cantautores, singers, songwriters y demás) ha desnudado su alma para cantarnos sus penas, alegrías, miserias, protestas y en general, lo que les ha salido de ahí. http://playlistspotify.wordpress.com/2014/10/30/novocaine-for-the-soul/
What [artist]Grimes[/artist] has to say (via Twitter): "the 'music industry' has way more rigid gender binaries than any other artistic community I've ever been involved in -- never thought of myself as a 'female' artist until writers, agents, labels etc. started referring to me as such -- its like, your either an artist or a 'female' artist, no one would ever be like, 'new track from male vocalist so and so'"
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That isn't used nearly as much. It doesn't appear in the top tags for most male artists or bands with male vocals. Females seem to still be seen as novelties in many areas of music, so they get defined as women first, musicians second, whereas males are just musicians.