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Everyone probably notices it, but it doesn't have anything to do with sound quality. The DJ might increase the pitch to make the track fit into the set better and this can give the illusion of the track sounding better - I could give countless examples myself of tracks I've listened to, then after buying the track itsself it was -5 and was dead boring.
Second of all, it probably is the treble and maybe even the feeling of the entire live act.
When it comes to mastering, I, personally, don't feel that EDM per se has its justice made. Most of the tracks that I buy, always in FLAC, although good, miss that sharper edge and fine-tuning, which shouldn't come as a surprise really, with all the small, individual labels that don't know how to master properly/ can't afford hiring a sound engineer.
The best sounding album I've ever heard, master-wise, was Lady Gaga's "The Fame". The mastering is amazing, the sound is filling and it just sounds grand. However she's got behind her major labels that take care of mastering and sharping the sound. Another example is Katy Perry albums, where often the produced music in the background sounds flat and kinda dull, but accentuates her voice.
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