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This seems to be something new or experimental by Spotify. There's an idea posted to add an option to turn this sort of crossfading off.
Hope this helps.
I have no such option:
Have you updated to the latest version of Spotify? The current latest version is 184.108.40.2061.g5b5ee660 on macOS. Which OS are you using?