Are you listening on a mobile device? If so, you can try the following steps to disable autoplay:
Go to the Your Library tab and there should be a Settings icon in the top right hand corner. Once clicked, scroll down until you see the option Autoplay, and toggle it off.
This worked for me. Hopefully it does for you, too!
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