Mycroft not responding while Spotify is playing

[pcwii]

Unfortunately the Rpi does not have built in Echo Cancellation so, yes this is expected behavior.
There is information scattered throughout the forum on this.
Look at some of the work being done with respeaker as it might give you some ideas.