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A spokesman said officers were carrying out a warrant for arrest and members of the armed offenders squad (AOS) were called in as precaution.
The operation started at 3.30pm and an ambulance was at the scene.
A nearby resident said he saw a man hitting a horn repeatedly earlier in the day and broken glass by the house.
However, he did not know anything more.