Use fibreglass or rockwool 'wadding' around the pipe and use a dense plasterboard for the soundproofing - preferably more than one layer if you have the room.
There are proprietary sound abating plaster boards on the market or use fire boards etc.
The greater the mass/density the better the soundproofing. Sound proof rooms are lined with lead.
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