The singer had been based in Chalfont St Giles, near to his son Bear, before his shock death last month.
Payne’s coffin arrived at the church in a white horse-drawn carriage with an arrangement of white roses adorning it.
On top of the carriage, there was a red floral tribute which said “son” and a blue tribute which said “daddy”.
This was followed by the arrival of singer’s father, Geoff Payne, and his mother Karen, who stood next to their son’s coffin.
A post-mortem examination concluded Payne’s death was caused by “multiple trauma” and “internal and external haemorrhage”.