The rca cables seem to be the source of the problem, since it gets stronger when you place the cellphone in the back near them.
The most well shielded rca cables I know are World Best Cables with the Gotham Ultra Pro Gac-1. Coaxial with 4 layers of shielding.
2 Foot RCA Cable Pair - Gotham GAC-1 Ultra Pro - Low-Cap (21pF/ft) Audio Interconnect Cable with Amphenol ACPR Die-Cast, Gold Plated RCA Connectors
https://a.co/d/0NnVSnU
Avoid any rca cable that isnt coaxial. 2 and especially 4 conductors rca are awful at avoiding interference. Also the whole "directional" shielding is bullshit in my experience.
In the case the problem persists, a balanced system is the only solution.