I do check the schematic. It seems that adc_ref doesn’t connect to anything. It’s not used on PicoCalc.
When outputting audio via soft pwm, the low pwm frequency causes the noise to be heard by human ears. If I can make the frequency above 20khz, the problem would be solved.