Popping sounds definitely mean you have moisture in your filament. Sometimes it can get so bad, you'll see water vapor coming from the nozzle! Even a new-in-box spool of filament can require drying. There are many photos on the 'net of before and after drying of filament with substantial improvement to the model being printed.