Are we still talking about cassette ?
Back then when I was using cassette as a main media, I used to align the cassette player's head with a little screw driver whenever I put on a not so clear original cassette.
Beside cleaning and degaussing the cassette player head from time to time, aligning the head gives immediate good result.