Hum or sing certain words to your favorite songs. The person who identifies the most songs wins. Another variation is to flip through the radio channels and the first person to guess the song playing gets a point. You can set your own winning threshold.
If you love music but can’t hum just try a song naming game. Someone will start by naming their favorite song and then the next person must come up with another song that starts with the last letter the previous song ended with. For example, The first person says “Frosty the Snowman”. The next person would need to name a song that begins with “N “. If someone can not name a song or person they are out of the game. The last person remaining wins.