[parekhnish]

This works relatively well!

I am a non-native English speaker, and I have been trying songs from different countries. I did notice that English songs have a better match than songs from other regions and languages[0]. I wonder if their training dataset has "overfitted" to such music, or is such music inherently represented by some underlying features that are better distinguished than others.

[0]: E.g. English ("My Heart will Go On" and "Skyfall") fit with 78% and 85% respectively, while Japanese ("Tonari no Totoro") and Hindi ("Tum Hi Ho") fit with 42% and 48% respectively

[HJain13]

It depends on how good you can hum, I tried couple of english songs (Fix You, Ophelia, etc) it was around 18-20%, "Kya Hua tera wada" a Hindi song was matched with 48% I believe