Sound effects can be found in the following directory if you bought the game on Steam.
Steam\steamapps\common\Vampire Survivors\resources\app.webpack\renderer\assets\sfx
These audio files are in Ogg Vorbis format but can be converted to MP3 using your favorite media player or audio editor.
Enjoy!