Run alsamixer
in terminal.
Press F6 to select sound card.(In most conditions, you dont need to do this, because the default sound card is which you need it to work)
Use arrow keys to select "Master" "Headphone" or other related items. While selecting, use M key to unmute those channels.
After that, you might hear voice from you favorite headphone.