In the teacher's view, you will find the play controls at the bottom of the screen when the voiceover audio is playing. You can click on the pause button to pause temporarily, or click the close 'X' link to stop the audio playback completely.
In the student's view, tap on your mobile screen to find the play controls to pause or stop the audio playback.