You can do this very easily by using
Html 5.
The HTML5 'audio' tag defines sound, such as music or other audio streams.
The 'audio' element works in all modern browsers.
<audio controls>
<source src="horse.mp3" type="audio/mpeg">
</audio>
DEMO : HTML 5 Audio
Please read this for more info:
HTML5 audio Element