Yes, many videos support closed captioning.

To view closed captioning:

• Hover your cursor over the player toolbar. If captions are available, a "CC" button will appear in the right-hand side of the video player toolbar.
• Click the "CC" button and select "English" to display captions.
• Click the "CC" button and select "Off" to turn them off.