To edit a speaker, hit the three dots to the left of the x and hit "edit."
Editing the speaker here will also update the information for this person everywhere s/he appears.
Related articles that might be helpful:
See how you can attach people to schedule items
See how you can remove people attached to schedule items
If you have a lot of information to enter, you might consider using our Import from CSV tool.