Building, integrating, or customizing apps and workflows within Microsoft Teams using developer tools and APIs
Currently there is no any Teams JS function available to obtain the detailed parameters such as the start and end times of attendance or attendees information for the Teams live event.
You can suggest this feature here: Microsoft Teams Community