It seems you have not set the cronjob properly.

If cronjob is running, the status of video will change from

1. Added
2. Download Started
3. Download Finished
4. Convert Started
5. Convert Finished.

Try running the cronjob manually by accessing the url

http://yourdomain.extn/cron.php