Gamify
the transcriptions;
Transcription Points: Earn points for each time your transcript is upvoted (meaning its accurate). Extra points if your transcription makes it to the end (selected for corpus).
Accuracy Challenges: Participate in accuracy challenges to transcribe difficult voice snippets for additional rewards.