About the Project TSMG is looking for contributors to support an AI language project focused on improving speech recognition systems. You will review AI-generated transcripts and convert them into a natural, readable text format by applying punctuation, capitalization, and formatting rules. This is not a traditional transcription project—you will not transcribe audio or rewrite the content. What You Will Do • Review AI-generated lexical transcripts. • Convert transcripts into display text by applying: • • punctuation; • capitalization; • formatting for numbers, dates, times, currencies, and other text normalization rules. • Keep all original words exactly as provided. • Use the reference audio only when necessary to resolve punctuation or formatting. • Follow detailed project guidelines and quality standards. • Complete assigned tasks within project deadlines. Requirements • Excellent written skills in the target language. • Strong attention to detail. • Ability to follow detailed instructions consistently. • Basic computer skills and a reliable internet connection. • Ability to work independently and meet productivity targets. • Previous experience in transcription, annotation, or linguistic projects is a plus but not required. • Training will be provided before the project starts.