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Bharat language & voice

Judge meaning, natural wording, code-switching, speech and local context. Do it without wiping out the differences between languages.

7 lessons138 minutes

Prepares you for
It prepares you for language and voice work on AI systems. Checking natural wording, checking transcripts, and judging dialects in Bharat's languages. The clips you clear join a dataset — the pile of examples a model learns from.
What you learn
You judge whether wording is natural, not only correct. You treat code-switching — mixing Hindi and English in one sentence — fairly, instead of marking it wrong. You separate what was spoken from what a transcriber guessed. You check whether a recorded person agreed to it. You score audio quality apart from the speaker.
Why this order
Meaning and natural wording come first. Then speech and transcripts. Then consent and dialect. The harder judgments rest on the simple ones.
  1. Judge meaning and naturalness20 minutes
  2. Review code-switching and context18 minutes
  3. Name the translation error22 minutes
  4. Evaluate speech and transcripts22 minutes
  5. Consent and the record behind a clip18 minutes
  6. Respect dialect and how people speak18 minutes
  7. Judge recording quality honestly20 minutes

Curriculum reviewed: