JBI Studios · Reviewer tools

Hindi reviewer playground

Edit the script. Explore three takes. Compare the delivery.

How the playground works

Read the reviewer guide · scripts, GPU availability and quotas
  1. Sign in with Google and wait for administrator approval. If you received an invitation, open its link and sign in with the invited email address.
  2. Choose Aarohi or Dev and enter a Hindi script of up to 400 Unicode characters. Your first generated script becomes the read-only original. Each new generation saves a separate revision.
  3. Generate three takes with Standard or Expressive delivery, or compare six takes with three matched seeds across both presets. The emotion note is for your evaluation; it is not spoken or passed to the engine as a command.
  4. Listen and score naturalness, pronunciation, voice identity and emotion fit separately. Save feedback for each take. Your history and audio remain private to your account.

GPU availability and waiting

Generation runs on a shared GPU during an organized review session. The GPU may need time to start and load the model; other batches may be ahead of yours. Progress and available audio appear automatically. There is no guaranteed completion time. If generation is unavailable, you can still read your history and listen to finished takes.

Quotas and retries

Initial limits are up to 12 takes in a rolling 24 hours and 36 in a rolling seven days, with one active batch per reviewer. Your current balance is shown below. Administrators can set lower limits, and shared capacity or budget can pause generation. Limits are enforced on the server, so signing in again does not reset them.

A batch needs enough quota for all three or six takes before it starts. A take consumes quota when inference begins, including a failed attempt. Cancelling preserves finished audio and releases takes that never started. Retrying failed takes creates a separate batch and consumes quota for each new attempt. Closing this page does not cancel a batch; use “Cancel remaining takes”.