AI-102 Implement natural language processing solutions

A podcast network needs transcripts for 8,000 archived episodes stored in cloud storage by Monday. No live captions are required. Which approach fits best?

Show answer and explanation

Answer: D

Batch transcription is designed for large volumes of stored audio that can be processed asynchronously. You point a job at the audio files, and the service returns transcripts without requiring an open streaming connection for each episode. Because nothing needs to appear in real time, the throughput-oriented batch route is more efficient and easier to scale than running thousands of live sessions. Results can be collected once the job completes.

Why the other options are wrong

  • A. Real-time streaming is built for low-latency captions of live audio. Running thousands of archived episodes through live sessions is slower to manage and unnecessary.
  • B. The read API extracts text from images and documents. It is not a speech transcription service and cannot transcribe spoken episode audio.
  • C. Translator dictionaries control terminology in translated text. They do not convert audio into a transcript in the first place.

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Reviewed November 2026. Spotted a problem with this question? Report it from the practice tool.