AWS Certified Machine Learning – Specialty — Question 220

A sports broadcasting company is planning to introduce subtitles in multiple languages for a live broadcast. The commentary is in English. The company needs the transcriptions to appear on screen in French or Spanish, depending on the broadcasting country. The transcriptions must be able to capture domain-specific terminology, names, and locations based on the commentary context. The company needs a solution that can support options to provide tuning data.

Which combination of AWS services and features will meet these requirements with the LEAST operational overhead? (Choose two.)

Answer options

• A. Amazon Transcribe with custom vocabularies
• B. Amazon Transcribe with custom language models
• C. Amazon SageMaker Seq2Seq
• D. Amazon SageMaker with Hugging Face Speech2Text
• E. Amazon Translate

Correct answer: A, E

Explanation

The correct answers are A and E. Amazon Transcribe with custom vocabularies allows for accurate transcription of domain-specific terms, while Amazon Translate provides the necessary language translation for the subtitles. The other options, while related to machine learning and transcription, do not directly address the requirements for live multilingual subtitles with minimal operational overhead.