MLS-C01 exam dumps

MLS-C01 practice question 302 of 389

AWS Certified Machine Learning - Specialty. Expert level, Amazon Web Services. Free question with the correct answer and a full explanation.

MLS-C01 Question 302

Single answer

You are developing a multilingual customer service chatbot for an e-commerce platform. The chatbot needs to provide dynamic, real-time voice responses in multiple languages. What is the most appropriate way to achieve this using Amazon Polly?

  1. A

    Use Amazon Polly's Neural Text-to-Speech (NTTS) feature to generate high-quality, natural-sounding voices, specifying the language and voice per response.

  2. B

    Deploy Amazon Polly's real-time streaming API, but only use the Standard Text-to-Speech (TTS) feature to minimize costs.

  3. C

    Pre-generate all possible audio responses in all supported languages and store them in Amazon S3 for retrieval during runtime.

  4. D

    Use Amazon Polly to generate audio files offline and integrate the files into your chatbot code to avoid real-time processing.

Show answer and explanation

Correct answer: A

Explanation

Amazon Polly's Neural Text-to-Speech (NTTS) is the best solution for this scenario because it provides high-quality, natural-sounding voices and supports multiple languages. It allows for real-time audio generation, which is critical for a multilingual chatbot that provides dynamic and responsive customer service.

  • A. Correct.

    Amazon Polly's Neural Text-to-Speech (NTTS) provides high-quality, natural-sounding voices and allows you to specify different languages and voices per response, which is ideal for a multilingual, real-time chatbot.

  • B. Incorrect.

    While the streaming API is suitable for real-time use, using only the Standard TTS feature sacrifices voice quality, which might not provide the desired customer experience for a chatbot.

  • C. Incorrect.

    Pre-generating all audio responses in multiple languages would be inefficient for dynamic, real-time responses as it would require anticipating all possible scenarios.

  • D. Incorrect.

    Generating audio files offline and integrating them into your chatbot code would make the chatbot inflexible and unable to handle real-time dynamic responses effectively.

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