Microsoft Certified: Azure AI Engineer AssociateImplement natural language processing solutionsMedium
A manufacturing company wants to implement a system that automatically generates assembly instructions in multiple languages based on a single English technical specification document. The generated instructions must sound natural and human-like in each target language. Which combination of Azure AI services is best suited for this task?
- AAzure AI Language (Sentiment Analysis) and Azure AI Search
- BAzure AI Content Safety and Azure AI Metrics Advisor
- CAzure AI Translator and Azure AI Speech (Text-to-speech)
- DAzure AI Vision and Azure AI Language (Text Summarization)
Show answer & explanationAnswer & explanation
Correct answer: C. Azure AI Translator and Azure AI Speech (Text-to-speech)
Azure AI Translator will handle the translation of the English document into multiple target languages. Azure AI Speech's Text-to-speech capability will then convert the translated text into natural-sounding, human-like audio instructions in each language.
Why the other options are wrong
- A. Sentiment Analysis determines emotional tone, and Azure AI Search is for information retrieval; neither performs translation or speech generation.
- B. Content Safety moderates content, and Metrics Advisor monitors data anomalies; neither relates to translation or speech generation.
- D. Azure AI Vision is for image processing, and Text Summarization condenses text; neither directly translates and generates speech.
Translator & Text-to-speech Integration
The combination of Azure AI Translator for converting text between languages and Azure AI Speech's Text-to-speech for generating natural-sounding audio from the translated text. This integration enables creating multilingual spoken content from a single source.
- Translator: Handles text translation across languages.
- Text-to-speech: Converts text to human-like audio.
- Enables multilingual audio content generation.
Memory trick: Translator speaks with AI Speech's voice.