AI-102 Exam Dumps | You are developing an internet-based training solution for remote learners. Your company identifies that

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Microsoft.AI-102.v2026-03-30.q159
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Question 127/159

You are developing an internet-based training solution for remote learners.
Your company identifies that during the training, some learners leave their desk for long periods or become distracted.
You need to use a video and audio feed from each learner's computer to detect whether the learner is present and paying attention. The solution must minimize development effort and identify each learner.
Which Azure Cognitive Services service should you use for each requirement? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Correct Answer:

Explanation:

Scenario RecapYou are building a remote training monitoring solution.
* Requirement: Use video and audio feeds to detect if a learner is present, paying attention, and talking.
* Services available: Face, Speech, Text Analytics.
* From a learner's video feed, verify whether the learner is present.
* The Face API can detect and identify faces in a video feed.
* It can tell if a person is present and recognized, fulfilling the requirement.
* From a learner's facial expression in the video feed, verify whether the learner is paying attention.
* Again, the Face API provides facial expression and emotion recognition (happiness, anger, neutral, etc.).
* This can be mapped to "paying attention vs. distracted."
* From a learner's audio feed, detect whether the learner is talking.
* The Speech service detects spoken input and can determine if speech is present.
* Text Analytics works on text (not raw audio) and is therefore not appropriate here.
Analysis
* From a learner's video feed, verify whether the learner is present: Face
* From a learner's facial expression in the video feed, verify whether the learner is paying attention: Face
* From a learner's audio feed, detect whether the learner is talking: Speech Final Answer (Answer Area Selections)
* Face API - Face detection & identification
* Face API - Emotion recognition
* Azure Speech service
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