MLA-C01 Question 137
Select 2A retail company wants to improve customer experience by enabling automatic language translation for their product reviews and creating a searchable database of video reviews. Which combination of AWS AI services can help achieve this goal?
- A
Use Amazon Translate to translate text reviews and Amazon Rekognition to extract text from video reviews.
- B
Use Amazon Transcribe to convert speech in video reviews to text and Amazon Translate to translate the text into multiple languages.
- C
Use Amazon Rekognition to analyze emotions in video reviews and Amazon Translate to translate the text reviews.
- D
Use Amazon Transcribe to convert speech in video reviews to text and Amazon Kendra to create a searchable database.
- E
Use Amazon Translate to translate text reviews and Amazon Bedrock to generate summaries of the reviews.
Show answer and explanation
Correct answers: B, D
Explanation
To solve the business problem, the company needs to address two distinct requirements: translating text reviews and processing video reviews for searchability. Amazon Transcribe is ideal for converting speech in video reviews into text, which can then be indexed using Amazon Kendra to create a searchable database. Additionally, Amazon Translate can handle the automatic language translation of text reviews. Together, these solutions effectively meet the requirements.
- A. Incorrect.
Incorrect: Amazon Rekognition is not suitable for extracting text from video reviews, as it is primarily used for image and video analysis such as object detection and facial recognition.
- B. Correct.
Correct: Amazon Transcribe can convert speech in video reviews to text, and Amazon Translate can translate the text into multiple languages, addressing both the transcription and translation needs.
- C. Incorrect.
Incorrect: While Amazon Rekognition can analyze emotions in videos, it is not relevant to the task of transcription or creating a searchable database. Additionally, translating text reviews directly does not involve Amazon Rekognition.
- D. Correct.
Correct: Amazon Transcribe can convert speech in video reviews to text, and Amazon Kendra can index the text to create a searchable database for easy retrieval.
- E. Incorrect.
Incorrect: While Amazon Translate can translate text reviews into multiple languages, Amazon Bedrock is not directly relevant to this use case, as it is primarily used for building and deploying generative AI applications.