AWS Certified AI Practitioner AIF-C01 Practice Question

A small development team needs to add speech-to-text capability to its mobile app within days. They have no annotated audio data or ML expertise. Which source of model will minimize development time and data requirements?

  • Collect and label a large audio dataset, then train a custom deep-learning model in Amazon SageMaker.

  • Design a new neural network architecture and allow it to learn from unlabeled user audio without supervision.

  • Generate synthetic audio clips and use them to train a reinforcement learning agent for speech recognition.

  • Deploy an open-source pre-trained speech recognition model that is already available in a public model hub.

AWS Certified AI Practitioner AIF-C01
Fundamentals of AI and ML
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