What is a key advantage of using neural networks for speech recognition?

Practice Questions

Q1
What is a key advantage of using neural networks for speech recognition?
  1. High interpretability
  2. Ability to handle large datasets
  3. Low computational cost
  4. Simplicity of implementation

Questions & Step-by-Step Solutions

What is a key advantage of using neural networks for speech recognition?
  • Step 1: Understand that speech recognition means converting spoken words into text.
  • Step 2: Recognize that to do this accurately, a computer needs to learn from a lot of examples of speech.
  • Step 3: Know that neural networks are a type of computer model that can learn from large amounts of data.
  • Step 4: Realize that the more data a neural network has, the better it can understand different voices, accents, and pronunciations.
  • Step 5: Conclude that because neural networks can handle large datasets well, they are very effective for speech recognition tasks.
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