What are some real-world applications of RNNs?
An example of an AI chatbot conversation about RNN applications in various fields.
What are some real-world applications of RNNs?
RNNs, or Recurrent Neural Networks, are widely used in natural language processing, speech recognition, and time series prediction.
Can you give me an example of how RNNs are used in natural language processing?
Sure! RNNs are used in language translation systems, where they help in understanding the context of sentences.
What about in speech recognition?
In speech recognition, RNNs process audio signals over time, allowing them to capture temporal dependencies in speech.
Are there any limitations to using RNNs?
Yes, RNNs can struggle with long-term dependencies and are often slower to train compared to other models like CNNs.
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