• The Significance of LSTMs in Speech Recognition

  • Jan 2 2025
  • Length: 5 mins
  • Podcast

The Significance of LSTMs in Speech Recognition

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  • Summary

  • What’s the secret to teaching AI to understand large vocabularies? This week, we’re unpacking the power of Long Short-Term Memory (LSTM) networks in speech recognition. These advanced RNN architectures overcome the limitations of traditional models, like vanishing gradients, to deliver state-of-the-art performance with compact designs. Tune in to learn how LSTMs are changing the game for large-scale acoustic modeling and why they’re a cornerstone of modern AI speech systems.


    Link to research paper-

    https://arxiv.org/abs/1402.1128


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