Learning Path
Question & Answer
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Attention Mechanism
Convolutional Layers
Recurrent Neural Network
Pooling Layers
Understanding the Answer
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The attention mechanism lets the model look at each part of the audio and decide how important that part is. Other options are incorrect because Convolutional layers slide small windows over the data and capture local patterns; Recurrent neural networks read the sequence step by step, but they can forget earlier parts when the sentence is long.
Key Concepts
Sequence Transduction Models
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Deep Dive: Sequence Transduction Models
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Definition
Sequence transduction models are based on complex neural networks that encode and decode sequences. These models aim to translate input sequences into output sequences and have seen advancements in performance and efficiency.
Topic Definition
Sequence transduction models are based on complex neural networks that encode and decode sequences. These models aim to translate input sequences into output sequences and have seen advancements in performance and efficiency.
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