Lecture 3: RNNs
Video
Slides
Notes
Lecture by Josh Tobin.
- 00:00 - Introduction
- 01:34 - Sequence Problems
- 06:28 - Review of RNNs
- 22:00 - Vanishing Gradient Issue
- 27:52 - LSTMs and Its Variants
- 34:10 - Bidirectionality and Attention from Google's Neural Machine Translation
- 46:38 - CTC Loss
- 52:12 - Pros and Cons of Encoder-Decoder LSTM Architectures
- 54:55 - WaveNet
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