week03

Week 03

Seminar:
- Augmentations: Notebook
- CTC Decoding, WER, CER, CTC Beam Search: Notebook
Q&A Session:
- Project Template
- Notebook about R&D Coding
- Examples from the notebook
- Also check seminar materials from Week 01
- Q&A recording on YouTube (in Russian)
Q&A Materials are based on the LauzHack Deep Learning Bootcamp.

Sequence Modeling With CTC, a blog post explaining and visualizing CTC loss.
The original CTC Loss paper can be found here.
Groups, Depthwise, and Depthwise-Separable Convolution, a video explaining why depthwise separable convolutions are needed and what their advantages are over regular convolutions.
This tutorial from Torch shows how to use CTC Beam Search with language model support.
Recording in English with a brief explanation of the CTC Loss can be found here.