https://github.com/inessus/CMU_11785_Deep_Learning_Code

https://github.com/inessus/CMU_11785_Deep_Learning_Code

Last synced: 4 months ago
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• Host: GitHub
• URL: https://github.com/inessus/CMU_11785_Deep_Learning_Code
• Owner: inessus
• Created: 2018-09-08T10:17:09.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2018-08-17T00:47:21.000Z (over 6 years ago)
• Last Synced: 2024-08-01T13:25:06.447Z (7 months ago)
• Language: Jupyter Notebook
• Size: 1.1 MB
• Stars: 19
• Watchers: 1
• Forks: 15
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
## CMU 11-785 18Spring in-course projects

### Challenge 1: Frame Level Classification of Speech with MLPs

https://www.kaggle.com/c/11785-hw1

code: ./hw1_kaggle

### Challenge 2: Label-aligned Phoneme Level Classification of Speech with CNNs

https://www.kaggle.com/c/11785-hw2pt2

code: in another repo: https://github.com/fanzhenya/ResNet1D-VariableLengthPooling-For-TimeSeries

### Challenge 3: Unalinged Phoneme Level Classification of Speech with LSTM, CTC and Beam Search

https://www.kaggle.com/c/11785-hw3p2

code: ./hw3pt2

### Challenge 4: End-to-End learning from speech to text with LSTM and Attention

code: ./hw4

## Rankings

![](./rankings.png)

## References

Credits to the original authors.

- https://github.com/cmudeeplearning11785/deep-learning-tutorials/

- https://github.com/pytorch/examples/

- ...