Term-2-AI-for-Media-Assignments

Assignment 1 : Experiment with alternative activation functions and optimizers.

• Extend the model in this notebook into one which maps (X,Y) -> (R,G,B)

• Add at least 2 more layers to the network.

• Experiment with alternative activation functions and optimizers.

• In a paragraph or so, describe how the image we have created differs from a normal image.

Submission:

Notebook - JupyterNoteboook and PDF

README - Reflection

Assignment 2 : Generate a set of images interpolated between two points in the latent space

Submission:

Notebook - JupyterNoteboook and PDF

README - Reflection

Assignment 3 : Generating Audio with LSTM

Using the Colab Notebook provided experiment with training your own LSTM audio model and generating some example sequences Provide a report (~500 words, pdf) detailing your experiments, including media examples (audio) where appropriate

Submission:

Notebook - JupyterNotebook and PDF

Report - PDF

Audio Files - output1.wav and output2.wav

README - Google Colab Links