Music Generation - Analytics Club, IIT Madras

Schedule

• Presession content till actual sessions start for self reading
• Actual sessions start from 11th May.
• Code Along session
• Developing the intuition of why the model works/what has the model learnt + simple/quick walkthrough of latest paper relevant to the same task.
• Doubt Session

Content

1. Pre-session Content

2. Session 1 - Introduction to ML, Nueral Networks

• slides | pdf

• Session recordings - GRP-1 | GRP-2 | GRP-3

3. Session 2 - Introduction to RNNs and LSTMs

• slides | pdf
• Session recordings - GRP-1 | GRP-2 | GRP-3

4. Code Along

• Dataset link
• Weights file link
• Session recordings - GRP-1 | GRP-2 | GRP-3
• Code link

5. Intuition, Doubts and Paper Review

• Session Recording link Paper link

Some sample outputs : demo1 demo2

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Links

We will be having a dedicated doubt clearing session but till then feel free to post your doubts here link

We will reply to everyone's doubts via email or if relevant can be taken up in the next session as well.

Feel free to give us some feedback/suggestion regarding the session. You can also use this link to suggest topics/content we must take up in the next one. link