MiniProject-Music-Generation

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MiniProject-Music-Generation

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Repository for Mini Project 1 conducted by Analytics Club, IITM

MiniProject-Music-Generation 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

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# Music Generation - Analytics Club, IIT Madras <img src="assets/cfi.png" width="70" height="40"/>

![poster](https://raw.githubusercontent.com/analytics-club-iitm/MiniProject-Music-Generation/master/assets/poster.jpeg)

## 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](./presession/)

2. **Session 1 - Introduction to ML, Nueral Networks**

- [slides](assets/Music%20Generation%20-%20Session%201.pptx) | [pdf](assets/Music%20Generation%20-%20Session%201.pdf)

- Session recordings - [GRP-1](https://drive.google.com/open?id=1B-B6KpAyXoV8asUxk25Hs21pTzon3X8m) | [GRP-2](https://drive.google.com/file/d/1JO8ZQB4haw3-vBqcwabFHZGhPCm8NYLz/view) | [GRP-3](https://drive.google.com/file/d/1UB_stAfLnA2nrG3kgECaK1IhlB4E9pLz/view?ts=5eb927cd)

3. **Session 2 - Introduction to RNNs and LSTMs**

- [slides](assets/RNN%20and%20LSTM.pptx) | [pdf](assets/RNN%20and%20LSTM.pdf) 
- Session recordings - [GRP-1](https://drive.google.com/file/d/1SO2kZrhr2uylA8El4TyCggOcUoevzfFb/view?usp=drivesdk) | [GRP-2](https://drive.google.com/file/d/1DV474hNfRnEVCqlzx4K9W_kexgpbQHgD/view) | [GRP-3](https://drive.google.com/file/d/1cKZzFmcUZmNDUhKXafFpge_j4R3eTCSJ/view?ts=5eb95683)

4. **Code Along**

- Dataset [link](assets/Data_Tunes.txt)
- Weights file [link](assets/weights.hdf5)
- Session recordings - [GRP-1](https://drive.google.com/file/d/1Lusn8IlhlzfqUxHKkJ5pMB6-Ik3WK3oB/view?usp=sharing) | [GRP-2](https://drive.google.com/file/d/1K1MqIWBsBaZEjPjdtuJKOYwbD8rdrGuo/view) | [GRP-3](https://drive.google.com/file/d/1_9kkvKYef5nqLv98yw98h6fFe8H53JrY/view?ts=5ebc34f0) 
- Code [link](assets/Music-Generation.ipynb)

5. **Intuition, Doubts and Paper Review**
- Session Recording [link](https://drive.google.com/file/d/1UEQXhFG3r3ZWgF2wTYbAehI6V8Te9Brw/view?usp=sharing) Paper [link](https://arxiv.org/pdf/2005.00341.pdf)

**Some sample outputs :** [demo1](assets/demo1.mp3) [demo2](assets/demo2.mp3)

------

## Links

**We will be having a dedicated doubt clearing session but till then feel free to post your doubts here [link](https://forms.gle/n5z5X1dnrcCyxzcD9)**

*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](https://forms.gle/pCbqWB9E1dztXPRU8)**

MiniProject-Music-Generation

MiniProject-Music-Generation 최신버젼 다운로드

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