Seasons Of Code

Unscripted    • Anirudh Mittal, Siddesh Pawar, Pranav Jeevan   

WnCC - Seasons of Code

Seasons of Code is a programme launched by WnCC along the lines of the Google Summer of Code. It provides one with an opprtunity to learn and participate in a variety of interesting projects under the mentorship of the very best in our institute.


List of Running Projects

Unscripted

Unscripted


We envision a system that can take a few minutes of audio from a recording device and use that information to write an article on that event.

No. of mentees: 4

Description:

Journalists usually go out with their microphone to various places speaking into the recording device to note important events. They use these recordings later to prepare their article. We envision a system that can take a few minutes of audio from a recording device and use that information to write an article on that event. This fundamental concept can be extended to many other applications one of which can be automatic minutes-of-the-meet taker.

We’re looking for team members who have experience with programming. Experience with ML, more specifically speech recognition and NLP will be a plus. Some articles to begin with:

https://medium.com/@ageitgey/machine-learning-is-fun-80ea3ec3c471 https://medium.com/@sanchittanwar75/introduction-to-machine-learning-and-deep-learning-bd25b792e488 https://www.youtube.com/watch?v=aircAruvnKk

Tentative Project Timeline

Week Number Tasks to be Completed
Week 1 Basics of machine learning and webscraping
Week 2 Basics of Speech-to-text, NLP and APIs
Week 3-4 Data collection and preprocessing
Week 5 Traning the model
Week 6 Finetuning the model
Week 7-8 Implementation

Checkpoints:

Checkpoint Number Progress
1 ML Basics
2 Domain specific knowledge
3 Cleaned data
4 Model
5 Final product