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Human Emotion Recognition to Recommend Songs

Project by Polygence alum Advik

Human Emotion Recognition to Recommend Songs

Project's result

Research Paper, Working Model

They started it from zero. Are you ready to level up with us?

Summary

The idea is to develop a project that would recognise human emotion and recommend a song based on it. The implementation of this idea would involve a single machine learning model - a human emotion recognition model. This model would recognise and determine the user’s emotion in real-time through sentimental analysis. Following which, a supporting code would use this recognised emotion to recommend a song for the user to listen to. These song recommendations, however, would be limited to the songs present in the dataset being used - meaning the recommendations would be the same everytime the model is run.

Mohith

Mohith

Polygence mentor

MS Master of Science

Subjects

Business, Computer Science, Quantitative, Engineering

Expertise

Business, Econ, App development, Web Development, AI/ML Algorithm development, other Computer Science areas, High School subjects

Advik

Advik

Student

Graduation Year

2023

Project review

“I enjoyed the overall process rather than getting stressed or worried about the work that needs to be done. I received wonderful support from my mentor who also matched my expectations. The polygence platform was user-friendly, and the whole structure of the journey is well designed to suit the needs of the student while also keeping them on track.”

About my mentor

“My mentor was extremely helpful at times when I was struggling to debug the code. He gave good and detailed feedback, summary, and instructions for the next sessions.”