Week 10: Music Machine Model

Apr 27, 2019

To Fellow Readers:

Thanks for stopping by for another week of my senior project. This week I worked all on generating the data for my machine learning model. The program I used generated a bunch of data points, including a chromatogram, the tempo, harmonic structure, etc. I then fed this information into a machine learning model, which learned to predict the song’s emotion type. I am currently hitting around 0.8 accuracy, which is pretty reasonable for something more subjective like music.

Next week, I hope to finish my machine learning model for scene and facial recognition, and then put everything together in the last week.

Thank you so much for reading my blog, I hope you learned something, and I hope to see you next week.

-Ray Lin ._.

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