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zW{;@w(fu6$pG=-B!IWA22FSJ5W*s7~0HByrJx06`!_nE<32=^5!pAtnGOiX+x|3r?U#Wa|8d*i-Dpoiu<)26<8eH{-m@w7W#fGqGUy-^*{ zRRQaUwCF3H(Jx-KOjk93Wnv6Lhql?zO5J}%0#;cupVA8KOWGXU)Flg0vj4Mv%nrvW z(Sh>_p=(|V&^F;+ME>GGeqi%wlcxW8Ciydk$D{tF=W;gSUEt^D)7gR_kD*!(PZ@8u zg`6D&#S3 + h1 { + text-align: center; + } + + +# Exploring Music Classification - Composers and Genres + + +**CS 4641 Machine Learning, Team 6, Final Report** + Members: Austin Barton, Karpagam Karthikeyan, Keyang Lu, Isabelle Murray, Aditya Radhakrishan *** # Table of Contents -- [CS 4641 Machine Learning, Team 6, Final Report](#cs-4641-machine-learning-team-6-final-report) +- [Exploring Music Classification - Composers and Genres](#exploring-music-classification---composers-and-genres) - [Table of Contents](#table-of-contents) - [Introduction](#introduction) - [Datasets](#datasets) @@ -576,17 +586,15 @@ Our results explores the capabilities of machine learning methods when applied o | Austin Barton | MusicNet Data Pre-Processing, MusicNet PCA, t-SNE, MusicNet CNN experimentation, Decision Trees, Random Forests, Gradient-boosted trees, Hyperparametrization, Figure generation and analysis, MIDI Parsing, Data Visualization, EDA, GitHub Pages | | Aditya Radhakrishnan | Model Design & Implementation, Development/Iteration, Validation, Testing, Results Generation & Visualization, and Early Dataset Balancing Exploration | | Isabelle Murray | GanttChart, Model Implementation/development, Testing, Results Generation & Visualization | -| Karpagam Karthikeyan | GanttChart, MusicNet Data Pre-Processing, Github Pages, Data Visualization, MIDI Parsing, Figure Generation, CNN Model, Video Presentation | +| Karpagam Karthikeyan | MusicNet Data Pre-Processing, Github Pages, Data Visualization, MIDI Parsing, Figure Generation, CNN Model, Video Presentation, GanttChart | | Niki (Keyang) Lu | GTZAN Data Preprocessing & Visualization | ## Gantt Chart Link to Gantt Chart: [Gantt Chart](https://gtvault-my.sharepoint.com/:x:/g/personal/kkarthikeyan8_gatech_edu/EVjVKvZA0_xLh_aF5jo_iTEBVskxE3vAHkcjEn6QkRMpAQ?e=xVssxk) -![Gantt Chart Page 1](../assets/images/GanttChart_ClassicalficationMusic-1.png) - -![Gantt Chart Page 2](../assets/images/gantt_midterm_update.png) +![Gantt Chart Page 1](../assets/gantt1.png) -![Gantt Chart Page 3](../assets/images/GanttChart_ClassicalficationMusic-3.png) +![Gantt Chart Page 2](../assets/gantt2.png)