Comparative Analysis of Machine Learning Algorithms for Audio Signals Classification (take KNN and SVM alogorithm to compare).The improved algorithm should be written on your own.
1. Please highlight your own contributions in your paper, such as problems of the original algorithms, your ideas to improve the original algorithms, etc.
2. The paper should be a well-written project report is required. The project report should contain abstract, introduction, methods & results, and discussion, with necessary peer-reviewed references.
Please write the paper for 6 pages, single paced
List of references: (you can use your own references too)
https://nlp.stanford.edu/IR-book/html/htmledition/time-complexity-and-optimality-of-knn-1.html
https://www.academia.edu/1886225/KNN_Algorithms
https://www.academia.edu/4907040/A_New_Boosting_Multi-class_SVM_Algorithm (Knn algorithm)
https://machinelearning.wustl.edu/mlpapers/paper_files/TsangKC05.pdf
https://pdfs.semanticscholar.org/a8b4/786c9128d4a94caeb67c858ab4f4288c49ff.pdf (svm complexity)
https://stats.stackexchange.com/questions/96995/machine-learning-classifiers-big-o-or-complexity
https://stats.stackexchange.com/questions/211177/comparison-of-lda-vs-knn-time-complexity
https://www.kyb.mpg.de/fileadmin/user_upload/files/publications/attachments/neco_%5b0%5d.pdf
https://nlp.stanford.edu/IR-book/html/htmledition/irbook.html
https://www.youtube.com/watch?v=UPAnUE_g5SQ
https://www.youtube.com/watch?v=6nDqY8MPLDM
https://www.youtube.com/watch?v=ptwn9wg_s48
https://www.csee.umbc.edu/~tinoosh/cmpe650/slides/K_Nearest_Neighbor_Algorithm.pdf (good Knn algorithm)
Attachment:- Term Paper.rar