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)

http://nlp.stanford.edu/IR-book/html/htmledition/time-complexity-and-optimality-of-knn-1.html

http://www.academia.edu/1886225/KNN_Algorithms

http://www.academia.edu/4907040/A_New_Boosting_Multi-class_SVM_Algorithm (Knn algorithm)

http://machinelearning.wustl.edu/mlpapers/paper_files/TsangKC05.pdf

https://pdfs.semanticscholar.org/a8b4/786c9128d4a94caeb67c858ab4f4288c49ff.pdf (svm complexity)

http://stats.stackexchange.com/questions/96995/machine-learning-classifiers-big-o-or-complexity

http://stats.stackexchange.com/questions/211177/comparison-of-lda-vs-knn-time-complexity

http://www.kyb.mpg.de/fileadmin/user_upload/files/publications/attachments/neco_%5b0%5d.pdf

http://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

http://www.csee.umbc.edu/~tinoosh/cmpe650/slides/K_Nearest_Neighbor_Algorithm.pdf (good Knn algorithm)

Attachment:- Term Paper.rar