top of page

Panting's Notes Detection using Compressive Sensing, MFCC, and SVM

Machine Learning and Speech Signal Recognition project for Undergraduate Thesis

Tools

Python_(programming_language)-Logo.wine.png
Python Programming Language
applied for the program code
Google_Colaboratory_SVG_Logo.svg.png
Google Colaboratory 
used as the python IDE
Microsoft_Office_Excel_(2019–present).svg.png
Microsoft Excel
used for recapitulating the results and visualizing it into graphs
Microsoft_Word_logo_(2013-2019).png
Microsoft Word 
used for setting down the process and results into a book
Microsoft_PowerPoint_Logo.png
Microsoft Powerpoint
used for creating project presentation slides

Methods

Compressive Sensing
employed to compress
the audio signal
MFCC
applied to extract the
feature of audio signal
SVM
as a machine learning
method

Presentation Slides

bottom of page