Digital Signal Processing using Google Colaboratory

rsenthil_1976


10

Votes

Description:

Python now replaces MATLAB and Scilab in signal processing, image & video processing and audio processing, This talk is focused on the following signal processing algorithms and digital filter design implementation using Python software: 1. Linear convolution 2. Correlation 3. Discrete Fourier Transform and Its Inverse 4. Frequency spectrum plot 5. Digital Filers like Finite Impulse Response Filters 6. Infinite Impulse Response Filters 7. Discrete Cosine Transform 8. Power Spectrum Estimate

Prerequisites:

Knowledge about Python data types and data structures. Signal processing fundamentals like Unit impulse, Step response, Fourier Transform. Basic Python programming.

Video URL:

https://youtu.be/MByqBt3r7yg

Content URLs:

  1. https://static.fossee.in/scipy2019/SciPyTalks/SciPyIndia2019_Track2_S001_Digital_Signal_Processing_using_Python_20191129.mp4
  2. https://github.com/senthilkumarIRTT/Python-for-Digital-Signal-Processing.git
  3. https://www.slideshare.net/rsenthil1976/sci-py-indiaconference2019
  4. https://rsenthilirtt.blogspot.com/

Speaker Info:

Name, Designation: Dr.R.Senthilkumar, Assistant Professor Department & Institute: Electronics and Communication Engineering, Institute of Road and Transport Technology, Erode, Tamil Nadu. My area of interest includes Signal Processing, Image & Video Processing, Speech processing, Face recognition, Image denoising, Acoustic Echo cancellation, adaptive filtering, multi-rate signal processing, wavelet transform. My ultimate aim is to replace the proprietary software by Open source software like Python, Scilab for the above said applications.

Speaker Links:

Institute URL: http://irttech.ac.in/ece.php Profile URL: http://www.geocities.ws/senthilirtt/Dr.R.Senthilkumar_ECE_IRTT Youtube channel: https://www.youtube.com/channel/UCYpiTSNyirdONIQZVLPJEqg?view_as=subscriber Researchgate: https://www.researchgate.net/profile/Dr_Senthilkumar2

Section: Scientific Computing
Type: Talks
Target Audience: Intermediate
Last Updated: