Machine Learning Applications in Signal Processing @ Gudlavalleru Engineering College, Gudlavalleru

Participants Information

Participants: 40
Speakers:07
Female participants:05
Male participants:35
Participants from SC/ST category:08
Research Scholars:01
Industry participants:None

Lab Sessions

  • Basic Signal Processing Programs using MATLAB
  • Basic Signal Processing Programs using Python
  • Speech Applications using Python
  • Image Processing Programs using MATLAB
  • Adaptive Signal Processing Programs using MATLAB

Topics Covered

  • Siganl Processing and its Applications
  • Machine Learning for Signal Processing
  • Image Classification using Neural Networks and SVM
  • Machine Learning with Python
  • Speech/ Speaker Recognition
  • Building ASR System using Deep Learning
  • Supervised Learning for Visual Analytics
  • Multimodal Signal Processing
  • Speech Emotion Recognition
  • Building SER System using Deep Learning
  • Probability Concepts in Machine Learning
  • Speech Enhancement
  • Social Signal Processing

Highlights

List of Speakers

Dr. Anil Kumar, Assistant Professor, IIIT Hyderabad


Dr. K. V. Kadambari, Associate Professor, NIT Warangal


Prof. T. Kishore Kumar, Professor, NIT Warangal


Dr. E. Suresh Babu, Assistant Professor, NIT Warangal


Dr. P. Kishore Kumar, Assistant Professor, NIT Andhra Pradesh


Dr. Earnest Paul Ijjina, Assistant Professor, NIT Warangal


Sri. B. Sambireddy, Chief Engineer, Efftronics, Vijayawada



Feedback Summary

  • Research oriented topics were covered in the FDP.

  • Resource persons are the major highlight of the programme.

  • Planning and coordination of the FDP was good.

    • Suggestions from Participants

  • More Lab Sessions should be included.