Aditya Engineering College (A)

Department of Electronics and Communication Engineering

AICTE Teaching and Learning Academy (ATAL) sponsored FDP on

"Role of AI in Speech and Image Processing for Disease Prediction"

5th - 10th february, 2024, India

About the FDP

Role of AI in Speech and Image Processing for Disease Prediction

Deep learning has formed the foundation of many image processing tasks, such as image classification, object detection, and image segmentation. It has shown promising results in disease diagnosis and treatment planning. Also, deep learning has revolutionized Automatic Speech Recognition (ASR) and Text-to-Speech (TTS) synthesis. TTS models like WaveNet and Tacotron have achieved remarkable naturalness in synthesized speech. Current research aims to enhance the robustness of these models to handle various accents, languages, and noisy environments. In this FDP, the combination of image ad speech processing will be covered for multimodal learning leading to significant solutions in health care systems.

  • Surampalem, Andhra Pradesh

    India

  • 5th - 10th Feb.

    2024

  • 6 Speakers

    EXPERTS

  • 60 Seats

    CONFIRM

Topics to be covered

  • Vision to Computers: A CNN model Development
  • Deep learning for Computer Vision Applications
  • AI inference on the edge: Speech-to-text conversion using LSTM network
  • Speech Processing in Emotional Conditions
  • Pathological Speech Processing
  • Recent Machine Learning algorithms for
    image classification
  • Skin Melanoma Detection
  • Set Theoretic approaches in image processing
  • MR Brain Image Segmentation
  • Practical procedures for the identification of diseases from image and speech signals
  • Hands-on sessions using Python, MATLAB and Visit tool from Xilinx
  • National Educational Policy - 2020 implementation

Who's Speaking?

speak

Dr. Anil Kumar Vuppala

Associate Professor
Dept. of Electronics and Communication Engineering
IIIT, Hyderabad

speak

Dr. Ch. Srinivasa Rao

Professor of ECE & Principal
JNTUK University College of Engineering Narasaraopet

speak

Dr. Anupama Namburu

Associate Professor
Dept. of Computer Science and Engineering
Jawaharlal Nehru University
New Delhi

speak

Dr. Meenakshi Kollati,

Professor
Dept. of Electronics and Communication Engineering
Gokaraju Rangaraju Institute of Engineering & Technology, Hyderabad

speak

Dr. Poluri Venkata Vijay Kishore

Professor
Dept. of Electronics and Communication Engineering
Chair, Biomechanics and Vision Computing Research Center
Koneru Lakshmaiah Education Foundation, Vaddeswaram

speak

Dr. Karri Manikanta Reddy

Alumnus of Aditya Engineering College &
Senior System Design Engineer,
Advanced Micro Devices (AMD), Hyderabad

Event Schedule

  • Inauguration & Session-1

    Speech Processing in Emotion Conditions

    • time9:30 AM-11:00 AM
    • byDr. Anil Kumar Vuppala, IIIT, Hyderabad
  • Article Discussion

    • time11:15AM - 1:00 PM
  • Lunch

    • time1:00 PM - 2:00 PM
  • Session-2

    Pathological Speech Processing

    • time2:00 PM - 3:30PM
    • byDr. Anil Kumar Vuppala, IIIT, Hyderabad
  • Hands-on Session

    • time3:45 PM - 5:30 PM
  • Session-3

    Set Theoretic approaches to Image Segmentation

    • time9:30 AM-11:00 AM
    • byDr. Anupama Namburu Jawaharlal Nehru University, New Delhi
  • Article Discussion

    • time11:15AM - 1:00 PM
  • Lunch

    • time1:00 PM - 2:00 PM
  • Session-4

    MR brain Medical Image Segmentation

    • time2:00 PM - 3:30PM
    • byDr. Anupama Namburu Jawaharlal Nehru University, New Delhi
  • Hands-on Session (MATLAB)

    • time3:45 PM - 5:30 PM
  • Session-5

    Recent Machine Learning approaches to image classification

    • time9:30 AM-11:00 AM
    • byDr. K. Meenakshi GRIET, Hyderabad
  • Article Discussion

    • time11:15AM - 1:00 PM
  • Lunch

    • time1:00 PM - 2:00 PM
  • Session-6

    Skin Melanoma Detection using Machine Learning

    • time2:00 PM - 3:30PM
    • byDr. K. Meenakshi GRIET, Hyderabad
  • Hands-on Session (Python)

    • time3:45 PM - 5:30 PM
  • Session-7

    National Educational Policy -2020 Implementation

    • time9:30 AM-1:00 PM
    • byDr. Ch. Srinivasa Rao JNTUK, Narasaraopet
  • Lunch

    • time1:00 PM - 2:00 PM
  • Visit to Radiology department, Medicover hospital, Kakinada.

    • time2:00 PM - 5:30PM
  • Session-8

    Vision to Computers: The CNN Model Development.

    • time9:30 AM-11:00 AM
    • byDr. P V V Kishore Chair, Biomechanics and Vision Computing Research Center, KLEF, Vaddeswaram
  • Article Discussion

    • time11:15AM - 1:00 PM
  • Lunch

    • time1:00 PM - 2:00 PM
  • Session-9

    Deep Learning for Computer Vision Applications

    • time2:00 PM - 3:30PM
    • byDr. P V V Kishore Chair, Biomechanics and Vision Computing Research Center, KLEF, Vaddeswaram
  • Hands-on Session (Python with tensor flow framework)

    • time3:45 PM - 5:30 PM
  • Session-10

    AI inference on the edge: Speech-to-text conversion using LSTM network

    • time9:30 AM-11:00 AM
    • byDr. Karri Manikanta Reddy Advanced Micro Devices, Hyderabad
  • Hands-on Session (Vitis Tool) & Reflection Journal

    • time11:15AM - 1:00 PM
  • Lunch

    • time1:00 PM - 2:00 PM
  • MCQ, Feeback, and Interactions

    • time2:00 PM - 3:30PM
  • Valedictory

    • time3:45 PM - 5:30 PM

Chief Patrons

Dr. N. Sesha Reddy,
Chairman
Dr. N. Satish Reddy,
Vice-Chairman

Patron

Dr. M. Sreenivasa Reddy,
Principal

Advisory Committee

  • Dr. S. Rama Sree, Dean (Academics)
  • Dr. G. Suresh, Dean (IQAC)
  • Dr. K V S R Murthy, Dean (R&D)
  • Prof. V. Satyanarayana, Dean (Administration)
  • Mr. J. Pavan, Dean (Evaluation)
  • Mr. J. D. Venkatesh, Dean (Student Affairs)
  • Dr. N. Radha, Assoc. Prof. & HOD, ECE

Coordinator

Dr. Sridevi Gamini, Professor

Co - Coordinator

Mr. S. Jagadeesh, Asst. Professor

Organizing Committee

  • Dr. K. Vishnu Vardhana Reddy, Assoc. Professor
  • Dr. U. Rajyalakshmi, Professor
  • Dr. Yashu Swami, Professor
  • Dr. A. L. Siridhara, Assoc. Professor
  • Dr. D.V.N. Koteswara Rao, Assoc. Professor
  • Dr. Jagatpati Raiguru, Assoc. Professor
  • Dr. K. Ayyappa Swamy, Assoc. Professor
  • Dr. P. Sunitha, Assoc. Professor
  • Dr. P. Vijay Kumar, Assoc. Professor
  • Dr. Ch. V. Ravi Sankar, Assoc. Professor
  • Dr. Mahesh Kumar singh, Assoc. Professor
  • Dr. Md. Taj, Assoc. Professor
  • Dr. Tathababu Addepalli, Assoc. Professor
  • Dr. Sanjeev Kumar, Assoc. Professor
  • Mr. P. Bujji Babu, Assoc. Professor
  • Ms. B. S. Sridevi, Assoc. Professor
  • Mr. A. Konda Babu, Assoc. Professor

Contact Details

Coordinator

Dr. Sridevi Gamini, Professor
Department of ECE

Cell: +91 984 814 1867
Mail: sridevi_gamini@aec.edu.in

Co - Coordinator

Mr. S. Jagadeesh, Asst. Professor
Department of ECE

Cell: +91 944 072 2720
Mail: samudrala.jagadeesh@aec.edu.in