CoE for Signal Processing and Machine Learning (CoESPML)

About CoE for Signal Processing and Machine Learning (CoESPML)

Welcome to the Centre of Excellence for Signal Processing and Machine Learning (CoESPML) in the Department of Electronics and Communication Engineering. CoESPML is an organized research unit founded in November 2022 that serves as a focus for quality research in signal processing, machine learning, data science, sensors data, speech/image/video processing, digital systems using machine learning and data fusion techniques. At CoESPML, we are trying to explore both theoretical and practical frameworks for optimal data analysis in the research fields. The Center of Excellence was formed as a specialized group to coordinate advanced research in all aspects of signal processing artificial intelligence, sensor systems, speech/image/video analysis, signal processing and machine learning, and to facilitate collaboration and interaction with industry sponsors and federal government research agencies. The Center of Excellence for Signal Processing and Machine Learning is a hub for cutting-edge research and innovation. Our multidisciplinary team collaborates with academia, industry, and government to advance AI technologies. We focus on impactful projects, bridging the gap between research and practical applications. Through training programs, we nurture the next generation of AI talent. We uphold open science principles, sharing code, datasets, and knowledge with the global community to accelerate progress in signal processing and machine learning.

More Info

Key Highlights:

  • To do projects addressing tangible applications, using AI to solve complex challenges across various
    industries or government agencies.
  • To collaborate actively with industry partners to seamlessly integrate research outcomes into practical
    applications.
  • To share research findings, code, datasets, and publications openly to contribute to the global
    community and accelerate progress in the field.

Objectives

To develop and implement educational programs to cultivate skills and expertise in signal processing and machine learning for faculty and students.
. To conduct cutting-edge research in speech, image, video, and IoT systems using signal processing and machine learning algorithms by faculty and students.
To foster strong collaborations with academia, industry, and government for accelerated knowledge exchange and practical solution development.

MoUs

S. No. Name of the Industry Impact
1 PVR Tech Ltd, Hyderabad Mini and Major Projects done by the students based on AI algorithms

More Information

S.No Name Designation Qualification Specialization
1 Dr. P. Chandrasekhar Assistant Professor Ph.D. Acoustic Scene Classification
2 Dr. C. Padmaja Assistant Professor Ph.D. Wireless and Mobile Communication
3 Mr. Y. Rakesh Kumar Assistant Professor M.Tech (Ph.D.) Image Processing
4 Mr. P. Satyanarayana Goud Assistant Professor M.Tech (Ph.D.) Signal and Image Processing
5 Mr. L. Nagaraju Assistant Professor M.Tech (Ph.D.) Antenna Array Signal Processing

S.No Name of Equipment Quantity Cost (₹)
1 MATLAB Software 1
2 NVIDIA GPU for Machine Learning 1

➢ Signal Processing and machine learning is much more focused on speech, image, video, visual data, or
any other types of data and aims to identify and interpret appropriate sources of information related to real
life scenarios.
➢ Reflect on the relevance of current and future Signal Processing and machine learning applications.
➢ Papers and conferences will be published, and projects will be implemented.

Name of Coordinator: Dr. P. Chandrasekhar
Designation: Asst. Prof.
Email: [email protected]