About

I am Sreyan Ghosh, a 3rd-year Computer Science Ph.D. student at the University of Maryland, College Park (UMD). I conduct my research in the Gamma Lab under the mentorship of Prof. Dinesh Manocha. My work focuses on advancing audio processing—spanning speech, sounds, and music. I aim to tackle challenges such as developing data- and compute-efficient audio models, improving audio representation learning, and enhancing audio perception and reasoning in AI systems. My research is proudly supported by the NVIDIA Graduate Fellowship.

Previously, I have been fortunate to have worked with Prof. S. Umesh at Speech Lab @ Indian Institute of Technology Madras on making self-supervised learning in speech and audio more amenable to resource-constrained scenarios (both data and compute). I have also worked with Prof. Rajiv Ratn Shah at MIDAS Labs @ IIIT Delhi on content moderation, complex named entity recognition and speech recognition systems for low-resource Indian languages and Indian-accented English.

I graduated with a Bachelor’s in Computer Science and Engineering at Christ University in 2020. During my undergraduate studies, I served as the Vice President and co-founder of Neuron, Christ University’s first AI group focused on research and hackathons. During my undergraduation, I have won over 20 national and international hackathons.

I maintain a list of my publications and research implementations under the Research tab. I also blog about my personal experiences and topics related to speech and text processing. I am always open to collaborations, and please feel free to drop me a mail!

CV / Resume: link
Email ID: gsreyan@gmail.com ; sreyang@umd.edu