Sonal Kumar
Scholar

Sonal Kumar

Google Scholar ID: jiJ2DcEAAAAJ
Computer Science at University of Maryland, College Park
Natural Language ProcessingAudio Language Models
Citations & Impact
All-time
Citations
666
 
H-index
13
 
i10-index
15
 
Publications
20
 
Co-authors
11
list available
Resume (English only)
Academic Achievements
  • Served as the President of Neuron, the university’s first AI club, where he led research-focused hackathons and initiatives to promote AI innovation; won multiple hackathons, including national and international competitions, during undergraduate years.
Research Experience
  • Worked as a Software Engineer II at Cisco Systems, Bangalore, leading projects in network automation and developing machine learning solutions to enhance customer service; served as a Research Scientist Intern at Adobe, focusing on audio generative models within the audio research team.
Education
  • Graduated from Christ University with a Bachelor’s in Computer Science and Engineering in 2021; currently a Ph.D. student in Computer Science at the University of Maryland, College Park, under the mentorship of Prof. Dinesh Manocha and Prof. Ramani Duraiswami.
Background
  • Research interests include audio-language models, multimodal learning, and advanced reasoning in speech and audio processing. Aims to bridge the gap in audio comprehension for AI using resource-efficient techniques.
Miscellany
  • Passionate about collaboration, open to working together on advancing audio-language intelligence.