Pramath Shukla
Computer science
Hometown: Gandhinagar, Gujarat, India
Graduation date: Fall 2025
FURI | Fall 2025
Transcribing EMS Calls Using Deep Learning for Clinical Decision Support
This project fine-tunes the Whisper speech-to-text model to transcribe emergency medical services (EMS) calls accurately. EMS calls often contain background noise, interruptions, and medical jargon that hinder reliable transcription. By training Whisper on EMS-specific audio, the research improves transcription quality and preserves clinical details. These transcripts form the foundation for automated information extraction systems that predict patient needs and support rapid triage. The outcome enables a seamless pipeline from audio to structured data, advancing efficiency in emergency healthcare.
Mentor: Nakul Gopalan
It’s hip to be square.
Students presenting projects at the Fulton Forge Student Research Expo are encouraged to download this personal QR code and include it within your poster. This allows expo attendees to explore more about your project and about you in the future.
Right click the image to save it to your computer.