Prachi Singh

PhD Scholar
LEAP Lab - IISc Bangalore

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I am Prachi Singh, PhD research scholar working in the area of machine learning for speech processing. I am advised by enthusiastic and highly motivated Dr. Sriram Ganapathy at LEAP lab, Indian Institute of Science, Bangalore since August 2017.

My Research focus is on developing algorithms which can identify and thereby label different speakers in a multi-talker noisy speech audio just like humans can do seamlessly.

Before joining Indian Institute of Science, I worked in Fiat Chrylser Automobiles as a software engineer. I completed my B.Tech from College of Engineering, Pune in Electronics & Telecommunication in 2015.

Research Interests:
Speaker Diarization, Signal Processing, Machine Learning, Variational Inference, Self-supervised Learning, Graph based Clustering.

LEAP Lab, Electrical Engineering, IISc Bangalore, India 560012
prachisingh AT iisc DOT ac DOT in