Amit Yadav — India
Electrical and Computer Engineering, Ph.D.
Graduation: May 2026
There are several online tools readily available to generate fake high quality digital media (image, text, video, speech). Several incidents report their use for spreading misinformation and committing financial frauds. My research involves developing speech recognition and computer vision methods that process speech and video signal to determine if they are real or fake/manipulated. If it is manipulated my research also involves localizing which regions are manipulated, and if it is fake then it involves identifying the method used for generating it. This is particularly useful in the investigation of crimes, where digital evidence can play a crucial role in identifying suspects and proving guilt or innocence. It also helps to verify the authenticity of social media posts and news content, and in detecting fake news and disinformation campaigns. That is essential for making informed decisions and maintaining trust in our digital world.
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