Central Mine Planning & Design Institute Limited - Internship
Sep 7, 2021 - Oct 6, 2021 · 1 mo
Jharkhand, India
Projects
Surbhit Pratik has not added any project yet.
Research Papers
Audio Deepfake Detection using Spectrograms
Aug 23, 2023 - International Journal of Science & Engineering Development Research
High-quality fake videos and audio generated by AI algorithms (the deep fakes) have started challenging the status of videos and audio as definitive evidence of events. These sounds and clippings, if used as evidence, could even become a threat to someone’s private life or even national security. In this project, we have developed a system that can accurately determine whether a given piece of evidence is real or artificially mutated using a Keras model with ConformerEncoder architecture as its backbone. The ASVspoof 2019 dataset has been used to perceive the accuracy of the model built.