Jayin Khanna

Machine Learning Research Fellow @Signal Processing Interpretation And Representation Spire Laboratory

Indian Institute of Science (IISc) Bangalore Supervisor: Prof. Prasanta Kumar GhoshSummer Research Fellowship Program (SRFP 2025) by the Indian Academy of Sciences (IAS)• Working at the SPIRE Lab on Time-Scale Modification (TSM) of speech using Generative Adversarial Networks (GANs).• I am currently developing ScalerGAN: an unsupervised GAN-based model to modify speech rate while preserving speaker identity, pitch, and naturalness.• I extracted and engineered audio features including STFTs, Mel spectrograms, and MFCCs for input to GAN-based architectures.• I am applying it on lab acquired audio data for personalized speech playback, podcast speed control, and assistivetools for language learning.