Jayin Khanna

SRF @ IISc Bangalore | DL research @ IIT KGP | Mathematics & CSE student @ Shiv Nadar University | BS in Data Science & Applications @IIT-Madras | Ex- ML and Computer Vision Intern at DRDO, Syntellect and Habitats Trust

Role
Machine Learning Research Fellow at Signal Processing Interpretation And Representation Spire Laboratory
Location
Gurugram, HR, IN
LinkedIn followers
500 followers

Experience

  1. Machine Learning Research Fellow

    Signal Processing Interpretation And Representation Spire Laboratory

    Jul 2025 — Present

    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.

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