Federated Learning Toolkit with Voice-based User Verification Demo. - Prathamesh Mandke; Rachel Oberst; Matthias Reisser; Avijit Chakraborty; Christos Louizos; Joseph Soriaga; Daniel Madrigal Diaz; Andre Manoel; Nalin Singal; Jeff Omhover; Robert Sim (INTERSPEECH, 2023)

SubZero: Composing Subject, Style, and Action via Zero-Shot Personalization. - Shubhankar Borse; Kartikeya Bhardwaj; Mohammad Reza Karimi Dastjerdi; Hyojin Park 004; Shreya Kadambi; Shobitha Shivakumar; Prathamesh Mandke; Ankita Nayak; Harris Teague; Munawar Hayat; Fatih Porikli (CoRR, 2025)