activity
20222026
most citedAn Overview of Recent Work in Media Forensics: Methods and Threats

21 citations · 32 across the 9 of their papers we have counts for

collaborators

10 papers

cs.AI2026

ERPBench: A State-Grounded Evaluation Paradigm for Computer-Use Agents in Enterprise Software

Kratika Bhagtani, Kusha Sridhar, Maziyar Baran Pouyan +2

Computer-use agents that operate through screenshots and simulated actions are advancing rapidly, yet their evaluation remains anchored to general desktop and web tasks. Enterprise…

cs.AI2026

Speak or Stay Silent: Context-Aware Turn-Taking in Multi-Party Dialogue

Kratika Bhagtani, Mrinal Anand, Yu Chen Xu +1

Existing voice AI assistants treat every detected pause as an invitation to speak. This works in dyadic dialogue, but in multi-party settings, where an AI assistant participates al…

cs.LG2025

HISPASpoof: A New Dataset For Spanish Speech Forensics

Maria Risques, Kratika Bhagtani, Amit Kumar Singh Yadav +1

Zero-shot Voice Cloning (VC) and Text-to-Speech (TTS) methods have advanced rapidly, enabling the generation of highly realistic synthetic speech and raising serious concerns about…

cs.SD2024★ 1 cited

Comparative Analysis of ASR Methods for Speech Deepfake Detection

Davide Salvi, Amit Kumar Singh Yadav, Kratika Bhagtani +3

Recent techniques for speech deepfake detection often rely on pre-trained self-supervised models. These systems, initially developed for Automatic Speech Recognition (ASR), have pr…

eess.AS2024

DiffSSD: A Diffusion-Based Dataset For Speech Forensics

Kratika Bhagtani, Amit Kumar Singh Yadav, Paolo Bestagini +1

Diffusion-based speech generators are ubiquitous. These methods can generate very high quality synthetic speech and several recent incidents report their malicious use. To counter…

cs.CV2024★ 4 cited

FairSSD: Understanding Bias in Synthetic Speech Detectors

Amit Kumar Singh Yadav, Kratika Bhagtani, Davide Salvi +2

Methods that can generate synthetic speech which is perceptually indistinguishable from speech recorded by a human speaker, are easily available. Several incidents report misuse of…

cs.SD2024★ 2 cited

Compression Robust Synthetic Speech Detection Using Patched Spectrogram Transformer

Amit Kumar Singh Yadav, Ziyue Xiang, Kratika Bhagtani +3

Many deep learning synthetic speech generation tools are readily available. The use of synthetic speech has caused financial fraud, impersonation of people, and misinformation to s…

cs.SD2023★ 3 cited

DSVAE: Interpretable Disentangled Representation for Synthetic Speech Detection

Amit Kumar Singh Yadav, Kratika Bhagtani, Ziyue Xiang +3

Tools to generate high quality synthetic speech signal that is perceptually indistinguishable from speech recorded from human speakers are easily available. Several approaches have…

cs.HC2022★ 1 cited

BEAMERS: Brain-Engaged, Active Music-based Emotion Regulation System

Jiyang Li, Wei Wang, Kratika Bhagtani +2

With the increasing demands of emotion comprehension and regulation in our daily life, a customized music-based emotion regulation system is introduced by employing current EEG inf…

cs.CV2022★ 21 cited

An Overview of Recent Work in Media Forensics: Methods and Threats

Kratika Bhagtani, Amit Kumar Singh Yadav, Emily R. Bartusiak +4

In this paper, we review recent work in media forensics for digital images, video, audio (specifically speech), and documents. For each data modality, we discuss synthesis and mani…