Publications

Publications (and the unpublished)

• When Annotators Disagree: A Principled Approach to Learning with Noisy Labels with Bucarelli Maria Sofia, Purifacto Antonio, Lucas Cassano, Andrea Bacciu, Federico Siciliano, Amin Mantrach, and Fabrizio Silvestri in IEEE Transactions on AI 2026.
• The Majority Vote Paradigm Shift: When Popular Meets Optimal with Bucarelli Maria Sofia, Purifacto Antonio, Andrea Bacciu, Amin Mantrach, and Fabrizio Silvestri in AISTATS 2026.
• ParrotTTS: Text-to-speech synthesis exploiting disentangled self-supervised representations with Neil Shah, Saiteja Kosgi, Vishal Tambrahallia, Neha Sahipjohn, Niranjan Pedanekar, and Vineet Gandhi in EACL 2024. On Arxiv.
• Empathic machines: using intermediate features as levers to emulate emotions in text-to-speech system with Saiteja Kosgi, Sarath Sivaprasad, Niranjan Pedanekar, Vineet Gandhi in NAACL 2022 On ACL.
• Interactive post-editing for verbosity controlled translation with Prabhakar Gupta, Anil Nelakanti, Grant M. Berry, Abhishek Sharma, in COLING 2022. On ACL.
• Adapting neural machine translation for automatic post-editing with Abhishek Sharma, Prabhakar Gupta, in Conference on Machine Translation (WMT) 2021. On ACL.
• Object-level context modeling for scene classification with Context-CNN with Syed Ashar Javed in CVPR Workshsop 2017. On arxiv.
• Structured penalties for log-linear language models with Cedric Archambeau, Julien Mairal, Francis Bach and Guillaume Bouchard, in EMNLP 2013. On ACL. Oral slides.
• Tree learning strategies for large-scale taxonomies with Cedric Archambeau, Francis Bach and Guillaume Bouchard. Draft.
• Generalized linear language models with Cedric Archambeau, Francis Bach and Guillaume Bouchard. Draft.
• Planar scene modeling from quasiconvex subproblems with Visesh Chari, Chetan Jakkoju, C.V. Jawahar in ACCV 2009. On ACM.
• Path planning for visual servoing and navigation using convex optimization with Abdul Hafez, C.V. Jawahar, in the Journal of Robotics and Automation, 2014. On web.
• Path planning approach to visual servoing:convex optimization based solution with Abdul Hafez, C.V. Jawahar, in IROS 2008. On IEEE.

Patents granted

• Salient region detection in digital entertainment content, granted in US.
• Audio-lip movement correlation measurement for dubbed content, granted in US.
• Emotion mismatch detection for autodubs, granted in US to Amazon Technologies.
• Song generation using neural network granted in US to Amazon Technologies.
• Voice content selection for video content, filed in US to Amazon Technologies.
• Automated quality assessment of translations, granted in US to Amazon Technologies.
• Language model with structured penalty, granted in US and EU to Xerox Corp.
• (Filed and pending) Language agnostic song detection and identification, filed in US.