ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations. - Sreyan Ghosh; Chandra Kiran Reddy Evuru; Sonal Kumar; Utkarsh Tyagi; S. Sakshi; Sanjoy Chowdhury; Dinesh Manocha (ACL (Findings), 2024)

ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions. - Sreyan Ghosh; Utkarsh Tyagi; Sonal Kumar; Chandra Kiran Reddy Evuru; Ramaneswaran S.; S. Sakshi; Dinesh Manocha (ACL (1), 2024)

GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities. - Sreyan Ghosh; Sonal Kumar; Ashish Seth; Chandra Kiran Reddy Evuru; Utkarsh Tyagi; S. Sakshi; Oriol Nieto; Ramani Duraiswami; Dinesh Manocha (EMNLP, 2024)

EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning. - Ashish Seth; Ramaneswaran Selvakumar; S. Sakshi; Sonal Kumar; Sreyan Ghosh; Dinesh Manocha (EMNLP, 2024)

Data-Driven Decisions: How Integrated Machine Learning and Visual Dashboards are Transforming Business. - Khalid Alfatmi; S. Chaitanya; A Ashiya; S. Sakshi; V. Sarvagya (ICCCNT, 2024)

Do Vision-Language Models Understand Compound Nouns? - Sonal Kumar; Sreyan Ghosh; S. Sakshi; Utkarsh Tyagi; Dinesh Manocha (NAACL (Short Papers), 2024)

MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark. - S. Sakshi; Utkarsh Tyagi; Sonal Kumar; Ashish Seth; Ramaneswaran Selvakumar; Oriol Nieto; Ramani Duraiswami; Sreyan Ghosh; Dinesh Manocha (ICLR, 2025)

Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities. - Sreyan Ghosh; Zhifeng Kong; Sonal Kumar; S. Sakshi; Jaehyeon Kim; Wei Ping; Rafael Valle; Dinesh Manocha; Bryan Catanzaro (CoRR, 2025)