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2020 – today
- 2025
[c8]S. Sakshi, Utkarsh Tyagi, Sonal Kumar, Ashish Seth, Ramaneswaran Selvakumar, Oriol Nieto, Ramani Duraiswami, Sreyan Ghosh, Dinesh Manocha:
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark. ICLR 2025- [c7]Sreyan Ghosh, Zhifeng Kong, Sonal Kumar, S. Sakshi, Jaehyeon Kim, Wei Ping, Rafael Valle, Dinesh Manocha, Bryan Catanzaro:
Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities. ICML 2025 - [i3]Sreyan Ghosh, Zhifeng Kong, Sonal Kumar, S. Sakshi, Jaehyeon Kim, Wei Ping, Rafael Valle, Dinesh Manocha, Bryan Catanzaro:
Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities. CoRR abs/2503.03983 (2025) - 2024
- [c6]Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, S. Sakshi, Sanjoy Chowdhury, Dinesh Manocha:
ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations. ACL (Findings) 2024: 386-406 - [c5]Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Chandra Kiran Reddy Evuru, Ramaneswaran S., S. Sakshi, Dinesh Manocha:
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions. ACL (1) 2024: 726-748 - [c4]Sreyan Ghosh, Sonal Kumar, Ashish Seth, Chandra Kiran Reddy Evuru, Utkarsh Tyagi, S. Sakshi, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha:
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities. EMNLP 2024: 6288-6313 - [c3]Ashish Seth, Ramaneswaran Selvakumar, S. Sakshi, Sonal Kumar, Sreyan Ghosh, Dinesh Manocha:
EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning. EMNLP 2024: 6386-6400 - [c2]Khalid Alfatmi, S. Chaitanya, A Ashiya, S. Sakshi, V. Sarvagya:
Data-Driven Decisions: How Integrated Machine Learning and Visual Dashboards are Transforming Business. ICCCNT 2024: 1-7 - [c1]Sonal Kumar, Sreyan Ghosh, S. Sakshi, Utkarsh Tyagi, Dinesh Manocha:
Do Vision-Language Models Understand Compound Nouns? NAACL (Short Papers) 2024: 519-527 - [i2]Ashish Seth, Ramaneswaran Selvakumar, S. Sakshi, Sonal Kumar, Sreyan Ghosh, Dinesh Manocha:
EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning. CoRR abs/2410.13179 (2024) - [i1]S. Sakshi, Utkarsh Tyagi, Sonal Kumar, Ashish Seth, Ramaneswaran Selvakumar, Oriol Nieto, Ramani Duraiswami, Sreyan Ghosh, Dinesh Manocha:
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark. CoRR abs/2410.19168 (2024)
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