Sonal Kumar

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authored 3 papers 3 months ago

Multi-Domain Audio Question Answering Toward Acoustic Content Reasoning in The DCASE 2025 Challenge

Paper • 2505.07365 • Published May 12

Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models

Paper • 2507.08128 • Published Jul 10 • 10

MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence

Paper • 2508.13992 • Published Aug 19 • 7

authored a paper 9 months ago

Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities

Paper • 2503.03983 • Published Mar 6 • 26

authored 4 papers about 1 year ago

Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data

Paper • 2410.02056 • Published Oct 2, 2024 • 6

Do Audio-Language Models Understand Linguistic Variations?

Paper • 2410.16505 • Published Oct 21, 2024 • 1

MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark

Paper • 2410.19168 • Published Oct 24, 2024 • 23

ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds

Paper • 2409.09213 • Published Sep 13, 2024 • 13

authored 7 papers over 1 year ago

ASPIRE: Language-Guided Augmentation for Robust Image Classification

Paper • 2308.10103 • Published Aug 19, 2023

CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models

Paper • 2310.08753 • Published Oct 12, 2023

DALE: Generative Data Augmentation for Low-Resource Legal NLP

Paper • 2310.15799 • Published Oct 24, 2023

A Closer Look at the Limitations of Instruction Tuning

Paper • 2402.05119 • Published Feb 3, 2024 • 5

VDGD: Mitigating LVLM Hallucinations in Cognitive Prompts by Bridging the Visual Perception Gap

Paper • 2405.15683 • Published May 24, 2024

CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP

Paper • 2404.00415 • Published Mar 30, 2024

GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities

Paper • 2406.11768 • Published Jun 17, 2024 • 24