Multi-Domain Audio Question Answering Toward Acoustic Content Reasoning in The DCASE 2025 Challenge
Paper • 2505.07365 • Published
Sonal Kumar PRO
sonalkum
AI & ML interests
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Organizations
authored 3
papers 12 months ago
authored a
paper over 1 year ago
authored 4
papers almost 2 years ago
Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data
Paper • 2410.02056 • Published • 6
Do Audio-Language Models Understand Linguistic Variations?
Paper • 2410.16505 • Published • 1
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
Paper • 2410.19168 • Published • 24
ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds
Paper • 2409.09213 • Published • 13
authored 7
papers about 2 years ago
ASPIRE: Language-Guided Augmentation for Robust Image Classification
Paper • 2308.10103 • Published
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
Paper • 2310.08753 • Published
DALE: Generative Data Augmentation for Low-Resource Legal NLP
Paper • 2310.15799 • Published
A Closer Look at the Limitations of Instruction Tuning
Paper • 2402.05119 • Published • 5
VDGD: Mitigating LVLM Hallucinations in Cognitive Prompts by Bridging the Visual Perception Gap
Paper • 2405.15683 • Published
CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP
Paper • 2404.00415 • Published
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities
Paper • 2406.11768 • Published • 24