S Sakshi
10 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π€ Dynamic Duo (10)
β‘
Prolific Year Β· Productive
β
The Questioner
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(8)
Machine Learning
(7)
Core AI
(7)
Natural Language Processing
(5)
Learning Types Β· Machine Learning
(4)
Application Areas
(3)
Applications
(3)
Deep Learning
(2)
Speech & Audio
(2)
Analysis
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Models
(1)
Keywords
data augmentation
(3)
multimodal learning
(3)
audio-language model
(3)
audio understanding
(2)
low-resource setting
(2)
contrastive learning
(2)
instruction tuning
(1)
speech recognition
(1)
curriculum learning
(1)
natural language understanding
(1)
progressive learning
(1)
speech analysis
(1)
spurious correlation
(1)
speech classification
(1)
abstract meaning representation
(1)
benchmark dataset
(1)
generative model
(1)
conditional generation
(1)
robust learning
(1)
audio classification
(1)
Papers
Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities
ICML 2025
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
ICLR 2025
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions
ACL 2024
ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations
ACL 2024
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
ICLR 2024
Do Vision-Language Models Understand Compound Nouns?
NAACL 2024
EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning
EMNLP 2024
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities
EMNLP 2024
DALE: Generative Data Augmentation for Low-Resource Legal NLP
EMNLP 2023
DeToxy: A Large-Scale Multimodal Dataset for Toxicity Classification in Spoken Utterances
Interspeech 2022