Anurag Kumar
25 papers · 2016–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (41) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Mega-Team Β· Legion
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Topic Evolution
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Keyword Champion
π
Conference Pioneer
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Unstoppable Β· Bronze
β
The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(115)
Top co-authors
Research topics
Machine Learning
(14)
Deep Learning
(13)
Artificial Intelligence
(12)
Speech & Audio
(10)
Core AI
(9)
Learning Types Β· Machine Learning
(9)
Computer Vision
(6)
Application Areas
(6)
Architectures
(6)
Core Methods
(6)
Learning Types Β· Deep Learning
(6)
Synthesis
(6)
Analysis
(4)
Learning Paradigms
(4)
Domain-Specific
(3)
Keywords
speech enhancement
(7)
multimodal learning
(5)
transfer learning
(4)
spatial audio
(4)
audio-visual learning
(4)
weakly supervised learning
(3)
deep neural network
(3)
neural network
(2)
time-domain audio
(2)
subjective evaluation
(2)
mean opinion score
(2)
room impulse response
(2)
speech quality assessment
(2)
neural radiance field
(2)
speaker separation
(2)
non-matching reference
(2)
video understanding
(1)
egocentric vision
(1)
self-supervised learning
(1)
matrix factorization
(1)
Papers
Bridging Context Gaps: Enhancing Comprehension in Long-Form Social Conversations Through Contextualized Excerpts
COLING 2025
Hearing Anywhere in Any Environment
CVPR 2025
Interspeech 2025 URGENT Speech Enhancement Challenge
Interspeech 2025
Learning to Highlight Audio by Watching Movies
CVPR 2025
Lessons Learned from the URGENT 2024 Speech Enhancement Challenge
Interspeech 2025
Cross-Talk Reduction
IJCAI 2024
Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark
CVPR 2024
Spherical World-Locking for Audio-Visual Localization in Egocentric Videos
ECCV 2024
AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesis
NeurIPS 2023
Egocentric Audio-Visual Object Localization
CVPR 2023
Rethinking Complex-Valued Deep Neural Networks for Monaural Speech Enhancement
Interspeech 2023
Spatialization Quality Metric for Binaural Speech
Interspeech 2023
Time-domain Transformer-based Audiovisual Speaker Separation
Interspeech 2023
Ego4D: Around the World in 3,000 Hours of Egocentric Video
CVPR 2022
Improving Speech Enhancement through Fine-Grained Speech Characteristics
Interspeech 2022
SAQAM: Spatial Audio Quality Assessment Metric
Interspeech 2022
Speech Quality Assessment through MOS using Non-Matching References
Interspeech 2022
Time-domain Ad-hoc Array Speech Enhancement Using a Triple-path Network
Interspeech 2022
Do Sound Event Representations Generalize to Other Audio Tasks? A Case Study in Audio Transfer Learning
Interspeech 2021
NORESQA: A Framework for Speech Quality Assessment using Non-Matching References
NeurIPS 2021
A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition
ICML 2020
Large Scale Audiovisual Learning of Sounds with Weakly Labeled Data
IJCAI 2020
Learning Sound Events from Webly Labeled Data
IJCAI 2019
Audio Content Based Geotagging in Multimedia
Interspeech 2017
Speech Enhancement in Multiple-Noise Conditions Using Deep Neural Networks
Interspeech 2016