Wenyi Yu
7 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (15) π Triple Crown
π₯
Mega-Team Β· Squad
π
Grand Slam
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Prolific Year Β· Productive
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The Questioner
Top co-authors
Research topics
Keywords
speech recognition
(2)
sound source localization
(1)
question answering
(1)
multimodal learning
(1)
video understanding
(1)
speech analysis
(1)
natural gradient descent
(1)
fisher information matrix
(1)
multimodal dataset
(1)
pre-trained model
(1)
parameter-efficient fine-tuning
(1)
multi-hop reasoning
(1)
emergent abilities
(1)
speech understanding
(1)
natural language description
(1)
speech translation
(1)
natural language reasoning
(1)
speech quality assessment
(1)
auditory large language model
(1)
far-field speech recognition
(1)
Papers
MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
AAAI 2026
QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions
ACL 2025
An Improved Empirical Fisher Approximation for Natural Gradient Descent
NeurIPS 2024
Can Large Language Models Understand Spatial Audio?
Interspeech 2024
M3AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset
ACL 2024
SALMONN: Towards Generic Hearing Abilities for Large Language Models
ICLR 2024
video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models
ICML 2024