Wenyi Yu
7 papers · 2024–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (5) 🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5)
🌈
Renaissance Researcher
(5)
👑
Triple Crown
🏆
Grand Slam
👥
Mega-Team
(34)
⚡
Prolific Year
(5)
❓
The Questioner
Conferences
ACL (2)
AAAI (1)
ICLR (1)
ICML (1)
INTERSPEECH (1)
NIPS (1)
Top co-authors
Keywords
benchmark evaluation
(1)
sound source localization
(1)
speech recognition
(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)
natural language description
(1)
natural language reasoning
(1)
speech quality assessment
(1)
auditory large language model
(1)
far-field speech recognition
(1)
multi-channel audio
(1)
spatial audio
(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
NIPS 2024
video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models
ICML 2024
Can Large Language Models Understand Spatial Audio?
INTERSPEECH 2024
SALMONN: Towards Generic Hearing Abilities for Large Language Models
ICLR 2024
M3AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset
ACL 2024