Shu-wen Yang
8 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (5) π Conference Polyglot (5) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
π₯
Mega-Team
(76)
Conferences
INTERSPEECH (3)
ICML (2)
ACL (1)
ICLR (1)
NAACL (1)
Top co-authors
Research topics
Keywords
speech processing
(4)
self-supervised learning
(3)
representation learning
(3)
transfer learning
(2)
speech representation
(1)
spoken question answering
(1)
self-supervised representation learning
(1)
under-represented language
(1)
audio transformer
(1)
discrete spoken unit
(1)
textless speech
(1)
domain generalization
(1)
automatic speech recognition
(1)
multi-head attention
(1)
Papers
Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction
ICML 2025
Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks
ICLR 2025
IMPACT: Iterative Mask-based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling
ICML 2025
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities
ACL 2022
DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering
INTERSPEECH 2022
Self-supervised Representation Learning for Speech Processing
NAACL 2022
SUPERB: Speech Processing Universal PERformance Benchmark
INTERSPEECH 2021
Understanding Self-Attention of Self-Supervised Audio Transformers
INTERSPEECH 2020