Shu-wen Yang
8 papers · 2020–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
👥
Mega-Team · Legion
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Learning Types · Machine Learning
(4)
Natural Language Processing
(3)
Core AI
(3)
Speech & Audio
(2)
Application Areas
(2)
Architectures
(2)
Core Methods
(2)
Learning Paradigms
(2)
Techniques
(2)
Applications
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Keywords
speech processing
(5)
self-supervised learning
(3)
representation learning
(3)
transfer learning
(2)
automatic speech recognition
(1)
kullback-leibler divergence
(1)
multi-head attention
(1)
speech representation
(1)
spoken question answering
(1)
causal language model
(1)
spoken language model
(1)
audio quality
(1)
self-supervised representation learning
(1)
under-represented language
(1)
audio understanding
(1)
instruction-based learning
(1)
fréchet distance
(1)
audio transformer
(1)
discrete spoken unit
(1)
textless speech
(1)
Papers
Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks
ICLR 2025
Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction
ICML 2025
IMPACT: Iterative Mask-based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling
ICML 2025
DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering
Interspeech 2022
Self-supervised Representation Learning for Speech Processing
NAACL 2022
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities
ACL 2022
SUPERB: Speech Processing Universal PERformance Benchmark
Interspeech 2021
Understanding Self-Attention of Self-Supervised Audio Transformers
Interspeech 2020