Heng-Jui Chang
5 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Cross-Pollinator (10)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
INTERSPEECH (2)
ACL (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
self-supervised learning
(3)
speech processing
(2)
representation learning
(2)
transfer learning
(1)
online clustering
(1)
speech recognition
(1)
sequential learning
(1)
lifelong learning
(1)
masked language modeling
(1)
contextualized embedding
(1)
speech representation
(1)
self-supervised fine-tuning
(1)
speaker disentanglement
(1)
end-to-end speech recognition
(1)
acoustic unit
(1)
acoustic unit discovery
(1)
speaker invariance
(1)
speaker information
(1)
acoustic condition
(1)
speaker-invariant clustering
(1)
Papers
R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces
NAACL 2024
DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning
NIPS 2023
Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering
INTERSPEECH 2023
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities
ACL 2022
Towards Lifelong Learning of End-to-End ASR
INTERSPEECH 2021