Yu-An Chung
15 papers · 2016–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (26) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Pioneer
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Topic Evolution
π€
Dynamic Duo
(10)
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
ποΈ
Keyword Collector
(70)
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Trend Setter
Top co-authors
Research topics
Machine Learning
(12)
Deep Learning
(10)
Learning Types Β· Machine Learning
(9)
Core Methods
(8)
Speech & Audio
(7)
Architectures
(6)
Learning Types Β· Deep Learning
(6)
Analysis
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Applications
(2)
Learning Paradigms
(2)
Recognition
(2)
Synthesis
(2)
Application Areas
(1)
Keywords
unsupervised learning
(4)
self-supervised learning
(4)
audio classification
(2)
speech-to-speech translation
(2)
predictive coding
(2)
representation learning
(2)
audio spectrogram transformer
(2)
speech representation
(2)
spectrogram transformer
(2)
speech recognition
(2)
autoregressive model
(2)
adversarial training
(1)
speech processing
(1)
spoken language understanding
(1)
question answering
(1)
attention mechanism
(1)
cross-lingual transfer
(1)
speech classification
(1)
embedding space
(1)
vector quantization
(1)
Papers
DC-Spin: A Speaker-invariant Speech Tokenizer for Spoken Language Models
Interspeech 2025
Speech-to-Speech Translation for a Real-world Unwritten Language
ACL 2023
UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units
ACL 2023
SSAST: Self-Supervised Audio Spectrogram Transformer
AAAI 2022
AST: Audio Spectrogram Transformer
Interspeech 2021
Non-Autoregressive Predictive Coding for Learning Speech Representations from Local Dependencies
Interspeech 2021
SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding
NAACL 2021
Improved Speech Representations with Multi-Target Autoregressive Predictive Coding
ACL 2020
Vector-Quantized Autoregressive Predictive Coding
Interspeech 2020
An Unsupervised Autoregressive Model for Speech Representation Learning
Interspeech 2019
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech
Interspeech 2018
Supervised and Unsupervised Transfer Learning for Question Answering
NAACL 2018
Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces
NeurIPS 2018
Audio Word2Vec: Unsupervised Learning of Audio Segment Representations Using Sequence-to-Sequence Autoencoder
Interspeech 2016
Cost-Aware Pre-Training for Multiclass Cost-Sensitive Deep Learning
IJCAI 2016