Liqun Deng
10 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25)
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Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(6)
Speech & Audio
(5)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(4)
Core Methods
(4)
Core AI
(3)
Learning Types Β· Deep Learning
(3)
Synthesis
(3)
Natural Language Processing
(2)
Application Areas
(2)
Architectures
(2)
Resources & Methods
(2)
Interdisciplinary
(1)
Analysis
(1)
Keywords
voice conversion
(2)
speech disentanglement
(2)
speech representation
(2)
vector quantization
(2)
representation disentanglement
(2)
prosody modeling
(2)
pre-trained model
(1)
attention mechanism
(1)
zero-shot learning
(1)
mutual information
(1)
speech analysis
(1)
relu activation
(1)
self-supervised learning
(1)
automatic speech recognition
(1)
cross-attention mechanism
(1)
mutual information minimization
(1)
singing voice synthesis
(1)
music corpus
(1)
activation sparsity
(1)
unsupervised domain adaptation
(1)
Papers
The GaoYao Benchmark: A Comprehensive Framework for Evaluating Multilingual and Multicultural Abilities of Large Language Models
ACL 2026
Sparsing Law: Towards Large Language Models with Greater Activation Sparsity
ICML 2025
SA-WavLM: Speaker-Aware Self-Supervised Pre-training for Mixture Speech
Interspeech 2024
CoCA-MDD: A Coupled Cross-Attention based Framework for Streaming Mispronunciation Detection and Diagnosis
Interspeech 2022
EditSinger: Zero-Shot Text-Based Singing Voice Editing System with Diverse Prosody Modeling
IJCAI 2022
M4Singer: A Multi-Style, Multi-Singer and Musical Score Provided Mandarin Singing Corpus
NeurIPS 2022
reducing multilingual context confusion for end-to-end code-switching automatic speech recognition
Interspeech 2022
Streamable Speech Representation Disentanglement and Multi-Level Prosody Modeling for Live One-Shot Voice Conversion
Interspeech 2022
Unsupervised Domain Adaptation for Dysarthric Speech Detection via Domain Adversarial Training and Mutual Information Minimization
Interspeech 2021
VQMIVC: Vector Quantization and Mutual Information-Based Unsupervised Speech Representation Disentanglement for One-Shot Voice Conversion
Interspeech 2021