XiaoHui Zhang
13 papers · 2017–2026 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (26)
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Century Club · Bronze
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Research topics
Machine Learning
(10)
Learning Types · Machine Learning
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Deep Learning
(5)
Speech & Audio
(5)
Artificial Intelligence
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Application Areas
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Core Methods
(4)
Learning Types · Deep Learning
(4)
Analysis · Speech & Audio
(3)
Core AI
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Optimization & Theory
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Computer Vision
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Natural Language Processing
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Analysis · Computer Vision
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Keywords
catastrophic forgetting
(3)
audio deepfake detection
(3)
continual learning
(3)
automatic speech recognition
(2)
self-supervised learning
(2)
speech recognition
(2)
feature distribution
(2)
weight modification
(2)
gradient modification
(2)
representation learning
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language identification
(1)
multimodal learning
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stochastic gradient descent
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acoustic model
(1)
speech synthesis
(1)
connectionist temporal classification
(1)
fisher information
(1)
neural network optimization
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adversarial training
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feature extraction
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Papers
FANoise: Singular Value-Adaptive Noise Modulation for Robust Multimodal Representation Learning
AAAI 2026
Region-Based Optimization in Continual Learning for Audio Deepfake Detection
AAAI 2025
Vevo: Controllable Zero-Shot Voice Imitation with Self-Supervised Disentanglement
ICLR 2025
Multimodal Representation Learning by Alternating Unimodal Adaptation
CVPR 2024
RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection
Interspeech 2024
Scaling Speech Technology to 1,000+ Languages
JMLR 2024
What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection
AAAI 2024
Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection
ICML 2023
ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit
ACL 2023
Faster, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces
Interspeech 2020
Acoustic Data-Driven Lexicon Learning Based on a Greedy Pronunciation Selection Framework
Interspeech 2017
Backstitch: Counteracting Finite-Sample Bias via Negative Steps
Interspeech 2017
The Kaldi OpenKWS System: Improving Low Resource Keyword Search
Interspeech 2017