Minghui Fang
17 papers · 2024–2025 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (41) π Conference Polyglot Β· Silver π€ Dynamic Duo (12) ποΈ Keyword Collector (91)
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Prolific Year Β· Prolific
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Trend Setter
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Century Club Β· Bronze
Top co-authors
Research topics
Deep Learning
(14)
Artificial Intelligence
(13)
Core AI
(12)
Machine Learning
(11)
Speech & Audio
(8)
Models
(8)
Core Methods
(6)
Synthesis
(6)
Learning Types Β· Machine Learning
(5)
Learning Types Β· Deep Learning
(5)
Natural Language Processing
(3)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Learning Paradigms
(2)
Keywords
vector quantization
(3)
generative model
(2)
multimodal learning
(2)
discrete codec
(2)
contrastive learning
(2)
zero-shot learning
(2)
diffusion transformer
(2)
discrete representation
(2)
cross-modal generalization
(2)
speech synthesis
(2)
speech generation
(2)
multimodal representation
(2)
autoregressive generation
(1)
text generation
(1)
uncertainty quantification
(1)
speech processing
(1)
speech recognition
(1)
curriculum learning
(1)
message passing
(1)
voice conversion
(1)
Papers
CART: A Generative Cross-Modal Retrieval Framework With Coarse-To-Fine Semantic Modeling
ACL 2025
ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control
ACL 2025
Enhancing Multimodal Unified Representations for Cross Modal Generalization
ACL 2025
GTA: Towards Generative Text-To-Audio Retrieval via Multi-Scale Tokenizer
Interspeech 2025
Language-Codec: Bridging Discrete Codec Representations and Speech Language Models
ACL 2025
MelRe: Vision-Based Mel-Spectrogram Restoration
Interspeech 2025
Mitigating Hallucinations in LM-Based TTS Models via Distribution Alignment Using GFlowNets
EMNLP 2025
OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup
ICLR 2025
Open-set Cross Modal Generalization via Multimodal Unified Representation
ICCV 2025
Rhythm Controllable and Efficient Zero-Shot Voice Conversion via Shortcut Flow Matching
ACL 2025
Speech Watermarking with Discrete Intermediate Representations
AAAI 2025
Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval
Interspeech 2025
VoxpopuliTTS: a large-scale multilingual TTS corpus for zero-shot speech generation
COLING 2025
WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling
ICLR 2025
Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling
AAAI 2025
AudioVSR: Enhancing Video Speech Recognition with Audio Data
EMNLP 2024
MoMu-Diffusion: On Learning Long-Term Motion-Music Synchronization and Correspondence
NeurIPS 2024