Meng Ge
27 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Research topics
Deep Learning
(17)
Machine Learning
(15)
Speech & Audio
(15)
Artificial Intelligence
(10)
Architectures
(10)
Core Methods
(10)
Core AI
(9)
Analysis
(7)
Synthesis
(7)
Techniques
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Learning Types Β· Deep Learning
(5)
Optimization & Theory
(5)
Learning Types Β· Machine Learning
(4)
Computer Vision
(2)
Natural Language Processing
(2)
Keywords
speech enhancement
(5)
speaker extraction
(5)
attention mechanism
(4)
neural network
(4)
self-supervised learning
(3)
graph neural network
(3)
representation learning
(3)
knowledge distillation
(2)
multi-talker speech
(2)
sound source localization
(2)
node classification
(2)
direction of arrival
(2)
convolutional neural network
(2)
audio-visual speaker extraction
(2)
multimodal learning
(2)
graph representation
(2)
speech separation
(2)
pre-trained model
(2)
automatic speech recognition
(2)
speech recognition
(1)
Papers
Evaluating the Expressive Appropriateness of Speech in Rich Contexts
ACL 2026
ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning
Interspeech 2025
A Three-Stage Beamforming with Harmonic Guidance for Multi-Channel Speech Enhancement
Interspeech 2025
FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features
NeurIPS 2024
Improving Distinguishability of Class for Graph Neural Networks
AAAI 2024
Multi-Modal Sarcasm Detection Based on Dual Generative Processes
IJCAI 2024
SA-WavLM: Speaker-Aware Self-Supervised Pre-training for Mixture Speech
Interspeech 2024
Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning
AAAI 2024
VoiCor: A Residual Iterative Voice Correction Framework for Monaural Speech Enhancement
Interspeech 2024
WeSep: A Scalable and Flexible Toolkit Towards Generalizable Target Speaker Extraction
Interspeech 2024
Locate and Beamform: Two-dimensional Locating All-neural Beamformer for Multi-channel Speech Separation
Interspeech 2023
PIAVE: A Pose-Invariant Audio-Visual Speaker Extraction Network
Interspeech 2023
Rethinking the Visual Cues in Audio-Visual Speaker Extraction
Interspeech 2023
SDNet: Stream-attention and Dual-feature Learning Network for Ad-hoc Array Speech Separation
Interspeech 2023
A Hybrid Continuity Loss to Reduce Over-Suppression for Time-domain Target Speaker Extraction
Interspeech 2022
Global Signal-to-noise Ratio Estimation Based on Multi-subband Processing Using Convolutional Neural Network
Interspeech 2022
Iterative Sound Source Localization for Unknown Number of Sources
Interspeech 2022
Language-specific Characteristic Assistance for Code-switching Speech Recognition
Interspeech 2022
MIMO-DoAnet: Multi-channel Input and Multiple Outputs DoA Network with Unknown Number of Sound Sources
Interspeech 2022
RAW-GNN: RAndom Walk Aggregation based Graph Neural Network
IJCAI 2022
Self-Distillation Based on High-level Information Supervision for Compressing End-to-End ASR Model
Interspeech 2022
VCSE: Time-Domain Visual-Contextual Speaker Extraction Network
Interspeech 2022
Neural Speaker Extraction with Speaker-Speech Cross-Attention Network
Interspeech 2021
Singing Voice Extraction with Attention-Based Spectrograms Fusion
Interspeech 2020
SpEx+: A Complete Time Domain Speaker Extraction Network
Interspeech 2020
Environment-Dependent Attention-Driven Recurrent Convolutional Neural Network for Robust Speech Enhancement
Interspeech 2019
Integrative Network Embedding via Deep Joint Reconstruction
IJCAI 2018