Xinmeng Xu
9 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(8)
Core Methods
(7)
Speech & Audio
(5)
Architectures
(5)
Synthesis
(5)
Artificial Intelligence
(3)
Core AI
(3)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Techniques
(2)
Computer Vision
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
speech enhancement
(8)
feature extraction
(3)
convolutional neural network
(3)
neural network
(2)
encoder-decoder architecture
(2)
attention mechanism
(2)
feature fusion
(1)
parameter quantization
(1)
multi-head attention
(1)
dynamic selection
(1)
neural vocoder
(1)
supervised attention
(1)
speech coding
(1)
acoustic echo cancellation
(1)
monaural speech enhancement
(1)
conformer architecture
(1)
speech reconstruction
(1)
audio-visual speech enhancement
(1)
low bitrate
(1)
temporal context
(1)
Papers
FIRING-Net: A filtered feature recycling network for speech enhancement
ICLR 2025
Improving Speech Enhancement by Integrating Inter-Channel and Band Features with Dual-branch Conformer
Interspeech 2024
CQNV: A Combination of Coarsely Quantized Bitstream and Neural Vocoder for Low Rate Speech Coding
Interspeech 2023
Exploring the Interactions Between Target Positive and Negative Information for Acoustic Echo Cancellation
Interspeech 2023
PCNN: A Lightweight Parallel Conformer Neural Network for Efficient Monaural Speech Enhancement
Interspeech 2023
Selector-Enhancer: Learning Dynamic Selection of Local and Non-local Attention Operation for Speech Enhancement
AAAI 2023
GLD-Net: Improving Monaural Speech Enhancement by Learning Global and Local Dependency Features with GLD Block
Interspeech 2022
Improving Visual Speech Enhancement Network by Learning Audio-visual Affinity with Multi-head Attention
Interspeech 2022
Multi-Stage Progressive Speech Enhancement Network
Interspeech 2021