Chengshi Zheng
21 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (32)
🧬
Topic Evolution
🏆
Keyword Champion
(2)
🤝
Dynamic Duo
(17)
🔬
Deep Specialist
(12)
🗃️
Keyword Collector
(96)
❓
The Questioner
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Speech & Audio
(14)
Synthesis
(14)
Deep Learning
(12)
Machine Learning
(10)
Architectures
(6)
Optimization & Theory
(6)
Core Methods
(5)
Models
(5)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Computer Vision
(2)
Mathematics & Optimization
(2)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Keywords
speech enhancement
(8)
neural vocoder
(4)
neural network
(3)
audio generation
(3)
computational complexity
(2)
lip-to-speech synthesis
(2)
complex spectrum
(2)
deep learning
(2)
acoustic echo cancellation
(2)
speech quality
(2)
phase estimation
(2)
residual echo suppression
(2)
monaural speech
(2)
deep neural network
(2)
microphone array
(2)
neural beamformer
(2)
generative adversarial network
(2)
taylor approximation
(2)
state space model
(1)
adaptive filtering
(1)
Papers
DegVoC: Revisiting Neural Vocoder from a Degradation Perspective
AAAI 2026
GOMPSNR: Reflourish the Signal-to-Noise Ratio Metric for Audio Generation Tasks
AAAI 2026
SLD-L2S: Hierarchical Subspace Latent Diffusion for High-Fidelity Lip to Speech Synthesis
AAAI 2026
BridgeVoC: Neural Vocoder with Schrödinger Bridge
IJCAI 2025
BSDB-Net: Band-Split Dual-Branch Network with Selective State Spaces Mechanism for Monaural Speech Enhancement
AAAI 2025
L3C-DeepMFC: Low-Latency Low-Complexity Deep Marginal Feedback Cancellation with Closed-Loop Fine Tuning for Hearing Aids
Interspeech 2025
Learning Neural Vocoder from Range-Null Space Decomposition
IJCAI 2025
LightL2S: Ultra-Low Complexity Lip-to-Speech Synthesis for Multi-Speaker Scenarios
Interspeech 2025
Scaling beyond Denoising: Submitted System and Findings in URGENT Challenge 2025
Interspeech 2025
Low-complexity Broadband Beampattern Synthesis using Array Response Control
Interspeech 2023
TaylorBeamixer: Learning Taylor-Inspired All-Neural Multi-Channel Speech Enhancement from Beam-Space Dictionary Perspective
Interspeech 2023
A deep complex multi-frame filtering network for stereophonic acoustic echo cancellation
Interspeech 2022
Bifurcation and Reunion: A Loss-Guided Two-Stage Approach for Monaural Speech Dereverberation
Interspeech 2022
Fully Automatic Balance between Directivity Factor and White Noise Gain for Large-scale Microphone Arrays in Diffuse Noise Fields
Interspeech 2022
TaylorBeamformer: Learning All-Neural Beamformer for Multi-Channel Speech Enhancement from Taylor’s Approximation Theory
Interspeech 2022
Taylor, Can You Hear Me Now? A Taylor-Unfolding Framework for Monaural Speech Enhancement
IJCAI 2022
TMGAN-PLC: Audio Packet Loss Concealment using Temporal Memory Generative Adversarial Network
Interspeech 2022
Acoustic Echo Cancellation Using Deep Complex Neural Network with Nonlinear Magnitude Compression and Phase Information
Interspeech 2021
A Simultaneous Denoising and Dereverberation Framework with Target Decoupling
Interspeech 2021
Know Your Enemy, Know Yourself: A Unified Two-Stage Framework for Speech Enhancement
Interspeech 2021
A Recursive Network with Dynamic Attention for Monaural Speech Enhancement
Interspeech 2020