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Miao Sun

5 accepted papers

2025

A Lightweight and Real-Time Binaural Speech Enhancement Model with Spatial Cues Preservation

ICASSP 2025accepted

Binaural speech enhancement (BSE) aims to jointly improve the speech quality and intelligibility of noisy signals received by hearing devices and preserve the spatial cues of the target for natural listening. Existing methods often suffer from the compromise between noise reduction (NR) capacity and…

Cited by 0SourceScholar
2025

Learning-Based Utility Estimation with Application to Speech Enhancement of a Moving Speaker

ICASSP 2025accepted

Wireless acoustic sensor network (WASN) has become a useful platform for monitoring acoustic scenes and sound acquisition. It is likely that many acoustic devices have a marginal impact on performance, which facilitates a necessity of optimizing the tradeoff between performance and computational loa…

Cited by 0SourceScholar
2024

LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection

ICLR 2024poster

Due to highly constrained computing power and memory, deploying 3D lidar-based detectors on edge devices equipped in autonomous vehicles and robots poses a crucial challenge. Being a convenient and straightforward model compression approach, Post-Training Quantization (PTQ) has been widely adopted i…

2023

Estimation of Cardiac Fibre Direction Based on Activation Maps

ICASSP 2023accepted

Estimating tissue conductivity parameters from electrograms (EGMs) could be an important tool for diagnosing and treating heart rhythm disorders such as atrial fibrillation (AF). One of these parameters is the fibre direction, often assumed to be known in conductivity estimation methods. In this pap…

Cited by 0SourceScholar
2019

Visual Guidance and Automatic Control for Robotic Personalized Stent Graft Manufacturing

ICRA 2019poster

Personalized stent graft is designed to treat Abdominal Aortic Aneurysms (AAA). Due to the individual difference in arterial structures, stent graft has to be custom made for each AAA patient. Robotic platforms for autonomous personalized stent graft manufacturing have been proposed in recently whic…

Cited by 1SourceScholar