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Jiayao Sun

3 accepted papers

2023

Multi-Task Sub-Band Network For Deep Residual Echo Suppression

ICASSP 2023accepted

This paper introduces the SWANT team’s entry to the ICASSP 2023 AEC Challenge. We submit a system that cascades a linear filter with a neural post-filter. Particularly, we adopt sub-band processing to handle full-band signals and shape the network with multi-task learning, where dual signal voice ac…

Cited by 0SourceScholar
2022

Multi-Task Deep Residual Echo Suppression with Echo-Aware Loss

ICASSP 2022accepted

This paper introduces the NWPU Team’s entry to the ICASSP 2022 AEC Challenge. We take a hybrid approach that cascades a linear AEC with a neural post-filter. The former is used to deal with the linear echo components while the latter suppresses the residual non-linear echo components. We use gated c…

Cited by 0SourceScholar
2022

S-DCCRN: Super Wide Band DCCRN with Learnable Complex Feature for Speech Enhancement

ICASSP 2022accepted

In speech enhancement, complex neural network has shown promising performance due to their effectiveness in processing complex-valued spectrum. Most of the recent speech enhancement approaches mainly focus on wide-band signal with a sampling rate of 16K Hz. However, research on super wide band (e.g.…

Cited by 0SourceScholar