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20182026
most citedEnd-to-End Model for Speech Enhancement by Consistent Spectrogram Masking

5 citations · 9 across the 8 of their papers we have counts for

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5 papers · 1 filter

cs.SD2025

Online neural fusion of distortionless differential beamformers for robust speech enhancement

Yuanhang Qian, Kunlong Zhao, Jilu Jin +4

Fixed beamforming is widely used in practice since it does not depend on the estimation of noise statistics and provides relatively stable performance. However, a single beamformer…

cs.SD2024

Independent low-rank matrix analysis based on the Sinkhorn divergence source model for blind source separation

Jianyu Wang, Shanzheng Guan, Jingdong Chen +1

The so-called independent low-rank matrix analysis (ILRMA) has demonstrated a great potential for dealing with the problem of determined blind source separation (BSS) for audio and…

cs.SD2023

An Anchor-Point Based Image-Model for Room Impulse Response Simulation with Directional Source Radiation and Sensor Directivity Patterns

Chao Pan, Lei Zhang, Yilong Lu +4

The image model method has been widely used to simulate room impulse responses and the endeavor to adapt this method to different applications has also piqued great interest over t…

cs.SD2021

AISHELL-4: An Open Source Dataset for Speech Enhancement, Separation, Recognition and Speaker Diarization in Conference Scenario

Yihui Fu, Luyao Cheng, Shubo Lv +10

In this paper, we present AISHELL-4, a sizable real-recorded Mandarin speech dataset collected by 8-channel circular microphone array for speech processing in conference scenario.…

cs.SD20195 cited

End-to-End Model for Speech Enhancement by Consistent Spectrogram Masking

Xingjian Du, Mengyao Zhu, Xuan Shi +3

Recently, phase processing is attracting increasinginterest in speech enhancement community. Some researchersintegrate phase estimations module into speech enhancementmodels by usi…