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Xiaohuai Le

3 accepted papers

2025

FAF-Filt: Frequency-aware Fourier Filter for Sound Event Detection

ICASSP 2025accepted

Capturing time-frequency patterns along the frequency axis, is crucial for the precision of sound event detection systems. Frequency dynamic convolution (FDY) and a series of its variants which incorporate frequency-adaptive kernels in standard 2D convolutions, have demonstrated remarkable performan…

Cited by 0SourceScholar
2024

A Light-Weight State Detection Model for Kalman-Filter-Based Acoustic Feedback Cancellation with Rapid Recovery from Abrupt Path Changes

ICASSP 2024accepted

The partitioned block frequency domain Kalman Filter (PBFDKF) has been applied in acoustic feedback cancellation (AFC) due to its fast convergence and low steady-state misalignment. However, in cases where the feedback path experiences abrupt changes, the Kalman filter, once it reaches a steady stat…

Cited by 0SourceScholar
2023

Personalized Speech Enhancement Combining Band-Split RNN and Speaker Attentive Module

ICASSP 2023accepted

Target speaker information can be utilized in speech enhancement (SE) models to more effectively extract the desired speech. Previous works introduce the speaker embedding into speech enhancement models by means of concatenation or affine transformation. In this paper, we propose a speaker attentive…

Cited by 0SourceScholar