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Chuanzeng Huang

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
2023

Exploring Universal Singing Speech Language Identification Using Self-Supervised Learning Based Front-End Features

ICASSP 2023accepted

Despite the great performance of language identification (LID), there is a lack of large-scale singing LID databases to support the research of singing language identification (SLID). This paper proposed a over 3200 hours dataset used for singing language identification, called Slingua. As the basel…

Cited by 0SourceScholar
2023

Pretraining Conformer with ASR for Speaker Verification

ICASSP 2023accepted

This paper proposes to pretrain Conformer with automatic speech recognition (ASR) task for speaker verification. Conformer combines convolution neural network (CNN) and Transformer model for modeling local and global features, respectively. Recently, multi-scale feature aggregation Conformer (MFA-Co…

Cited by 23SourceScholar