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Huiyu Zhang

2 accepted papers

2025

Attention Weighting and Conditional Entropy-driven Quantization Loss for Neural Audio Codecs

ICASSP 2025accepted

Existing end-to-end neural codecs have made great progress in preserving audio quality. Despite their success, they still face challenges in achieving accurate and efficient quantization. Specifically, these codecs often overlook which features have a greater impact on perceptual audio quality durin…

Cited by 0SourceScholar
2019

Kullback-Leibler Divergence Frequency Warping Scale for Acoustic Scene Classification Using Convolutional Neural Network

ICASSP 2019accepted

Most of current best performing Acoustic Scene Classification (ASC) systems utilize Mel scale spectrograms with Convolutional Neural Networks (CNNs). Mel scale is a common way to suit frequency warping of human ears, with strict decreasing frequency resolution on low to high frequency range. However…

Cited by 0SourceScholar