Author

Zi-Qian Wang

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Preprint Sep 2026

DualSpecSE: A Dual-Path Speech Enhancement Network Integrating Mel and Complex Spectrograms

A speech enhancement framework that jointly models Mel-spectrogram and complex spectrogram in a dual-path architecture for improved ASR performance and higher-quality speech reconstruction, and demonstrates consistent improvements in speech fidelity, perceptual quality, and ASR performance.

Xing-Chen Li, Zi-Qian Wang, Zi-Kai Liu et al. · 0 citations