HGCN: Harmonic Gated Compensation Network For Speech Enhancement

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Deep LearningHGCN
Overview

HGCN

The official repo of "HGCN: Harmonic Gated Compensation Network For Speech Enhancement", which was accepted at ICASSP2022.

How to use

step1: Calculate and test the harmonic integral matrix

cd harmonic_intefral
python make_integral_matrix.py
# Integral matrix (harmonic_integrate_matrix.npy, U in our paper) and harmonic locations (harmonic_loc.npy, Harmonic locations corresponding to each candidate pitch) will be generated in the dir.

step2: Prepare the label of speech energy detector

cd speech_energy_detector_label
python mean_threshold.py
Owner
ScorpioMiku
ScorpioMiku
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