Speech signal enhancement

Some classic speech enhancement algorithms.

Posted by WT on May 18, 2019

Foreword

I chose a course about speech signal processing this semester. So I read some paper on speech enhancement (SE).

The following list shows the algorithms commonly used in SE and the databases.

You can download the codes and the databases here.

Algorithm

Spectral Subtraction algothrim

  • The over-subtraction approach (By Berouti)

  • The multi-band approach (Kamath)

Wiener Filter algothrim

Statistical Model-based algothrim

  • MMSE (Malah)

Subspace algothrim

  • Karnuhen-Loeve Transform (KLT)

Database

Keele Database

Frequency Determination Algorithm