expectation-maximization / vad-1

Voice Activity Detector

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

vad

This is a straight-forward re-implementation of Bowon Lee’s Voice Activity Detector. The relevant paper to cite is: Bowon Lee and Mark Hasegawa-Johnson, “Minimum Mean-squared Error A Posteriori Estimation of High Variance Vehicular Noise”. Please cite that paper when using this code for research purposes.

Usage

>>> from vad import VAD
>>> detector = VAD(fs=16000)
>>> speech = detector.detect_speech(sig, threshold=0.5)

Requirements

  • python>=2.7 / python>=3.0
  • numpy>=1.8.0
  • scipy>=0.14.0

About

Voice Activity Detector

License:Other


Languages

Language:Python 100.0%