pysepm-evo - Python Speech Enhancement Performance Measures (Quality and Intelligibility)

PyPI released version of pysepm. Please note that this package doesn't include the usage pf pesq. To use SRMRpy, type the following:

pip install https://github.com/jfsantos/SRMRpy/archive/master.zip#egg=SRMRpy

Install with pip

Install pysepm-evo:

pip3 install pyseqm-evo

Examples

Please find a Jupyter Notebook with examples for all implemented measures in the examples folder.

Implemented Measures

Speech Quality Measures

• Segmental Signal-to-Noise Ratio (SNRseg)
• Frequency-weighted Segmental SNR (fwSNRseg)
• Log-likelihood Ratio (LLR)
• Weighted Spectral Slope (WSS) implementation by ludlows)
• Composite Objective Speech Quality (composite)
• Cepstrum Distance Objective Speech Quality Measure (CD)

Speech Intelligibility Measures

• Short-time objective intelligibility (STOI), (pystoi implementation by mpariente)
• Coherence and speech intelligibility index (CSII)
• Normalized-covariance measure (NCM)

Dereverberation Measures (TODO)

• Bark spectral distortion (BSD)
• Scale-invariant signal to distortion ratio (SI-SDR)