Voiceprint identification, also known as speaker recognition, major open source tools are:
1.MSR Identity Toolkit, Microsoft's open source toolbox, MATLAB version contains GMM-UBM and I-vector of the demo, easy to use. download link
2.Alize, including GMM-UBM, I-vector and JFA three traditional methods, C ++ version, easy to use.
3.kaldi, is very important and popular voice recognition kit also includes a voiceprint recognition: covering the mainstream of voiceprint recognition algorithm (I-vector, x-vector, etc.), scripting language, easy to use.
4.sidekit, Python Toolkit