SpeakerRecognition-based-on-GMM-UBM
所属分类：模式识别(视觉/语音等)
开发工具：matlab
文件大小：652KB
下载次数：0
上传日期：2021-08-29 14:59:10
上 传 者：
sh-1993
说明： 基于GMM-UBM的说话人识别，高斯混合模型，并行计算，神经网络，召回率=90%，精度=92%，TNR=97%
(SpeakerRecognition-based-on-GMM-UBM,Gaussian Mixture Model, parallel computations, NeuralNetworks, recall=90%, precision=92%, TNR=97%)
文件列表:
BuildBlocks.m (377, 2021-08-29)
CalcData.m (1989, 2021-08-29)
CalcDataFmnt.m (3665, 2021-08-29)
CalcDataUBM.m (1045, 2021-08-29)
CalcDataUBM_formant.m (1108, 2021-08-29)
CalcFormants.m (1012, 2021-08-29)
CalcGMM.m (462, 2021-08-29)
CalcGMMap.m (589, 2021-08-29)
CalcGMMapFmnt.m (612, 2021-08-29)
CalcTestData.m (179, 2021-08-29)
ChanDEV.m (1449, 2021-08-29)
CmprData.m (3262, 2021-08-29)
CmprFmnt.m (3267, 2021-08-29)
CmprGMM.m (7406, 2021-08-29)
CmprGMMFmnt.m (4487, 2021-08-29)
Contents.m (14282, 2021-08-29)
CreateUBM.m (1754, 2021-08-29)
EstimateGMM.m (1476, 2021-08-29)
Finder_testS.m (7770, 2021-08-29)
GUItest.m (9483, 2021-08-29)
GUIubm.m (7435, 2021-08-29)
GetFileList.m (891, 2021-08-29)
GetFormantsByRoots.m (410, 2021-08-29)
GetFormantsBySpectreMax.m (502, 2021-08-29)
GetFrameFormants.m (869, 2021-08-29)
GetFrames.m (2331, 2021-08-29)
GetFrmLst.m (1823, 2021-08-29)
GetTrainGMM.m (548, 2021-08-29)
GetValidXLS.m (3650, 2021-08-29)
LoadResults.m (77, 2021-08-29)
MainProg.m (808, 2021-08-29)
MatlabUBM.m (1101, 2021-08-29)
NN_test_VAD.m (1575, 2021-08-29)
NN_train_VAD.m (4237, 2021-08-29)
NN_train_VAD_RNN.m (2141, 2021-08-29)
NN_train_VADst.m (2224, 2021-08-29)
PCM_test.m (473, 2021-08-29)
ReadSSN.m (1996, 2021-08-29)
... ...
# SpeakerRecognition-based-on-GMM-UBM
Gaussian Mixture Model, parallel computations, NeuralNetworks, recall=90%, precision=92%, TNR=97%
Main m-file is MainProg.m
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