ML_Speaker_Characteristics:通过用户的声音和说话方式对用户的人际特征进行预测建模
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2021-05-14
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ML_Speaker_Characteristics:通过用户的声音和说话方式对用户的人际特征进行预测建模 （205个子文件） 
my_publications.bib 16KB eGeMAPSv01a_semispontaneous_splitted.csv 4.36MB feats_ratings_scores_train.csv 4.21MB feats_ratings_scores_train.csv 2.75MB female_200.csv 1.52MB feats_ratings_scores_test.csv 1.39MB male_200.csv 1.1MB feats_ratings_scores_test.csv 931KB female_100.csv 785KB male_100.csv 568KB cls_test_distortionsdegradations_RandomForestClassifier_d5d6d7d8.csv 345KB cls_test_distortionsdegradations_KNeighborsClassifier_d5d6d7d8.csv 345KB cls_test_distortionsdegradations_SVCrbf_d5d6d7d8.csv 345KB cls_test_distortionsdegradations_LogisticRegression_d5d6d7d8.csv 345KB cls_test_distortionsdegradations_DummyClassifier_d5d6d7d8.csv 344KB female_ivffnn_similarity_named.csv 304KB female_ivcds_similarity_named.csv 234KB DecisionTreeClassifier_tuning.csv 156KB male_ivffnn_similarity_named.csv 140KB ratings_SC_means.csv 137KB male_ivcds_similarity_named.csv 123KB SVCpoly_tuning.csv 84KB ratings_SC_medians.csv 53KB tuning_all_.csv 37KB KNeighborsRegressor_non_likable_tuning.csv 30KB tuning_all_non_likable.csv 26KB SVClinear_tuning.csv 20KB tuning_all_d5d6d7d8.csv 14KB classes_train.csv 12KB tuning_all_multioutput_34items.csv 10KB tuning_all_multioutput_5traits.csv 10KB tuning_all_warmth.csv 10KB RandomForestRegressor_multioutput_WAAT_tuning.csv 9KB RandomForestRegressor_multioutput_5traits_tuning.csv 9KB RandomForestRegressor_multioutput_34items_tuning.csv 9KB RandomForestRegressor_multioutput_7warmthitems_tuning.csv 9KB KNeighborsClassifier_tuning.csv 9KB SVCrbf_tuning.csv 8KB tuning_all_multioutput_WAAT.csv 8KB RandomForestRegressor_warmth_tuning.csv 7KB DecisionTreeRegressor_non_likable_tuning.csv 7KB RandomForestRegressor_non_likable_tuning.csv 7KB tuning_all_multioutput_7warmthitems.csv 7KB LinearRegression_non_likable_tuning.csv 6KB ElasticNet_non_likable_tuning.csv 6KB RandomForestClassifier_tuning.csv 6KB KerasRegressor_warmth_tuning.csv 5KB LogisticRegression_tuning.csv 5KB DecisionTreeRegressor_multioutput_34items_tuning.csv 4KB DecisionTreeRegressor_multioutput_7warmthitems_tuning.csv 4KB classes_test.csv 4KB tuning_all_MLP_warmth.csv 4KB KNeighborsRegressor_warmth_tuning.csv 3KB SVRrbf_confidence_tuning.csv 3KB SVRrbf_compliance_tuning.csv 3KB SVRrbf_warmth_tuning.csv 3KB SVRrbf_maturity_tuning.csv 3KB SVRrbf_attractiveness_tuning.csv 3KB feats_names.csv 3KB feats_names.csv 3KB KNeighborsClassifier_clean_tuning.csv 2KB speakerIDs_cls_WAAT_all.csv 2KB DecisionTreeRegressor_multioutput_5traits_tuning.csv 2KB SVCsigmoid_tuning.csv 1KB speakerIDs_cls_WAAT_train.csv 1KB GaussianNB_tuning.csv 1KB SVRlinear_non_likable_tuning.csv 1KB SVClinear_non_likable_tuning.csv 1KB DecisionTreeRegressor_multioutput_WAAT_tuning.csv 1KB dist_mapping.csv 888B SVRrbf_non_likable_tuning.csv 793B ElasticNet_tuning.csv 715B SVRsigmoid_non_likable_tuning.csv 512B speakerIDs_cls_WAAT_test.csv 493B traits_names.csv 396B .gitignore 941B 02_evaluating_classification_WAAT.ipynb 2.22MB 04_classification_degraded_speech_WAAT.ipynb 1.81MB 04_regression_multioutput_5traits.ipynb 518KB 01_regression_nonlikable.ipynb 344KB 02_regression_warmth.ipynb 178KB 01_exploratory_analysis.ipynb 165KB 06_regression_multioutput_34items.ipynb 100KB 02_prepare_data_for_cls_reg.ipynb 31KB 07_regression_multioutput_7warmthitems.ipynb 30KB 03_evaluating_classification_multilabel.ipynb 23KB 03_regression_single_traits.ipynb 13KB 05_regression_MLP_warmth.ipynb 12KB significance_tests_channels.md 14KB README.md 8KB Readme.md 6KB Readme.md 2KB readme.md 2KB readme.md 1KB Readme.md 969B X_multioutput_7warmthitems.npy 1.81MB X_multioutput_WAAT.npy 1.81MB X_multioutput_34items.npy 1.81MB X_warmth.npy 1.81MB X_non_likable.npy 1.81MB共 205 条
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