IS09_emotion

IS09_emotion.confからは、次のファイルがインクルードされます。

  • IS09_emotion_core.lld.conf.inc
  • IS09_emotion_core.func.conf.inc
  • shared/standard_wave_input.conf.inc
  • shared/standard_data_output.conf.inc

追加のオプション

オプション 機能 既定値
-output (-O) name of WEKA Arff output file, set to a valid filename to enable this output sink ?
-lldarffoutput name of WEKA Arff output file, set to a valid filename to enable this output sink ?
-lldcsvoutput (-D) output csv file for LLD, disabled by default ?, only written if filename given ?
-lldhtkoutput output HTK binary file for LLD, disabled by default ?, only written if filename given ?
-csvoutput output CSV file for summarised parameters, set to a valid filename to enable this output sink, data is appended if file exists ?
-htkoutput output HTK file for summarised parameters, set to a valid filename to enable this output sink, no append by default, use -appendstatichtk option to enable ?
-instname (-N) 出力の最初の項目の値。普通は入力ファイル名を指定する unknown
-appendcsvlld set to 1 to append to the LLD output csv file, default is not to append 0
-appendhtklld set to 1 to append to the LLD output htk file, default is not to append 0
-appendarfflld set to 0 to disable appending to an existing arff parameter summary file, given by the arffoutput option 1
-appendarff set to 0 to disable appending to an existing arff parameter summary file, given by the arffoutput option 1
-appendhtk set to 1 to enable appending to an existing HTK parameter summary file, given by the htkoutput option] 0
-timestampcsvlld set to 0 to suppress timestamp column, default is 1, i.e. to show timestamp in second column 1
-headercsvlld set to 0 to suppress header line with feature names, default is 1, i.e. to show header line 1
-timestamparfflld set to 0 to suppress timestamp column, default is 1, i.e. to show timestamp in second column 1
-relation arff relation attribute, feature set name and/or corpus name openSMILE_features
-lldarfftargetsfile name of arff targets include file arff_targets.conf.inc
-timestamparff set to 1 to include timestamp column, default is 0, i.e. to not save timestamp in second column 0
-frameTimeAdd frame time offset -start of segment in seconds- used by avec2013 0
-relation arff relation attribute, feature set name and/or corpus name openSMILE_features
-arfftargetsfile name of arff targets include file arff_targets.conf.inc
-appendcsv set to 0 to disable appending to an existing csv parameter summary file, given by the csvoutput option 1
-timestampcsv set to 0 to suppress timestamp column, default is 1, i.e. to show timestamp in second column 1
-headercsv set to 0 to suppress header line with feature names, default is 1, i.e. to show header line 1
shared/standard_data_output.conf.inc

音響の特徴

@relation openSMILE_features

@attribute pcm_RMSenergy_sma_max numeric
@attribute pcm_RMSenergy_sma_min numeric
︙
属性名
sma ※1 sma_de (differential)    
pcm_RMSenergy_sma_* pcm_RMSenergy_sma_de_* RMS Energy
(root-mean-square frame energy)
エネルギーの2乗平均平方根
pcm_fftMag_mfcc_sma[1]-[12]_* pcm_fftMag_mfcc_sma_de[1]-[12]_* MFCC 1-12
(mel-frequency cepstral coefficients 1-12)
1~12次のメル周波数ケプストラム係数
pcm_zcr_sma_* pcm_zcr_sma_de_* ZCR
(zero-crossing rate)
ゼロ交差率
voiceProb_sma_* voiceProb_sma_de_* voiceProb
(voicing probability)
声である確率?
F0_sma_* F0_sma_de_* F0
(fundamental frequency)
基本周波数
    HNR
(harmonics-to-noise ratio)
高調波と雑音の比
※1 ウィンドウ幅3の移動平均フィルタ 3. Acoustic Features - The INTERSPEECH 2009 Emotion Challenge
属性名の接尾辞
   
max コンターの最大値
min コンターの最小値
range コンターの最大値と最小値の差
maxPos フレームにおける最大値の絶対位置
minPos フレームにおける最小値の絶対位置
amean コンターの算術平均
linregc1 コンターの線形近似の勾配
linregc2 コンターの線形近似のオフセット
linregerrQ 線形近似と実際のコンターから算出された2乗誤差
stddev コンターの値の標準偏差
skewness 歪度(わいど) (3次モーメント)
kurtosis 尖度(せんど) (4次モーメント)
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