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All features extracted using OpenSmile Compare2016 set.
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The feature names and names in relation to speech
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- 'pcm_RMSenergy_sma_lpc1': 'Volume Stability',
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- 'pcm_RMSenergy_sma_quartile1': 'Quieter Volume Level',
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- 'pcm_RMSenergy_sma_quartile2': 'Median Volume Level',
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- 'pcm_RMSenergy_sma_maxPos': 'Maximum Volume Point',
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- 'pcm_RMSenergy_sma_range': 'Volume Range',
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- 'F0final_sma_de_iqr1-2': 'Pitch Variation Low-Mid',
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- 'F0final_sma_de_flatness': 'Pitch Flatness',
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- 'F0final_sma_range': 'Pitch Range',
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- 'F0final_sma_amean': 'Average Pitch',
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- 'jitterLocal_sma_minPos': 'Minimum Pitch Vibration',
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- 'jitterLocal_sma_de_percentile99.0': 'High Pitch Vibration',
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- 'jitterLocal_sma_range': 'Pitch Vibration Range',
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- 'shimmerLocal_sma_qregc3': 'Voice Volume Variation',
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- 'shimmerLocal_sma_de_percentile1.0': 'Low Volume Variation',
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- 'pcm_fftMag_spectralFlux_sma_risetime': 'Tone Change Speed',
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- 'pcm_fftMag_spectralRollOff75.0_sma_upleveltime90': 'Loud Tone Duration',
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- 'pcm_fftMag_spectralRollOff50.0_sma_minRangeRel': 'Mid-range Tone Variation',
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- 'pcm_fftMag_spectralRollOff25.0_sma_de_upleveltime90': 'Soft Tone Duration'
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- 'pcm_fftMag_spectralVariance_sma_stddev': 'Tone Quality Variation',
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- 'pcm_fftMag_spectralRollOff90.0_sma_maxSegLen': 'Loud Tone Stretch'
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