# Spectral features DEFAULT_SPECTRAL_FEATURES = [ 'spectral_centroid', 'spectral_bandwidth', 'spectral_contrast', 'spectral_flatness', 'spectral_rolloff', 'zero_crossing_rate', 'mfccs', 'chroma_stft', 'spectral_flux' ] ALL_SPECTRAL_FEATURES = [ 'spectral_centroid', 'spectral_bandwidth', 'spectral_contrast', 'spectral_flatness', 'spectral_rolloff', 'zero_crossing_rate', 'mfccs', 'chroma_stft', 'spectral_flux' ] # Prosodic features DEFAULT_PROSODIC_FEATURES = ['f0', 'energy', 'speaking_rate', 'pauses', 'formants'] ALL_PROSODIC_FEATURES = ['f0', 'energy', 'speaking_rate', 'pauses', 'formants'] # Voice Quality Features DEFAULT_VOICE_QUALITY_FEATURES = [ 'jitter', 'shimmer', 'hnr', 'speech_rate' ] ALL_VOICE_QUALITY_FEATURES = [ 'jitter_local', 'jitter_rap', 'jitter_ppq5', 'shimmer_local', 'shimmer_apq3', 'shimmer_apq5', 'shimmer_dda', 'hnr', 'voicedcount', 'npause', 'intensity_duration', 'speakingrate', 'articulationrate', 'asd', 'totalpauseduration' ] # Default features to extract DEFAULT_FEATURES = { 'spectral': DEFAULT_SPECTRAL_FEATURES, 'prosodic': DEFAULT_PROSODIC_FEATURES, 'voice_quality': DEFAULT_VOICE_QUALITY_FEATURES } # All features to extract ALL_FEATURES = { 'spectral': ALL_SPECTRAL_FEATURES, 'prosodic': ALL_PROSODIC_FEATURES, 'voice_quality': ALL_VOICE_QUALITY_FEATURES }