VowelClass

VowelClass(self, label='', vowel_measurements=lambda: []())

A class used to represent a vowel class.

Intended Usage

VowelClass subclasses collections.abc.Sequence, so it is indexable. While it can be created on its own, it is best to leave this up to either VowelClassCollection or SpeakerCollection.

vowel_measurements = [VowelMeasurement(t) for t in fasttrack_tracks]
vowel_class = VowelClass("ay", vowel_measurements)

Parameters

Name	Type	Description	Default
label	str	The vowel class label	''
vowel_measurements	list[VowelMeasurement]	A list of VowelMeasurements	lambda: []()

Attributes

Name	Type	Description
label	str	label of the vowel class
tracks	list	A list of VowelMeasurements
vowel_system	VowelClassCollection	The containing vowel system
winners	list[OneTrack]	A list of winner OneTracks from the vowel class
winner_param	NDArray[Shape[Param, Formant, N], Float]	An np.array of winner DCT parameters from the vowel class
winner_param_mean	NDArray[Shape[ParamFormant, 1], Float]	Mean of winner DCT parameters
winner_param_cov	NDArray[Shape[ParamFormant, ParamFormant], Float]	Covariance of winner DCT parameters
winner_param_icov	NDArray[Shape[ParamFormant, ParamFormant], Float]	Inverse covariance of winner DCT parameters

Methods

Name	Description
to_param_df	Return DataFrame of formant DCT parameters.
to_point_df	Return a DataFrame of point measurements
to_tracks_df	Return DataFrame of formanttracks.

to_param_df

VowelClass.to_param_df(output='log_param')

Return DataFrame of formant DCT parameters.

Returns

Type	Description
pl.DataFrame	A DataFrame of formant DCT parameters

to_point_df

VowelClass.to_point_df()

Return a DataFrame of point measurements

Returns

Type	Description
pl.DataFrame	A DataFrame of vowel point measures.

to_tracks_df

VowelClass.to_tracks_df()

Return DataFrame of formanttracks.

Returns

Type	Description
pl.DataFrame	A DataFrame of formant tracks