Utilities

Function utilities

Most of the feature transformation in nnmnkwii.preprocessing module is 2d functions f: (T, D) -> (T, D'). The following utilities can be used for extending 2d functions to 3d by applying 2d function to each 2d slice.

apply_each2d_padded(func2d, X, lengths, …)	Apply function for each padded 2d slice.
apply_each2d_trim(func2d, X, *args, **kwargs)	Apply function for each trimmed 2d slice.

Files

Part of files were taken from CMU ARCTIC dataset. Example quetsion file was taken from Merlin.

example_label_file([phone_level])	Get path of example HTS-style full-context lable file.
example_audio_file()	Get path of audio file.
example_question_file()	Get path of example question file.
example_file_data_sources_for_duration_model()	Get file data sources for duration model training.
example_file_data_sources_for_acoustic_model()	Get file data sources for acoustic model training

Linear algebra

cholesky_inv(L[, lower])	Compute inverse matrix of real symmetric positive definite matrix using choleskey factorization.
cholesky_inv_banded(L[, width])