|
logging: !import logging.yml |
|
licit_chars: !import:licit_french_chars_no_spelling utils/lists_dicts_etc/licit_characters.yml |
|
mappings: !import:taxonomy_to_large_taxonomy utils/lists_dicts_etc/taxonomy_mappings.yml |
|
regex_to_replace: !import:default_regex_to_replace utils/lists_dicts_etc/regexes_to_replace.yml |
|
chars_to_ignore: !import:default_char_to_ignore_no_dash utils/lists_dicts_etc/characters_to_ignore.yml |
|
|
|
dataset: |
|
(): preprocess_dataset.my_datasets.ProcessedDataset |
|
name: "multilingual_librispeech_fr_processed" |
|
origin_dataset_loader: |
|
(): preprocess_dataset.dataset_loaders.HuggingfaceHubLoader |
|
dataset_repo_id: "facebook/multilingual_librispeech" |
|
config_name: "french" |
|
dataset_savers: |
|
- (): preprocess_dataset.dataset_savers.SaveToHuggingFaceHub |
|
processing_chain: |
|
(): preprocess_dataset.dataset_processors.ProcessingChain |
|
processors: |
|
- (): preprocess_dataset.dataset_processors.dataset_shape_preprocessors.mergers.ConcatenateTwoSplits |
|
first_split: "train" |
|
other_split: "validation" |
|
- (): preprocess_dataset.dataset_processors.dataset_shape_preprocessors.removers.SplitsToKeep |
|
splits_to_keep: ["train", "test"] |
|
- (): preprocess_dataset.dataset_processors.misc_preprocessors.Shuffle |
|
- (): preprocess_dataset.dataset_processors.misc_preprocessors.LambdaMap |
|
lambda_func_str: 'lambda batch: { |
|
"taxonomy": "librispeech", |
|
"taxonomy_large": "librispeech"}' |
|
- (): preprocess_dataset.dataset_processors.dataset_shape_preprocessors.filters.Filter |
|
print_report: true |
|
filter: |
|
|
|
(): preprocess_dataset.dataset_processors.dataset_shape_preprocessors.filters.FilterColumnStartWith |
|
column_name: "id" |
|
values_to_remove: ['10032_9061', '10058_9061', '10065_9061', '10082_9061', '11772_12174', '123_2301', '123_4904', '123_5177', '123_5565', '123_9061', '12823_13638', '1590_1356', '1590_2232', '177_149', '1989_5177', '204_4904', '2544_5177', '2587_4904', '2596_3135', '2607_4904', '2825_5565', '28_149', '30_149', '3595_4904', '3698_4904', '3698_5177', '3698_5565', '4018_5565', '5232_4904', '5232_5203', '5232_5565', '5595_5177', '5612_4904', '5840_4904', '6318_5203', '6318_5565', '6362_5471', '7032_5203', '707_1167', '7423_9061', '8778_9061', '9242_9061', '9804_9061', '9854_9061', '123_4624'] |
|
- (): preprocess_dataset.dataset_processors.misc_preprocessors.RenameColumn |
|
origin_column_name: 'id' |
|
target_column_name: 'path' |
|
- (): preprocess_dataset.dataset_processors.misc_preprocessors.RenameColumn |
|
origin_column_name: 'text' |
|
target_column_name: 'sentence' |
|
- (): preprocess_dataset.dataset_processors.dataset_shape_preprocessors.removers.ColumnsToKeep |
|
columns_to_keep: ["sentence", "audio", "path", "taxonomy", "taxonomy_large"] |
|
- (): preprocess_dataset.dataset_processors.dataset_shape_preprocessors.duplicators.DuplicateColumn |
|
origin_column_name: "sentence" |
|
new_column_name: "sentence_processed" |
|
- (): preprocess_dataset.dataset_processors.text_preprocessors.TextPreProcessingChain |
|
column: "sentence_processed" |
|
processors: |
|
- (): preprocess_dataset.dataset_processors.text_preprocessors.preprocessors.Normalize |
|
- (): preprocess_dataset.dataset_processors.text_preprocessors.preprocessors.ReplaceRegexProcessor |
|
regex_to_replace: !cfg regex_to_replace |
|
- (): preprocess_dataset.dataset_processors.text_preprocessors.preprocessors.RemoveSpecialCharsProcessor |
|
chars_to_ignore: !cfg chars_to_ignore |
|
- (): preprocess_dataset.dataset_processors.text_preprocessors.preprocessors.LowerCaseProcessor |
|
do_not_lowercase_spellings: false |
|
- (): preprocess_dataset.dataset_processors.dataset_shape_preprocessors.filters.Filter |
|
print_report: true |
|
filter: |
|
(): preprocess_dataset.dataset_processors.dataset_shape_preprocessors.filters.LicitCharactersFilter |
|
licit_chars: !cfg licit_chars |
|
column_name: "sentence_processed" |
|
- (): preprocess_dataset.dataset_processors.audio_preprocessors.CastAudioColumn |
|
|
|
|
