| 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: "common_voice_11_0_processed" | |
| origin_dataset_loader: | |
| (): preprocess_dataset.dataset_loaders.HuggingfaceHubLoader | |
| dataset_repo_id: "mozilla-foundation/common_voice_11_0" | |
| config_name: "fr" | |
| 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: {"user": "-".join([batch["accent"], batch["gender"], batch["age"]]), | |
| "taxonomy": "common_voice", | |
| "taxonomy_large": "common_voice"}' | |
| - (): 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 | |
| - (): preprocess_dataset.dataset_processors.audio_preprocessors.ForceResampling |