Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W _ __getitem__() (sign_language_translator.vision.Landmarks method) (sign_language_translator.vision.landmarks.Landmarks method) (sign_language_translator.vision.landmarks.landmarks.Landmarks method) (sign_language_translator.vision.Video method) (sign_language_translator.vision.video.Video method) (sign_language_translator.vision.video.video.Video method) __iter__() (sign_language_translator.vision.Landmarks method) (sign_language_translator.vision.landmarks.Landmarks method) (sign_language_translator.vision.landmarks.landmarks.Landmarks method) (sign_language_translator.vision.Video method) (sign_language_translator.vision.video.Video method) (sign_language_translator.vision.video.video.Video method) __next__() (sign_language_translator.vision.Landmarks method) (sign_language_translator.vision.landmarks.Landmarks method) (sign_language_translator.vision.landmarks.landmarks.Landmarks method) (sign_language_translator.vision.Video method) (sign_language_translator.vision.video.Video method) (sign_language_translator.vision.video.video.Video method) _frames_cache (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames attribute) _height (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames attribute) _make_equal_weight_sign_dict() (sign_language_translator.languages.sign.sign_language.SignLanguage method) (sign_language_translator.languages.sign.SignLanguage method) (sign_language_translator.languages.SignLanguage method) _max_cache_len (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames attribute) _n_channels (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames attribute) _width (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames attribute) A abs() (sign_language_translator.utils.ArrayOps static method) (sign_language_translator.utils.arrays.ArrayOps static method) ACRONYM (sign_language_translator.languages.text.Tags attribute) (sign_language_translator.text.tagger.Tags attribute) (sign_language_translator.text.Tags attribute) ACRONYM_PERIODS (sign_language_translator.languages.text.Hindi attribute) (sign_language_translator.languages.text.hindi.Hindi attribute) adjust_vector_angle() (in module sign_language_translator.utils) (in module sign_language_translator.utils.arrays) align_vectors() (in module sign_language_translator.utils) (in module sign_language_translator.utils.arrays) ALLOWED_CHARACTERS (sign_language_translator.languages.text.Hindi attribute) (sign_language_translator.languages.text.hindi.Hindi attribute) (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) allowed_characters() (sign_language_translator.languages.text.english.English class method) (sign_language_translator.languages.text.Hindi class method) (sign_language_translator.languages.text.hindi.Hindi class method) (sign_language_translator.languages.text.text_language.TextLanguage class method) (sign_language_translator.languages.text.TextLanguage class method) (sign_language_translator.languages.text.Urdu class method) (sign_language_translator.languages.text.urdu.Urdu class method) (sign_language_translator.languages.TextLanguage class method) AMBIGUOUS (sign_language_translator.languages.text.Tags attribute) (sign_language_translator.text.tagger.Tags attribute) (sign_language_translator.text.Tags attribute) append() (sign_language_translator.vision.Video method), [1] (sign_language_translator.vision.video.Video method), [1] (sign_language_translator.vision.video.video.Video method), [1] apply() (sign_language_translator.languages.sign.CharacterByCharacterMappingRule method) (sign_language_translator.languages.sign.DirectMappingRule method) (sign_language_translator.languages.sign.LambdaMappingRule method) (sign_language_translator.languages.sign.mapping_rules.CharacterByCharacterMappingRule method) (sign_language_translator.languages.sign.mapping_rules.DirectMappingRule method) (sign_language_translator.languages.sign.mapping_rules.LambdaMappingRule method) (sign_language_translator.languages.sign.mapping_rules.MappingRule method) (sign_language_translator.languages.sign.MappingRule method) Archive (class in sign_language_translator.utils) (class in sign_language_translator.utils.archive) ArrayOps (class in sign_language_translator.utils) (class in sign_language_translator.utils.arrays) asset_regex_to_urls_file (sign_language_translator.config.Assets attribute), [1] (sign_language_translator.config.assets.Assets attribute), [1] Assets (class in sign_language_translator.config) (class in sign_language_translator.config.assets) AUTO_DOWNLOAD (sign_language_translator.config.Settings attribute) (sign_language_translator.config.settings.Settings attribute) B base_index() (sign_language_translator.vision.video.video_iterators.VideoSource method) BeamSampling (class in sign_language_translator.models) (class in sign_language_translator.models.language_models) (class in sign_language_translator.models.language_models.beam_sampling) BRACKETS (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) C cast() (sign_language_translator.utils.ArrayOps static method) (sign_language_translator.utils.arrays.ArrayOps static method) CausalMultiHeadSelfAttention (class in sign_language_translator.models.language_models.transformer_language_model.layers) ceil() (sign_language_translator.utils.ArrayOps static method) (sign_language_translator.utils.arrays.ArrayOps static method) character_normalize() (sign_language_translator.languages.text.Urdu static method) (sign_language_translator.languages.text.urdu.Urdu static method) CHARACTER_TO_DECOMPOSED (sign_language_translator.languages.text.Hindi attribute) (sign_language_translator.languages.text.hindi.Hindi attribute) CHARACTER_TO_WORD (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) CHARACTER_TRANSLATOR (sign_language_translator.languages.text.Hindi attribute) (sign_language_translator.languages.text.hindi.Hindi attribute) (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) CharacterByCharacterMappingRule (class in sign_language_translator.languages.sign) (class in sign_language_translator.languages.sign.mapping_rules) CHARACTERS (sign_language_translator.languages.text.Hindi attribute) (sign_language_translator.languages.text.hindi.Hindi attribute) checkpoint() (sign_language_translator.models.language_models.transformer_language_model.train.LM_Trainer method) close() (sign_language_translator.vision.Video method), [1] (sign_language_translator.vision.video.Video method), [1] (sign_language_translator.vision.video.video.Video method), [1] (sign_language_translator.vision.video.video_iterators.IterableFrames method), [1] (sign_language_translator.vision.video.video_iterators.SequenceFrames method) (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames method), [1] (sign_language_translator.vision.video.video_iterators.VideoFrames method) (sign_language_translator.vision.video.video_iterators.VideoSource method) codec (sign_language_translator.vision.Video property) (sign_language_translator.vision.video.Video property) (sign_language_translator.vision.video.video.Video property) COMBINE_CHARACTERS_REGEX (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) complete() (sign_language_translator.models.BeamSampling method) (sign_language_translator.models.language_models.beam_sampling.BeamSampling method) (sign_language_translator.models.language_models.BeamSampling method) concatenate() (sign_language_translator.utils.ArrayOps static method) (sign_language_translator.utils.arrays.ArrayOps static method) (sign_language_translator.vision.Landmarks static method) (sign_language_translator.vision.landmarks.Landmarks static method) (sign_language_translator.vision.landmarks.landmarks.Landmarks static method) (sign_language_translator.vision.Sign static method) (sign_language_translator.vision.sign.sign.Sign static method) (sign_language_translator.vision.Video method) (sign_language_translator.vision.Video static method) (sign_language_translator.vision.video.Video method) (sign_language_translator.vision.video.Video static method) (sign_language_translator.vision.video.video.Video method) (sign_language_translator.vision.video.video.Video static method) concatenate_sentence_terminals() (in module sign_language_translator.text.utils) CONCATENATIVE_SYNTHESIS (sign_language_translator.config.enums.ModelCodes attribute) ConcatenativeSynthesis (class in sign_language_translator.models) (class in sign_language_translator.models.text_to_sign) (class in sign_language_translator.models.text_to_sign.concatenative_synthesis) CORRECT_URDU_CHARACTERS_TO_INCORRECT (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) Countries (class in sign_language_translator.config.enums) country (sign_language_translator.languages.vocab.MappingDataset attribute) create() (sign_language_translator.utils.Archive static method) (sign_language_translator.utils.archive.Archive static method) current_index (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames property) current_index() (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames method) D data (sign_language_translator.vision.Landmarks attribute) (sign_language_translator.vision.Landmarks property) (sign_language_translator.vision.landmarks.Landmarks attribute) (sign_language_translator.vision.landmarks.Landmarks property) (sign_language_translator.vision.landmarks.landmarks.Landmarks attribute) (sign_language_translator.vision.landmarks.landmarks.Landmarks property) DATE (sign_language_translator.languages.text.Tags attribute) (sign_language_translator.text.tagger.Tags attribute) (sign_language_translator.text.Tags attribute) DecoderBlock (class in sign_language_translator.models.language_models.transformer_language_model.layers) DEFAULT (sign_language_translator.languages.text.Tags attribute) (sign_language_translator.text.tagger.Tags attribute) (sign_language_translator.text.Tags attribute) delete() (sign_language_translator.config.Assets class method) (sign_language_translator.config.assets.Assets class method) delete_out_of_date_assets() (sign_language_translator.config.Assets class method) (sign_language_translator.config.assets.Assets class method) delete_unallowed_characters() (sign_language_translator.languages.text.Hindi method) (sign_language_translator.languages.text.hindi.Hindi method) (sign_language_translator.languages.text.Urdu method) (sign_language_translator.languages.text.urdu.Urdu method) description (sign_language_translator.languages.vocab.MappingDataset attribute) detokenize() (sign_language_translator.languages.text.english.English method) (sign_language_translator.languages.text.Hindi method) (sign_language_translator.languages.text.hindi.Hindi method) (sign_language_translator.languages.text.text_language.TextLanguage method) (sign_language_translator.languages.text.TextLanguage method) (sign_language_translator.languages.text.Urdu method) (sign_language_translator.languages.text.urdu.Urdu method) (sign_language_translator.languages.TextLanguage method) (sign_language_translator.text.SignTokenizer method) (sign_language_translator.text.tokenizer.SignTokenizer method) DIACRITICS (sign_language_translator.languages.text.Hindi attribute) (sign_language_translator.languages.text.hindi.Hindi attribute) (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) DIACRITICS_REGEX (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) DirectMappingRule (class in sign_language_translator.languages.sign) (class in sign_language_translator.languages.sign.mapping_rules) display_frames() (sign_language_translator.vision.video.display.VideoDisplay static method) display_frames_as_ipython_image() (sign_language_translator.vision.video.display.VideoDisplay static method) display_ipython_video_in_jupyter() (sign_language_translator.vision.video.display.VideoDisplay static method) download() (in module sign_language_translator.utils) (in module sign_language_translator.utils.download) (sign_language_translator.config.Assets class method) (sign_language_translator.config.assets.Assets class method) downwards_wave() (in module sign_language_translator.models.utils) duration (sign_language_translator.vision.Video property) (sign_language_translator.vision.video.Video property) (sign_language_translator.vision.video.video.Video property) (sign_language_translator.vision.video.video_iterators.IterableFrames property) (sign_language_translator.vision.video.video_iterators.SequenceFrames property) (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames attribute) (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames property) E embed() (sign_language_translator.models.MediaPipeLandmarksModel method), [1] (sign_language_translator.models.text_embedding.text_embedding_model.TextEmbeddingModel method) (sign_language_translator.models.text_embedding.TextEmbeddingModel method) (sign_language_translator.models.text_embedding.vector_lookup_model.VectorLookupModel method) (sign_language_translator.models.text_embedding.VectorLookupModel method) (sign_language_translator.models.TextEmbeddingModel method) (sign_language_translator.models.VectorLookupModel method) (sign_language_translator.models.video_embedding.mediapipe_landmarks_model.MediaPipeLandmarksModel method), [1] (sign_language_translator.models.video_embedding.MediaPipeLandmarksModel method), [1] (sign_language_translator.models.video_embedding.video_embedding_model.VideoEmbeddingModel method), [1] (sign_language_translator.models.video_embedding.VideoEmbeddingModel method), [1] (sign_language_translator.models.VideoEmbeddingModel method), [1] embedding_model (sign_language_translator.text.SynonymFinder attribute) (sign_language_translator.text.SynonymFinder property) (sign_language_translator.text.synonyms.SynonymFinder attribute) (sign_language_translator.text.synonyms.SynonymFinder property) END_OF_SENTENCE_MARKS (sign_language_translator.languages.text.Hindi attribute) (sign_language_translator.languages.text.hindi.Hindi attribute) (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) END_OF_SEQUENCE (sign_language_translator.languages.text.Tags attribute) (sign_language_translator.text.tagger.Tags attribute) (sign_language_translator.text.Tags attribute) English (class in sign_language_translator.languages.text.english) evaluate() (sign_language_translator.text.metrics.Perplexity method) EXTRA_DIACRITICS (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) extract() (sign_language_translator.config.Assets class method) (sign_language_translator.config.assets.Assets class method) (sign_language_translator.utils.Archive static method) (sign_language_translator.utils.archive.Archive static method) extract_recursive() (in module sign_language_translator.utils) (in module sign_language_translator.utils.utils) extract_supported_subsequences() (in module sign_language_translator.text.utils) extract_supported_subsequences_indexes() (in module sign_language_translator.text.utils) F FeedForward (class in sign_language_translator.models.language_models.transformer_language_model.layers) FILE_TO_URL (sign_language_translator.config.Assets attribute), [1] (sign_language_translator.config.assets.Assets attribute), [1] FILENAME_CONNECTOR (sign_language_translator.config.Settings attribute) (sign_language_translator.config.settings.Settings attribute) FILENAME_SEPARATOR (sign_language_translator.config.Settings attribute) (sign_language_translator.config.settings.Settings attribute) find_all() (sign_language_translator.text.utils.ListRegex static method) find_all_spans() (sign_language_translator.text.utils.ListRegex static method) finetune() (sign_language_translator.models.language_models.ngram_language_model.NgramLanguageModel method) (sign_language_translator.models.language_models.NgramLanguageModel method) (sign_language_translator.models.NgramLanguageModel method) fit() (sign_language_translator.models.language_models.ngram_language_model.NgramLanguageModel method) (sign_language_translator.models.language_models.NgramLanguageModel method) (sign_language_translator.models.NgramLanguageModel method) floor() (sign_language_translator.utils.ArrayOps static method) (sign_language_translator.utils.arrays.ArrayOps static method) forward() (sign_language_translator.models.language_models.transformer_language_model.layers.CausalMultiHeadSelfAttention method) (sign_language_translator.models.language_models.transformer_language_model.layers.DecoderBlock method) (sign_language_translator.models.language_models.transformer_language_model.layers.FeedForward method) (sign_language_translator.models.language_models.transformer_language_model.model.TransformerLanguageModel method) (sign_language_translator.models.language_models.transformer_language_model.TransformerLanguageModel method) (sign_language_translator.models.language_models.TransformerLanguageModel method) (sign_language_translator.models.TransformerLanguageModel method) fourcc (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames attribute) fps (sign_language_translator.vision.video.video_iterators.IterableFrames attribute) (sign_language_translator.vision.video.video_iterators.SequenceFrames attribute) (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames attribute) frames (sign_language_translator.vision.video.video_iterators.SequenceFrames attribute) frames_cache (sign_language_translator.vision.video.video_iterators.IterableFrames attribute) frames_grid() (sign_language_translator.vision.Video method), [1] (sign_language_translator.vision.video.Video method), [1] (sign_language_translator.vision.video.video.Video method), [1] frames_iterable (sign_language_translator.vision.video.video_iterators.IterableFrames attribute) frames_to_matplotlib_animation() (sign_language_translator.vision.video.display.VideoDisplay static method) from_pattern() (sign_language_translator.text.Rule static method) (sign_language_translator.text.tagger.Rule static method) FULL_STOPS (sign_language_translator.languages.text.Hindi attribute) (sign_language_translator.languages.text.hindi.Hindi attribute) (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) FullyLambdaLR (class in sign_language_translator.models.utils) G get_frame() (sign_language_translator.vision.Video method), [1] (sign_language_translator.vision.video.Video method), [1] (sign_language_translator.vision.video.video.Video method), [1] (sign_language_translator.vision.video.video_iterators.IterableFrames method) (sign_language_translator.vision.video.video_iterators.SequenceFrames method) (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames method) (sign_language_translator.vision.video.video_iterators.VideoFrames method) (sign_language_translator.vision.video.video_iterators.VideoSource method) get_ids() (sign_language_translator.config.Assets class method) (sign_language_translator.config.assets.Assets class method) get_lr() (sign_language_translator.models.utils.FullyLambdaLR method) get_model() (in module sign_language_translator.models) get_model_state() (sign_language_translator.models.language_models.transformer_language_model.model.TransformerLanguageModel method) (sign_language_translator.models.language_models.transformer_language_model.TransformerLanguageModel method) (sign_language_translator.models.language_models.TransformerLanguageModel method) (sign_language_translator.models.TransformerLanguageModel method) get_package_version() (in module sign_language_translator.config.utils) get_path() (sign_language_translator.config.Assets class method) (sign_language_translator.config.assets.Assets class method) get_priority() (sign_language_translator.text.Rule method), [1] (sign_language_translator.text.tagger.Rule method), [1] get_sign_language() (in module sign_language_translator.languages) (in module sign_language_translator.languages.utils) get_sign_wrapper_class() (in module sign_language_translator.vision) get_tag() (sign_language_translator.text.Rule method), [1] (sign_language_translator.text.tagger.Rule method), [1] get_tags() (sign_language_translator.languages.text.english.English method) (sign_language_translator.languages.text.Hindi method) (sign_language_translator.languages.text.hindi.Hindi method) (sign_language_translator.languages.text.text_language.TextLanguage method) (sign_language_translator.languages.text.TextLanguage method) (sign_language_translator.languages.text.Urdu method) (sign_language_translator.languages.text.urdu.Urdu method) (sign_language_translator.languages.TextLanguage method) (sign_language_translator.text.Tagger method) (sign_language_translator.text.tagger.Tagger method) get_text_language() (in module sign_language_translator.languages) (in module sign_language_translator.languages.utils) get_url() (sign_language_translator.config.Assets class method) (sign_language_translator.config.assets.Assets class method) get_word_senses() (sign_language_translator.languages.text.english.English method) (sign_language_translator.languages.text.Hindi method) (sign_language_translator.languages.text.hindi.Hindi method) (sign_language_translator.languages.text.text_language.TextLanguage method) (sign_language_translator.languages.text.TextLanguage method) (sign_language_translator.languages.text.Urdu method) (sign_language_translator.languages.text.urdu.Urdu method) (sign_language_translator.languages.TextLanguage method) H height (sign_language_translator.vision.Video property) (sign_language_translator.vision.video.Video property) (sign_language_translator.vision.video.video.Video property) (sign_language_translator.vision.video.video_iterators.IterableFrames property) (sign_language_translator.vision.video.video_iterators.SequenceFrames property) (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames property) (sign_language_translator.vision.video.video_iterators.VideoFrames property) (sign_language_translator.vision.video.video_iterators.VideoSource property) HFAD (sign_language_translator.config.enums.Organizations attribute) Hindi (class in sign_language_translator.languages.text) (class in sign_language_translator.languages.text.hindi) HINDI (sign_language_translator.config.enums.TextLanguages attribute) I ids_to_tokens() (sign_language_translator.models.language_models.transformer_language_model.model.TransformerLanguageModel method) (sign_language_translator.models.language_models.transformer_language_model.TransformerLanguageModel method) (sign_language_translator.models.language_models.TransformerLanguageModel method) (sign_language_translator.models.TransformerLanguageModel method) in_jupyter_notebook() (in module sign_language_translator.utils) (in module sign_language_translator.utils.utils) infer_archive_name() (sign_language_translator.config.Assets class method) (sign_language_translator.config.assets.Assets class method) intermediate_languages (sign_language_translator.text.SynonymFinder attribute) (sign_language_translator.text.SynonymFinder property) (sign_language_translator.text.synonyms.SynonymFinder attribute) (sign_language_translator.text.synonyms.SynonymFinder property) is_applicable() (sign_language_translator.languages.sign.CharacterByCharacterMappingRule method) (sign_language_translator.languages.sign.DirectMappingRule method) (sign_language_translator.languages.sign.LambdaMappingRule method) (sign_language_translator.languages.sign.mapping_rules.CharacterByCharacterMappingRule method) (sign_language_translator.languages.sign.mapping_rules.DirectMappingRule method) (sign_language_translator.languages.sign.mapping_rules.LambdaMappingRule method) (sign_language_translator.languages.sign.mapping_rules.MappingRule method) (sign_language_translator.languages.sign.MappingRule method) is_dictionary_video() (sign_language_translator.config.Assets class method) (sign_language_translator.config.assets.Assets class method) is_match() (sign_language_translator.text.Rule method) (sign_language_translator.text.tagger.Rule method) is_regex() (in module sign_language_translator.utils) (in module sign_language_translator.utils.utils) iter_frames() (sign_language_translator.vision.Video method), [1] (sign_language_translator.vision.video.Video method), [1] (sign_language_translator.vision.video.video.Video method), [1] iter_frames_with_opencv() (in module sign_language_translator.vision.utils) IterableFrames (class in sign_language_translator.vision.video.video_iterators) K Keys (sign_language_translator.languages.sign.sign_language.SignLanguage attribute) (sign_language_translator.languages.sign.SignLanguage attribute) (sign_language_translator.languages.SignLanguage attribute) L LambdaMappingRule (class in sign_language_translator.languages.sign) (class in sign_language_translator.languages.sign.mapping_rules) Landmarks (class in sign_language_translator.vision) (class in sign_language_translator.vision.landmarks) (class in sign_language_translator.vision.landmarks.landmarks) LANDMARKS (sign_language_translator.config.enums.SignFormats attribute) language (sign_language_translator.text.SynonymFinder attribute) (sign_language_translator.text.SynonymFinder property) (sign_language_translator.text.synonyms.SynonymFinder attribute) (sign_language_translator.text.synonyms.SynonymFinder property) LanguageModel (class in sign_language_translator.models) (class in sign_language_translator.models.language_models) (class in sign_language_translator.models.language_models.abstract_language_model) linear_interpolation() (in module sign_language_translator.utils) (in module sign_language_translator.utils.arrays) list() (sign_language_translator.utils.Archive static method) (sign_language_translator.utils.archive.Archive static method) ListRegex (class in sign_language_translator.text.utils) LM_Dataset (class in sign_language_translator.models.language_models.transformer_language_model.train) LM_Trainer (class in sign_language_translator.models.language_models.transformer_language_model.train) load() (sign_language_translator.models.language_models.mixer.MixerLM static method) (sign_language_translator.models.language_models.MixerLM static method) (sign_language_translator.models.language_models.ngram_language_model.NgramLanguageModel static method) (sign_language_translator.models.language_models.NgramLanguageModel static method) (sign_language_translator.models.language_models.transformer_language_model.model.TransformerLanguageModel static method) (sign_language_translator.models.language_models.transformer_language_model.TransformerLanguageModel static method) (sign_language_translator.models.language_models.TransformerLanguageModel static method) (sign_language_translator.models.MixerLM static method) (sign_language_translator.models.NgramLanguageModel static method) (sign_language_translator.models.text_embedding.vector_lookup_model.VectorLookupModel class method) (sign_language_translator.models.text_embedding.VectorLookupModel class method) (sign_language_translator.models.TransformerLanguageModel static method) (sign_language_translator.models.VectorLookupModel class method) (sign_language_translator.vision.Landmarks class method) (sign_language_translator.vision.landmarks.Landmarks class method) (sign_language_translator.vision.landmarks.landmarks.Landmarks class method) (sign_language_translator.vision.Sign class method) (sign_language_translator.vision.sign.sign.Sign class method) (sign_language_translator.vision.Video class method) (sign_language_translator.vision.Video method) (sign_language_translator.vision.video.Video class method) (sign_language_translator.vision.video.Video method) (sign_language_translator.vision.video.video.Video class method) (sign_language_translator.vision.video.video.Video method) load_all_urls() (sign_language_translator.config.Assets class method) (sign_language_translator.config.assets.Assets class method) load_asset() (sign_language_translator.vision.Landmarks class method) (sign_language_translator.vision.landmarks.Landmarks class method) (sign_language_translator.vision.landmarks.landmarks.Landmarks class method) (sign_language_translator.vision.Sign class method) (sign_language_translator.vision.sign.sign.Sign class method) (sign_language_translator.vision.Video class method) (sign_language_translator.vision.Video method) (sign_language_translator.vision.video.Video class method) (sign_language_translator.vision.video.Video method) (sign_language_translator.vision.video.video.Video class method) (sign_language_translator.vision.video.video.Video method) load_urls() (sign_language_translator.config.Assets class method) (sign_language_translator.config.assets.Assets class method) LOOKUP_UR_FASTTEXT_CC (sign_language_translator.config.enums.ModelCodes attribute) M make_captions() (in module sign_language_translator.text.subtitles) make_chapters() (in module sign_language_translator.text.subtitles) make_ngrams() (in module sign_language_translator.text.utils) mapping (sign_language_translator.languages.vocab.MappingDataset attribute) mapping_rules (sign_language_translator.languages.sign.pakistan_sign_language.PakistanSignLanguage attribute) MappingDataset (class in sign_language_translator.languages.vocab) MappingRule (class in sign_language_translator.languages.sign) (class in sign_language_translator.languages.sign.mapping_rules) match() (sign_language_translator.text.utils.ListRegex static method) MEDIAPIPE_IMAGE (sign_language_translator.config.enums.SignEmbeddingModels attribute), [1] MEDIAPIPE_POSE_V0_HAND_V1 (sign_language_translator.config.enums.ModelCodes attribute) MEDIAPIPE_POSE_V1_HAND_V1 (sign_language_translator.config.enums.ModelCodes attribute) MEDIAPIPE_POSE_V2_HAND_V1 (sign_language_translator.config.enums.ModelCodes attribute) MEDIAPIPE_WORLD (sign_language_translator.config.enums.SignEmbeddingModels attribute), [1] MediaPipeLandmarksModel (class in sign_language_translator.models) (class in sign_language_translator.models.video_embedding) (class in sign_language_translator.models.video_embedding.mediapipe_landmarks_model) MIXER_LM_NGRAM_URDU (sign_language_translator.config.enums.ModelCodes attribute) MixerLM (class in sign_language_translator.models) (class in sign_language_translator.models.language_models) (class in sign_language_translator.models.language_models.mixer) model (sign_language_translator.models.utils.VideoEmbeddingPipeline attribute) ModelCodes (class in sign_language_translator.config.enums) module sign_language_translator sign_language_translator.cli, [1] sign_language_translator.config sign_language_translator.config.assets sign_language_translator.config.enums sign_language_translator.config.settings sign_language_translator.config.utils sign_language_translator.languages sign_language_translator.languages.sign sign_language_translator.languages.sign.mapping_rules sign_language_translator.languages.sign.pakistan_sign_language sign_language_translator.languages.sign.sign_language sign_language_translator.languages.text sign_language_translator.languages.text.english sign_language_translator.languages.text.hindi sign_language_translator.languages.text.text_language sign_language_translator.languages.text.urdu sign_language_translator.languages.utils sign_language_translator.languages.vocab sign_language_translator.models sign_language_translator.models.language_models sign_language_translator.models.language_models.abstract_language_model sign_language_translator.models.language_models.beam_sampling sign_language_translator.models.language_models.mixer sign_language_translator.models.language_models.ngram_language_model sign_language_translator.models.language_models.transformer_language_model sign_language_translator.models.language_models.transformer_language_model.layers sign_language_translator.models.language_models.transformer_language_model.model sign_language_translator.models.language_models.transformer_language_model.train sign_language_translator.models.sign_to_text sign_language_translator.models.text_embedding sign_language_translator.models.text_embedding.text_embedding_model sign_language_translator.models.text_embedding.vector_lookup_model sign_language_translator.models.text_to_sign sign_language_translator.models.text_to_sign.concatenative_synthesis sign_language_translator.models.text_to_sign.t2s_model sign_language_translator.models.utils sign_language_translator.models.video_embedding sign_language_translator.models.video_embedding.mediapipe_landmarks_model sign_language_translator.models.video_embedding.video_embedding_model sign_language_translator.text sign_language_translator.text.metrics sign_language_translator.text.preprocess sign_language_translator.text.subtitles sign_language_translator.text.synonyms sign_language_translator.text.tagger sign_language_translator.text.tokenizer sign_language_translator.text.utils sign_language_translator.utils sign_language_translator.utils.archive sign_language_translator.utils.arrays sign_language_translator.utils.download sign_language_translator.utils.parallel sign_language_translator.utils.tree sign_language_translator.utils.utils sign_language_translator.vision sign_language_translator.vision.landmarks sign_language_translator.vision.landmarks.landmarks sign_language_translator.vision.sign sign_language_translator.vision.sign.sign sign_language_translator.vision.utils sign_language_translator.vision.video sign_language_translator.vision.video.display sign_language_translator.vision.video.transformations sign_language_translator.vision.video.video sign_language_translator.vision.video.video_iterators N n_channels (sign_language_translator.vision.Video property) (sign_language_translator.vision.video.Video property) (sign_language_translator.vision.video.video.Video property) (sign_language_translator.vision.video.video_iterators.IterableFrames property) (sign_language_translator.vision.video.video_iterators.SequenceFrames property) (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames property) (sign_language_translator.vision.video.video_iterators.VideoFrames property) (sign_language_translator.vision.video.video_iterators.VideoSource property) n_coordinates (sign_language_translator.vision.Landmarks property) (sign_language_translator.vision.landmarks.Landmarks property) (sign_language_translator.vision.landmarks.landmarks.Landmarks property) n_features (sign_language_translator.vision.Landmarks attribute) (sign_language_translator.vision.Landmarks property) (sign_language_translator.vision.landmarks.Landmarks attribute) (sign_language_translator.vision.landmarks.Landmarks property) (sign_language_translator.vision.landmarks.landmarks.Landmarks attribute) (sign_language_translator.vision.landmarks.landmarks.Landmarks property) n_frames (sign_language_translator.vision.Landmarks attribute) (sign_language_translator.vision.Landmarks property) (sign_language_translator.vision.landmarks.Landmarks attribute) (sign_language_translator.vision.landmarks.Landmarks property) (sign_language_translator.vision.landmarks.landmarks.Landmarks attribute) (sign_language_translator.vision.landmarks.landmarks.Landmarks property) (sign_language_translator.vision.Video property) (sign_language_translator.vision.video.Video property) (sign_language_translator.vision.video.video.Video property) n_landmarks (sign_language_translator.vision.Landmarks attribute) (sign_language_translator.vision.Landmarks property) (sign_language_translator.vision.landmarks.Landmarks attribute) (sign_language_translator.vision.landmarks.Landmarks property) (sign_language_translator.vision.landmarks.landmarks.Landmarks attribute) (sign_language_translator.vision.landmarks.landmarks.Landmarks property) n_persons (sign_language_translator.models.MediaPipeLandmarksModel attribute) (sign_language_translator.models.video_embedding.mediapipe_landmarks_model.MediaPipeLandmarksModel attribute) (sign_language_translator.models.video_embedding.MediaPipeLandmarksModel attribute) NAME (sign_language_translator.languages.text.Tags attribute) (sign_language_translator.text.tagger.Tags attribute) (sign_language_translator.text.Tags attribute) name() (sign_language_translator.languages.sign.pakistan_sign_language.PakistanSignLanguage static method) (sign_language_translator.languages.sign.PakistanSignLanguage static method) (sign_language_translator.languages.sign.sign_language.SignLanguage method) (sign_language_translator.languages.sign.sign_language.SignLanguage static method) (sign_language_translator.languages.sign.SignLanguage method) (sign_language_translator.languages.sign.SignLanguage static method) (sign_language_translator.languages.SignLanguage method) (sign_language_translator.languages.SignLanguage static method) (sign_language_translator.languages.text.english.English static method) (sign_language_translator.languages.text.Hindi static method) (sign_language_translator.languages.text.hindi.Hindi static method) (sign_language_translator.languages.text.text_language.TextLanguage static method) (sign_language_translator.languages.text.TextLanguage static method) (sign_language_translator.languages.text.Urdu static method) (sign_language_translator.languages.text.urdu.Urdu static method) (sign_language_translator.languages.TextLanguage static method) (sign_language_translator.vision.Landmarks method) (sign_language_translator.vision.Landmarks static method) (sign_language_translator.vision.landmarks.Landmarks method) (sign_language_translator.vision.landmarks.Landmarks static method) (sign_language_translator.vision.landmarks.landmarks.Landmarks method) (sign_language_translator.vision.landmarks.landmarks.Landmarks static method) (sign_language_translator.vision.Sign static method) (sign_language_translator.vision.sign.sign.Sign static method) (sign_language_translator.vision.Video method) (sign_language_translator.vision.Video static method) (sign_language_translator.vision.video.Video method) (sign_language_translator.vision.video.Video static method) (sign_language_translator.vision.video.video.Video method) (sign_language_translator.vision.video.video.Video static method) ndim (sign_language_translator.vision.Landmarks attribute) (sign_language_translator.vision.Landmarks property) (sign_language_translator.vision.landmarks.Landmarks attribute) (sign_language_translator.vision.landmarks.Landmarks property) (sign_language_translator.vision.landmarks.landmarks.Landmarks attribute) (sign_language_translator.vision.landmarks.landmarks.Landmarks property) next() (sign_language_translator.models.language_models.abstract_language_model.LanguageModel method) (sign_language_translator.models.language_models.LanguageModel method) (sign_language_translator.models.language_models.mixer.MixerLM method) (sign_language_translator.models.language_models.MixerLM method) (sign_language_translator.models.language_models.ngram_language_model.NgramLanguageModel method) (sign_language_translator.models.language_models.NgramLanguageModel method) (sign_language_translator.models.language_models.transformer_language_model.model.TransformerLanguageModel method) (sign_language_translator.models.language_models.transformer_language_model.TransformerLanguageModel method) (sign_language_translator.models.language_models.TransformerLanguageModel method) (sign_language_translator.models.LanguageModel method) (sign_language_translator.models.MixerLM method) (sign_language_translator.models.NgramLanguageModel method) (sign_language_translator.models.TransformerLanguageModel method) next_all() (sign_language_translator.models.language_models.abstract_language_model.LanguageModel method) (sign_language_translator.models.language_models.LanguageModel method) (sign_language_translator.models.language_models.mixer.MixerLM method) (sign_language_translator.models.language_models.MixerLM method) (sign_language_translator.models.language_models.ngram_language_model.NgramLanguageModel method) (sign_language_translator.models.language_models.NgramLanguageModel method) (sign_language_translator.models.language_models.transformer_language_model.model.TransformerLanguageModel method) (sign_language_translator.models.language_models.transformer_language_model.TransformerLanguageModel method) (sign_language_translator.models.language_models.TransformerLanguageModel method) (sign_language_translator.models.LanguageModel method) (sign_language_translator.models.MixerLM method) (sign_language_translator.models.NgramLanguageModel method) (sign_language_translator.models.TransformerLanguageModel method) NGRAM_LM_BIGRAM_NAMES (sign_language_translator.config.enums.ModelCodes attribute) NGRAM_LM_TRIGRAM_NAMES (sign_language_translator.config.enums.ModelCodes attribute) NGRAM_LM_UNIGRAM_NAMES (sign_language_translator.config.enums.ModelCodes attribute) NgramLanguageModel (class in sign_language_translator.models) (class in sign_language_translator.models.language_models) (class in sign_language_translator.models.language_models.ngram_language_model) None (sign_language_translator.models.video_embedding.video_embedding_model.VideoEmbeddingModel attribute) (sign_language_translator.models.video_embedding.VideoEmbeddingModel attribute) (sign_language_translator.models.VideoEmbeddingModel attribute) norm() (sign_language_translator.utils.ArrayOps static method) (sign_language_translator.utils.arrays.ArrayOps static method) normalize_characters() (sign_language_translator.languages.text.Hindi method) (sign_language_translator.languages.text.hindi.Hindi method) normalize_short_code() (in module sign_language_translator.config.enums) normalized_vectors (sign_language_translator.models.text_embedding.vector_lookup_model.VectorLookupModel property) (sign_language_translator.models.text_embedding.VectorLookupModel property) (sign_language_translator.models.VectorLookupModel property) NUMBER (sign_language_translator.languages.text.Tags attribute) (sign_language_translator.text.tagger.Tags attribute) (sign_language_translator.text.Tags attribute) NUMBER_REGEX (sign_language_translator.languages.text.Hindi attribute) (sign_language_translator.languages.text.hindi.Hindi attribute) (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) numpy() (sign_language_translator.vision.Landmarks method), [1] (sign_language_translator.vision.landmarks.Landmarks method), [1] (sign_language_translator.vision.landmarks.landmarks.Landmarks method), [1] (sign_language_translator.vision.Sign method) (sign_language_translator.vision.sign.sign.Sign method) (sign_language_translator.vision.Video method), [1] (sign_language_translator.vision.video.Video method), [1] (sign_language_translator.vision.video.video.Video method), [1] O organization (sign_language_translator.languages.vocab.MappingDataset attribute) Organizations (class in sign_language_translator.config.enums) P PAKISTAN (sign_language_translator.config.enums.Countries attribute) PAKISTAN_SIGN_LANGUAGE (sign_language_translator.config.enums.SignLanguages attribute) PakistanSignLanguage (class in sign_language_translator.languages.sign) (class in sign_language_translator.languages.sign.pakistan_sign_language) passage_preprocessor() (sign_language_translator.languages.text.Urdu static method) (sign_language_translator.languages.text.urdu.Urdu static method) path (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames attribute) Perplexity (class in sign_language_translator.text.metrics) PK_HFAD_1 (sign_language_translator.config.enums.SignCollections attribute) PK_HFAD_2 (sign_language_translator.config.enums.SignCollections attribute) plot_lr_scheduler() (in module sign_language_translator.models.utils) poetry_preprocessor() (sign_language_translator.languages.text.Urdu static method) (sign_language_translator.languages.text.urdu.Urdu static method) prepare() (sign_language_translator.models.language_models.transformer_language_model.train.LM_Dataset static method) preprocess() (sign_language_translator.languages.text.english.English method) (sign_language_translator.languages.text.Hindi method) (sign_language_translator.languages.text.hindi.Hindi method) (sign_language_translator.languages.text.text_language.TextLanguage method) (sign_language_translator.languages.text.TextLanguage method) (sign_language_translator.languages.text.Urdu method) (sign_language_translator.languages.text.urdu.Urdu method) (sign_language_translator.languages.TextLanguage method) primary_urls_file (sign_language_translator.config.Assets attribute) (sign_language_translator.config.assets.Assets attribute) PrintableEnumMeta (class in sign_language_translator.utils) (class in sign_language_translator.utils.utils) priority (sign_language_translator.languages.sign.CharacterByCharacterMappingRule property) (sign_language_translator.languages.sign.DirectMappingRule property) (sign_language_translator.languages.sign.LambdaMappingRule property) (sign_language_translator.languages.sign.mapping_rules.CharacterByCharacterMappingRule property) (sign_language_translator.languages.sign.mapping_rules.DirectMappingRule property) (sign_language_translator.languages.sign.mapping_rules.LambdaMappingRule property) (sign_language_translator.languages.sign.mapping_rules.MappingRule property) (sign_language_translator.languages.sign.MappingRule property) process_video() (sign_language_translator.models.utils.VideoEmbeddingPipeline method), [1] process_videos_parallel() (sign_language_translator.models.utils.VideoEmbeddingPipeline method) ProgressStatusCallback (class in sign_language_translator.utils) (class in sign_language_translator.utils.utils) PUNCTUATION (sign_language_translator.languages.text.Hindi attribute) (sign_language_translator.languages.text.hindi.Hindi attribute) (sign_language_translator.languages.text.Tags attribute) (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) (sign_language_translator.text.tagger.Tags attribute) (sign_language_translator.text.Tags attribute) PUNCTUATION_REGEX (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) Q QUESTION_MARKS (sign_language_translator.languages.text.Hindi attribute) (sign_language_translator.languages.text.hindi.Hindi attribute) (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) QUOTATION_MARKS (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) R random() (in module sign_language_translator.models.language_models.beam_sampling) read_frame() (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames method), [1] read_frames_with_opencv() (in module sign_language_translator.vision.utils) read_urls() (in module sign_language_translator.config.utils) reload() (sign_language_translator.config.Assets class method) (sign_language_translator.config.assets.Assets class method) remove_diacritics() (sign_language_translator.languages.text.Urdu static method) (sign_language_translator.languages.text.urdu.Urdu static method) remove_space_before_punctuation() (in module sign_language_translator.text) (in module sign_language_translator.text.preprocess) remove_word_sense() (sign_language_translator.languages.Vocab method) (sign_language_translator.languages.vocab.Vocab method) replace_words() (in module sign_language_translator.text) (in module sign_language_translator.text.preprocess) restructure_sentence() (sign_language_translator.languages.sign.pakistan_sign_language.PakistanSignLanguage method) (sign_language_translator.languages.sign.PakistanSignLanguage method) (sign_language_translator.languages.sign.sign_language.SignLanguage method), [1] (sign_language_translator.languages.sign.SignLanguage method), [1] (sign_language_translator.languages.SignLanguage method), [1] ROOT_DIR (sign_language_translator.config.Assets attribute), [1] (sign_language_translator.config.assets.Assets attribute), [1] Rule (class in sign_language_translator.text) (class in sign_language_translator.text.tagger) run() (sign_language_translator.models.language_models.transformer_language_model.train.LM_Trainer method) S sample_one_index() (in module sign_language_translator.utils) (in module sign_language_translator.utils.utils) save() (sign_language_translator.models.language_models.mixer.MixerLM method) (sign_language_translator.models.language_models.MixerLM method) (sign_language_translator.models.language_models.ngram_language_model.NgramLanguageModel method) (sign_language_translator.models.language_models.NgramLanguageModel method) (sign_language_translator.models.language_models.transformer_language_model.model.TransformerLanguageModel method) (sign_language_translator.models.language_models.transformer_language_model.TransformerLanguageModel method) (sign_language_translator.models.language_models.TransformerLanguageModel method) (sign_language_translator.models.MixerLM method) (sign_language_translator.models.NgramLanguageModel method) (sign_language_translator.models.text_embedding.vector_lookup_model.VectorLookupModel method) (sign_language_translator.models.text_embedding.VectorLookupModel method) (sign_language_translator.models.TransformerLanguageModel method) (sign_language_translator.models.VectorLookupModel method) (sign_language_translator.vision.Landmarks method) (sign_language_translator.vision.landmarks.Landmarks method) (sign_language_translator.vision.landmarks.landmarks.Landmarks method) (sign_language_translator.vision.Sign method) (sign_language_translator.vision.sign.sign.Sign method) (sign_language_translator.vision.Video method), [1] (sign_language_translator.vision.video.Video method), [1] (sign_language_translator.vision.video.video.Video method), [1] save_() (sign_language_translator.vision.Video static method) (sign_language_translator.vision.video.Video static method) (sign_language_translator.vision.video.video.Video static method) save_frame() (sign_language_translator.vision.Video method), [1] (sign_language_translator.vision.video.Video method), [1] (sign_language_translator.vision.video.video.Video method), [1] save_frames_grid() (sign_language_translator.vision.Video method), [1] (sign_language_translator.vision.video.Video method), [1] (sign_language_translator.vision.video.video.Video method), [1] search() (sign_language_translator.text.utils.ListRegex static method) search_in_values_to_retrieve_key() (in module sign_language_translator.utils) (in module sign_language_translator.utils.utils) seek() (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames method) sentence_tokenize() (sign_language_translator.languages.text.english.English method) (sign_language_translator.languages.text.Hindi method) (sign_language_translator.languages.text.hindi.Hindi method) (sign_language_translator.languages.text.text_language.TextLanguage method) (sign_language_translator.languages.text.TextLanguage method) (sign_language_translator.languages.text.Urdu method) (sign_language_translator.languages.text.urdu.Urdu method) (sign_language_translator.languages.TextLanguage method) (sign_language_translator.text.SignTokenizer method) (sign_language_translator.text.tokenizer.SignTokenizer method) SequenceFrames (class in sign_language_translator.vision.video.video_iterators) set_layers_trainability_() (in module sign_language_translator.models.utils) set_root_dir() (sign_language_translator.config.Assets class method) (sign_language_translator.config.assets.Assets class method) Settings (class in sign_language_translator.config) (class in sign_language_translator.config.settings) shape (sign_language_translator.vision.Landmarks attribute) (sign_language_translator.vision.Landmarks property) (sign_language_translator.vision.landmarks.Landmarks attribute) (sign_language_translator.vision.landmarks.Landmarks property) (sign_language_translator.vision.landmarks.landmarks.Landmarks attribute) (sign_language_translator.vision.landmarks.landmarks.Landmarks property) (sign_language_translator.vision.Video property) (sign_language_translator.vision.video.Video property) (sign_language_translator.vision.video.video.Video property) show() (sign_language_translator.vision.Landmarks method), [1] (sign_language_translator.vision.landmarks.Landmarks method), [1] (sign_language_translator.vision.landmarks.landmarks.Landmarks method), [1] (sign_language_translator.vision.Sign method) (sign_language_translator.vision.sign.sign.Sign method) (sign_language_translator.vision.Video method), [1] (sign_language_translator.vision.video.Video method), [1] (sign_language_translator.vision.video.video.Video method), [1] SHOW_DOWNLOAD_PROGRESS (sign_language_translator.config.Settings attribute) (sign_language_translator.config.settings.Settings attribute) show_frame() (sign_language_translator.vision.Video method), [1] (sign_language_translator.vision.video.Video method), [1] (sign_language_translator.vision.video.video.Video method), [1] show_frames_grid() (sign_language_translator.vision.Video method), [1] (sign_language_translator.vision.video.Video method), [1] (sign_language_translator.vision.video.video.Video method), [1] show_image_plot() (sign_language_translator.vision.video.display.VideoDisplay static method) Sign (class in sign_language_translator.vision) (class in sign_language_translator.vision.sign.sign) sign_embedding_model (sign_language_translator.models.ConcatenativeSynthesis property) (sign_language_translator.models.text_to_sign.concatenative_synthesis.ConcatenativeSynthesis property) (sign_language_translator.models.text_to_sign.ConcatenativeSynthesis property) sign_format (sign_language_translator.models.ConcatenativeSynthesis property) (sign_language_translator.models.text_to_sign.concatenative_synthesis.ConcatenativeSynthesis property) (sign_language_translator.models.text_to_sign.ConcatenativeSynthesis property) (sign_language_translator.models.text_to_sign.t2s_model.TextToSignModel property) (sign_language_translator.models.text_to_sign.TextToSignModel property) (sign_language_translator.models.TextToSignModel property) sign_language (sign_language_translator.models.ConcatenativeSynthesis property) (sign_language_translator.models.text_to_sign.concatenative_synthesis.ConcatenativeSynthesis property) (sign_language_translator.models.text_to_sign.ConcatenativeSynthesis property) (sign_language_translator.models.text_to_sign.t2s_model.TextToSignModel property) (sign_language_translator.models.text_to_sign.TextToSignModel property) (sign_language_translator.models.TextToSignModel property) sign_language_translator module sign_language_translator.cli module, [1] sign_language_translator.config module sign_language_translator.config.assets module sign_language_translator.config.enums module sign_language_translator.config.settings module sign_language_translator.config.utils module sign_language_translator.languages module sign_language_translator.languages.sign module sign_language_translator.languages.sign.mapping_rules module sign_language_translator.languages.sign.pakistan_sign_language module sign_language_translator.languages.sign.sign_language module sign_language_translator.languages.text module sign_language_translator.languages.text.english module sign_language_translator.languages.text.hindi module sign_language_translator.languages.text.text_language module sign_language_translator.languages.text.urdu module sign_language_translator.languages.utils module sign_language_translator.languages.vocab module sign_language_translator.models module sign_language_translator.models.language_models module sign_language_translator.models.language_models.abstract_language_model module sign_language_translator.models.language_models.beam_sampling module sign_language_translator.models.language_models.mixer module sign_language_translator.models.language_models.ngram_language_model module sign_language_translator.models.language_models.transformer_language_model module sign_language_translator.models.language_models.transformer_language_model.layers module sign_language_translator.models.language_models.transformer_language_model.model module sign_language_translator.models.language_models.transformer_language_model.train module sign_language_translator.models.sign_to_text module sign_language_translator.models.text_embedding module sign_language_translator.models.text_embedding.text_embedding_model module sign_language_translator.models.text_embedding.vector_lookup_model module sign_language_translator.models.text_to_sign module sign_language_translator.models.text_to_sign.concatenative_synthesis module sign_language_translator.models.text_to_sign.t2s_model module sign_language_translator.models.utils module sign_language_translator.models.video_embedding module sign_language_translator.models.video_embedding.mediapipe_landmarks_model module sign_language_translator.models.video_embedding.video_embedding_model module sign_language_translator.text module sign_language_translator.text.metrics module sign_language_translator.text.preprocess module sign_language_translator.text.subtitles module sign_language_translator.text.synonyms module sign_language_translator.text.tagger module sign_language_translator.text.tokenizer module sign_language_translator.text.utils module sign_language_translator.utils module sign_language_translator.utils.archive module sign_language_translator.utils.arrays module sign_language_translator.utils.download module sign_language_translator.utils.parallel module sign_language_translator.utils.tree module sign_language_translator.utils.utils module sign_language_translator.vision module sign_language_translator.vision.landmarks module sign_language_translator.vision.landmarks.landmarks module sign_language_translator.vision.sign module sign_language_translator.vision.sign.sign module sign_language_translator.vision.utils module sign_language_translator.vision.video module sign_language_translator.vision.video.display module sign_language_translator.vision.video.transformations module sign_language_translator.vision.video.video module sign_language_translator.vision.video.video_iterators module SignCollections (class in sign_language_translator.config.enums) SignEmbeddingModels (class in sign_language_translator.config.enums) SignFormats (class in sign_language_translator.config.enums) SignLanguage (class in sign_language_translator.languages) (class in sign_language_translator.languages.sign) (class in sign_language_translator.languages.sign.sign_language) SignLanguage.SignDictKeys (class in sign_language_translator.languages) (class in sign_language_translator.languages.sign) (class in sign_language_translator.languages.sign.sign_language) SignLanguages (class in sign_language_translator.config.enums) SIGNS (sign_language_translator.languages.sign.sign_language.SignLanguage.SignDictKeys attribute), [1] (sign_language_translator.languages.sign.SignLanguage.SignDictKeys attribute), [1] (sign_language_translator.languages.SignLanguage.SignDictKeys attribute), [1] SignTokenizer (class in sign_language_translator.text) (class in sign_language_translator.text.tokenizer) similar() (sign_language_translator.models.text_embedding.vector_lookup_model.VectorLookupModel method) (sign_language_translator.models.text_embedding.VectorLookupModel method) (sign_language_translator.models.VectorLookupModel method) source (sign_language_translator.vision.Video property) (sign_language_translator.vision.video.Video property) (sign_language_translator.vision.video.video.Video property) SPACE (sign_language_translator.languages.text.Tags attribute) (sign_language_translator.text.tagger.Tags attribute) (sign_language_translator.text.Tags attribute) SPLIT_TO_COMBINED_CHARACTERS (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) stack() (sign_language_translator.vision.Video class method) (sign_language_translator.vision.Video method) (sign_language_translator.vision.video.Video class method) (sign_language_translator.vision.video.Video method) (sign_language_translator.vision.video.video.Video class method) (sign_language_translator.vision.video.video.Video method) START_OF_SEQUENCE (sign_language_translator.languages.text.Tags attribute) (sign_language_translator.text.tagger.Tags attribute) (sign_language_translator.text.Tags attribute) step_size (sign_language_translator.vision.video.video_iterators.VideoSource property) STOPWORDS (sign_language_translator.languages.sign.pakistan_sign_language.PakistanSignLanguage attribute), [1] (sign_language_translator.languages.sign.PakistanSignLanguage attribute), [1] SUPPORTED_WORD (sign_language_translator.languages.text.Tags attribute) (sign_language_translator.text.tagger.Tags attribute) (sign_language_translator.text.Tags attribute) svd() (sign_language_translator.utils.ArrayOps static method) (sign_language_translator.utils.arrays.ArrayOps static method) SYMBOLS (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) SynonymFinder (class in sign_language_translator.text) (class in sign_language_translator.text.synonyms) synonyms_by_similarity() (sign_language_translator.text.SynonymFinder method), [1] (sign_language_translator.text.synonyms.SynonymFinder method), [1] synonyms_by_translation() (sign_language_translator.text.SynonymFinder method), [1] (sign_language_translator.text.synonyms.SynonymFinder method), [1] T tag() (sign_language_translator.languages.text.english.English method) (sign_language_translator.languages.text.Hindi method) (sign_language_translator.languages.text.hindi.Hindi method) (sign_language_translator.languages.text.text_language.TextLanguage method) (sign_language_translator.languages.text.TextLanguage method) (sign_language_translator.languages.text.Urdu method) (sign_language_translator.languages.text.urdu.Urdu method) (sign_language_translator.languages.TextLanguage method) (sign_language_translator.text.Tagger method) (sign_language_translator.text.tagger.Tagger method) Tagger (class in sign_language_translator.text) (class in sign_language_translator.text.tagger) Tags (class in sign_language_translator.languages.text) (class in sign_language_translator.text) (class in sign_language_translator.text.tagger) take() (sign_language_translator.utils.ArrayOps static method) (sign_language_translator.utils.arrays.ArrayOps static method) text_language (sign_language_translator.models.ConcatenativeSynthesis property) (sign_language_translator.models.text_to_sign.concatenative_synthesis.ConcatenativeSynthesis property) (sign_language_translator.models.text_to_sign.ConcatenativeSynthesis property) (sign_language_translator.models.text_to_sign.t2s_model.TextToSignModel property) (sign_language_translator.models.text_to_sign.TextToSignModel property) (sign_language_translator.models.TextToSignModel property) TextEmbeddingModel (class in sign_language_translator.models) (class in sign_language_translator.models.text_embedding) (class in sign_language_translator.models.text_embedding.text_embedding_model) TextLanguage (class in sign_language_translator.languages) (class in sign_language_translator.languages.text) (class in sign_language_translator.languages.text.text_language) TextLanguages (class in sign_language_translator.config.enums) TextToSignModel (class in sign_language_translator.models) (class in sign_language_translator.models.text_to_sign) (class in sign_language_translator.models.text_to_sign.t2s_model) threaded_map() (in module sign_language_translator.utils) (in module sign_language_translator.utils.parallel) TIME (sign_language_translator.languages.text.Tags attribute) (sign_language_translator.text.tagger.Tags attribute) (sign_language_translator.text.Tags attribute) to() (sign_language_translator.models.language_models.transformer_language_model.model.TransformerLanguageModel method) (sign_language_translator.models.language_models.transformer_language_model.TransformerLanguageModel method) (sign_language_translator.models.language_models.TransformerLanguageModel method) (sign_language_translator.models.TransformerLanguageModel method) token_regex() (sign_language_translator.languages.text.english.English class method) (sign_language_translator.languages.text.Hindi class method) (sign_language_translator.languages.text.hindi.Hindi class method) (sign_language_translator.languages.text.text_language.TextLanguage class method) (sign_language_translator.languages.text.TextLanguage class method) (sign_language_translator.languages.text.Urdu class method) (sign_language_translator.languages.text.urdu.Urdu class method) (sign_language_translator.languages.TextLanguage class method) tokenize() (sign_language_translator.languages.text.english.English method) (sign_language_translator.languages.text.Hindi method) (sign_language_translator.languages.text.hindi.Hindi method) (sign_language_translator.languages.text.text_language.TextLanguage method) (sign_language_translator.languages.text.TextLanguage method) (sign_language_translator.languages.text.Urdu method) (sign_language_translator.languages.text.urdu.Urdu method) (sign_language_translator.languages.TextLanguage method) (sign_language_translator.text.SignTokenizer method) (sign_language_translator.text.tokenizer.SignTokenizer method) tokens_array (sign_language_translator.models.text_embedding.vector_lookup_model.VectorLookupModel property) (sign_language_translator.models.text_embedding.VectorLookupModel property) (sign_language_translator.models.VectorLookupModel property) tokens_to_ids() (sign_language_translator.models.language_models.transformer_language_model.model.TransformerLanguageModel method) (sign_language_translator.models.language_models.transformer_language_model.TransformerLanguageModel method) (sign_language_translator.models.language_models.TransformerLanguageModel method) (sign_language_translator.models.TransformerLanguageModel method) tokens_to_sign_dicts() (sign_language_translator.languages.sign.pakistan_sign_language.PakistanSignLanguage method) (sign_language_translator.languages.sign.PakistanSignLanguage method) (sign_language_translator.languages.sign.sign_language.SignLanguage method), [1] (sign_language_translator.languages.sign.SignLanguage method), [1] (sign_language_translator.languages.SignLanguage method), [1] tolist() (sign_language_translator.vision.Landmarks method), [1] (sign_language_translator.vision.landmarks.Landmarks method), [1] (sign_language_translator.vision.landmarks.landmarks.Landmarks method), [1] top_k() (sign_language_translator.utils.ArrayOps static method) (sign_language_translator.utils.arrays.ArrayOps static method) top_p_top_k_indexes() (in module sign_language_translator.models.utils) torch() (sign_language_translator.vision.Landmarks method), [1] (sign_language_translator.vision.landmarks.Landmarks method), [1] (sign_language_translator.vision.landmarks.landmarks.Landmarks method), [1] (sign_language_translator.vision.Sign method) (sign_language_translator.vision.sign.sign.Sign method) (sign_language_translator.vision.Video method), [1] (sign_language_translator.vision.video.Video method), [1] (sign_language_translator.vision.video.video.Video method), [1] total_frames (sign_language_translator.vision.video.video_iterators.IterableFrames attribute) (sign_language_translator.vision.video.video_iterators.SequenceFrames property) (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames attribute) tqdm_bar (sign_language_translator.utils.ProgressStatusCallback attribute) (sign_language_translator.utils.utils.ProgressStatusCallback attribute) train() (sign_language_translator.models.language_models.ngram_language_model.NgramLanguageModel method) (sign_language_translator.models.language_models.NgramLanguageModel method) (sign_language_translator.models.language_models.transformer_language_model.train.LM_Trainer method) (sign_language_translator.models.NgramLanguageModel method) transform() (sign_language_translator.vision.Landmarks method) (sign_language_translator.vision.landmarks.Landmarks method) (sign_language_translator.vision.landmarks.landmarks.Landmarks method) (sign_language_translator.vision.Sign method) (sign_language_translator.vision.sign.sign.Sign method) (sign_language_translator.vision.Video method), [1] (sign_language_translator.vision.video.Video method), [1] (sign_language_translator.vision.video.video.Video method), [1] TRANSFORMER_LM_UR_SUPPORTED (sign_language_translator.config.enums.ModelCodes attribute) TransformerLanguageModel (class in sign_language_translator.models) (class in sign_language_translator.models.language_models) (class in sign_language_translator.models.language_models.transformer_language_model) (class in sign_language_translator.models.language_models.transformer_language_model.model) translate() (sign_language_translator.models.ConcatenativeSynthesis method) (sign_language_translator.models.text_to_sign.concatenative_synthesis.ConcatenativeSynthesis method) (sign_language_translator.models.text_to_sign.ConcatenativeSynthesis method) (sign_language_translator.models.text_to_sign.t2s_model.TextToSignModel method) (sign_language_translator.models.text_to_sign.TextToSignModel method) (sign_language_translator.models.TextToSignModel method) (sign_language_translator.text.SynonymFinder method), [1] (sign_language_translator.text.synonyms.SynonymFinder method), [1] translator (sign_language_translator.text.SynonymFinder attribute) (sign_language_translator.text.SynonymFinder property) (sign_language_translator.text.synonyms.SynonymFinder attribute) (sign_language_translator.text.synonyms.SynonymFinder property) tree() (in module sign_language_translator.utils) (in module sign_language_translator.utils.tree) trim() (sign_language_translator.vision.Video method), [1] (sign_language_translator.vision.video.Video method), [1] (sign_language_translator.vision.video.video.Video method), [1] U UNALLOWED_CHARACTERS_REGEX (sign_language_translator.languages.text.Hindi attribute) (sign_language_translator.languages.text.hindi.Hindi attribute) (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) UNICODE_RANGE (sign_language_translator.languages.text.Hindi attribute) (sign_language_translator.languages.text.hindi.Hindi attribute) (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) update() (sign_language_translator.models.text_embedding.vector_lookup_model.VectorLookupModel method) (sign_language_translator.models.text_embedding.VectorLookupModel method) (sign_language_translator.models.VectorLookupModel method) update_frequencies() (sign_language_translator.text.metrics.Perplexity method) Urdu (class in sign_language_translator.languages.text) (class in sign_language_translator.languages.text.urdu) URDU (sign_language_translator.config.enums.TextLanguages attribute) url (sign_language_translator.languages.vocab.MappingDataset attribute) urls_file_dir (sign_language_translator.config.Assets attribute) (sign_language_translator.config.assets.Assets attribute) use_cache (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames attribute) V validate() (sign_language_translator.models.language_models.transformer_language_model.train.LM_Trainer method) VectorLookupModel (class in sign_language_translator.models) (class in sign_language_translator.models.text_embedding) (class in sign_language_translator.models.text_embedding.vector_lookup_model) Video (class in sign_language_translator.vision) (class in sign_language_translator.vision.video) (class in sign_language_translator.vision.video.video) VIDEO (sign_language_translator.config.enums.SignFormats attribute) VideoCaptureFrames (class in sign_language_translator.vision.video.video_iterators) VideoDisplay (class in sign_language_translator.vision.video.display) VideoEmbeddingModel (class in sign_language_translator.models) (class in sign_language_translator.models.video_embedding) (class in sign_language_translator.models.video_embedding.video_embedding_model) VideoEmbeddingPipeline (class in sign_language_translator.models.utils) VideoFrames (class in sign_language_translator.vision.video.video_iterators) VideoSource (class in sign_language_translator.vision.video.video_iterators) Vocab (class in sign_language_translator.languages) (class in sign_language_translator.languages.vocab) W WEIGHTS (sign_language_translator.languages.sign.sign_language.SignLanguage.SignDictKeys attribute), [1] (sign_language_translator.languages.sign.SignLanguage.SignDictKeys attribute), [1] (sign_language_translator.languages.SignLanguage.SignDictKeys attribute), [1] width (sign_language_translator.vision.Video property) (sign_language_translator.vision.video.Video property) (sign_language_translator.vision.video.video.Video property) (sign_language_translator.vision.video.video_iterators.IterableFrames property) (sign_language_translator.vision.video.video_iterators.SequenceFrames property) (sign_language_translator.vision.video.video_iterators.VideoCaptureFrames property) (sign_language_translator.vision.video.video_iterators.VideoFrames property) (sign_language_translator.vision.video.video_iterators.VideoSource property) wikipedia_preprocessor() (sign_language_translator.languages.text.Urdu static method) (sign_language_translator.languages.text.urdu.Urdu static method) WORD (sign_language_translator.languages.text.Tags attribute) (sign_language_translator.text.tagger.Tags attribute) (sign_language_translator.text.Tags attribute) WORD_REGEX (sign_language_translator.languages.text.Hindi attribute) (sign_language_translator.languages.text.hindi.Hindi attribute) (sign_language_translator.languages.text.Urdu attribute) (sign_language_translator.languages.text.urdu.Urdu attribute) WORDLESS (sign_language_translator.languages.text.Tags attribute) (sign_language_translator.text.tagger.Tags attribute) (sign_language_translator.text.Tags attribute)