English to guyanese creole translator install#

It was fine tuned using a combination of a custom dataset and creolised JFLEG dataset. This model utilises T5-base pre-trained model. First Parser for the Trinidad English Creole Language.file_encode ( 'test.csv', 'csv' ) # Generates a translated csv file file_encode ( 'test.json', 'json' ) # Generates a translated json file convert = cb. file_encode ( 'test.txt', 'text' ) # Generates a translated text file convert = cb.

The file encoding feature only supports txt, json or csv files only. This allows a dataset of any supported filetype to be translated into Trinidad English Creole. remove_signs(): Takes any sentence and remove punctuation marks.Ĭaribe introduces file encoding (Beta) in version 0.1.0.pos_report(): Generates parts of speech tagging on english words.caribe_pos(): Generates parts of speech tagging on creole words.capitalize(): Capitalize groups of sentences using an NLP model.trinidad_direct_translation(): Translates Trinidad English Creole to English.guyanese_encode(): Encodes a sentence to Guyanese English Creole.trinidad_encode(): Encodes a sentence to Trinidadian English Creole.t5_kes_corrector(): Corrects grammatical errors in a sentence using a trained NLP model.caribe_corrector(): Corrects grammatical errors in a sentence using a trained NLP model.phrase_decode(): Decodes the sentence against known creole phrases.trinidad_decode_split(): Decodes the sentence word by word.guyanese_decode(): Decodes the sentence as a whole string.trinidad_decode() : Decodes the sentence as a whole string.capitalize ( sentence ) print ( capitalized_text ) # Output: John is a boy. his sister's name is Joy.' capitalized_text = cb. #Sample 7 Using Caribe sentence capitalization model import Caribe as cb sentence = 'john is a boy. t5_kes_corrector ( decoded ) print ( correction ) # Output: I want a phone for christmas. trinidad_decode ( sentence ) correction = cb. #Sample 7 Using t5_kes_corrector and decoder import Caribe as cb sentence = 'Ah want ah phone for d christmas' decoded = cb. Sample 7: Sentence Correction using Decoder and T5-KES. t5_kes_corrector ( sentence ) print ( correction ) # Output: What are you doing for christmas? #Sample 6 Using t5_kes_corrector import Caribe as cb sentence = 'Wat you doin for d the christmas' correction = cb. Sample 6: Sentence Correction using T5-KES. remove_signs ( sentence ) print ( analyse ) # Outputs: My aunt Shelly is a lawyer #Sample 5 import Caribe as cb sentence = 'My aunt, Shelly is a lawyer!' analyse = cb. caribe_pos ( sentence ) print ( output ) # Outputs: #Sample 4 import Caribe as cb sentence = 'wat iz de time there' analyse = cb. Sample 4: Makes parts of speech tagging on creole words. caribe_corrector ( sentence ) print ( standard ) # Outputs: I am playing football outside #Sample 3 import Caribe as cb sentence = 'I am playin fotball outsde' standard = cb. Sample 3: Checks the sentence for any grammatical errors or incomplete words and corrects it. phrase_decode ( sentence ) print ( standard ) # Outputs: How are you Sample 2: Checks the trinidad english creole input against existing known phrases # Sample 2 import Caribe as cb sentence = 'Waz de scene' standard = cb. caribe_corrector ( standard ) print ( fixed ) #Output: They have their reasons. phrase_decode ( sentence ) standard = cb. # Sample 1 import Caribe as cb sentence = 'Dey have dey reasons' standard = cb. A corrector is used to check and fix small grammatical errors. Sample 1: Checks the english creole input against existing known creole phrases before decoding the sentence into a more standardized version of English language. gec_translate ()) #Output: Me and my cousin want a job. translate ()) #Output: Weh yuh going nowįrom Caribe import guyanese as gy text = 'Me and meh kozn waan ah job' output = gy. Import Caribe as cb text = 'Where are you going now?' output = cb. tec_translate ()) #Output: These men do not know what they are doing with the money. Import Caribe as cb text = 'Dem men doh kno wat dey doing wid d money bai' output = cb.

English to guyanese creole translator install#

Use the below command to install package/library pip install Caribe This is a natural processing python library takes Caribbean English Creoles and converts it to Standard English.įuture updates would include the conversion of other Caribbean English Creole languages to Standard English and additional natural language processing methods.