### Normalization functions ### from sprakbanken_normalizer.inverse_text_normalizer import inv_normalize import re def filter_backslash(text, left=True): """Substitute backslash notation with the word to the left or right of it.""" regx = re.compile(r"\b([\w_-]+)\\([\w_-]+)\b") if left: return regx.sub(r"\1", text) else: return regx.sub(r"\2", text) def remove_repeats(text): """Remove repeated words.""" return re.sub(r"\b(\w+\s+)(\1){1,10}", "\1", text) def bracket_metatags(text): """Enclose unintelligible, foreign, overlapping and unknown words in angle brackets.""" regx = re.compile(r"%(unint|foreign|unk|overlapping)") return regx.sub(r"<\1>", text) def remove_metatags(text): """Remove metatags for hesitations, laughter, paralinguistic sounds etc.""" return re.sub(r"%\w+\s", "", text) def remove_percentage_sign(text): """Remove percentage sign.""" return re.sub(r"%", "", text) def remove_false_starts(text): """Remove annotations of false starts and interruptions.""" return re.sub(r"\s\w+£", "", text) def remove_pound_sign(text): """Remove pound sign.""" return re.sub(r"£", "", text) def replace_underscore(text): """Replace underscore with a single whitespace.""" return re.sub(r"_", " ", text) def remove_punctuation(text): """Remove punctuation.""" return re.sub(r"[,\.\!\'-]", "", text) def normalize_number_words(text): """Normalize number words to integers.""" # TODO: convert hyphenated year-words to integers # TODO: deal with punctuation at the end inv_norm = inv_normalize(text) return inv_norm def normalize_transcription(transcription: str, config="annotations"): """Normalize transcriptions according to orthographic standards, or verbatim.""" t = transcription if config == "annotations": # Nothing to do, return as is return t if config == "orthographic": t = remove_metatags(t) t = remove_false_starts(t) t = re.sub(r"CO-to", "CO2", t) t = filter_backslash(t, left=False) t = normalize_number_words(t) elif config == "verbatim": t = bracket_metatags(t) t = remove_percentage_sign(t) t = remove_pound_sign(t) t = re.sub(r"C_O-to", "C O to", t) ## NB! "dette C_O-to-pro..." becomes "dette C O topros..." # TODO: handle hyphens instead of removing them? t = filter_backslash(t, left=True) t = remove_punctuation(t) t = replace_underscore(t) return t