import pynini from fun_text_processing.text_normalization.en.graph_utils import ( DAMO_NOT_QUOTE, DAMO_SIGMA, DAMO_SPACE, GraphFst, delete_preserve_order, ) from fun_text_processing.text_normalization.es.graph_utils import strip_cardinal_apocope from fun_text_processing.text_normalization.es.taggers.date import articles from pynini.lib import pynutil class DateFst(GraphFst): """ Finite state transducer for verbalizing date, e.g. date { day: "treinta y uno" month: "marzo" year: "dos mil" } -> "treinta y uno de marzo de dos mil" date { day: "uno" month: "mayo" year: "del mil novecientos noventa" } -> "primero de mayo del mil novecientos noventa" Args: deterministic: if True will provide a single transduction option, for False multiple transduction are generated (used for audio-based normalization) """ def __init__(self, deterministic: bool = True): super().__init__(name="date", kind="verbalize", deterministic=deterministic) day_cardinal = ( pynutil.delete('day: "') + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete('"') ) day = strip_cardinal_apocope(day_cardinal) primero = pynini.cdrewrite(pynini.cross("uno", "primero"), "[BOS]", "[EOS]", DAMO_SIGMA) day = ( (day @ primero) if deterministic else pynini.union(day, day @ primero) ) # Primero for first day is traditional, but will vary depending on region month = pynutil.delete('month: "') + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete('"') year = ( pynutil.delete('year: "') + articles + DAMO_SPACE + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete('"') ) # Insert preposition if wasn't originally with the year. This would mean a space was present year = pynutil.add_weight(year, -0.001) year |= ( pynutil.delete('year: "') + pynutil.insert("de ") + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete('"') ) # day month year graph_dmy = ( day + pynini.cross(DAMO_SPACE, " de ") + month + pynini.closure(pynini.accep(" ") + year, 0, 1) ) graph_mdy = month + DAMO_SPACE + day + pynini.closure(DAMO_SPACE + year, 0, 1) if deterministic: graph_mdy += pynutil.delete( " preserve_order: true" ) # Only accepts this if was explicitly passed self.graph = graph_dmy | graph_mdy final_graph = self.graph + delete_preserve_order delete_tokens = self.delete_tokens(final_graph) self.fst = delete_tokens.optimize()