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 ( shift_cardinal_gender, strip_cardinal_apocope, ) from fun_text_processing.text_normalization.es.utils import get_abs_path from pynini.lib import pynutil fem = pynini.string_file((get_abs_path("data/money/currency_plural_fem.tsv"))) masc = pynini.string_file((get_abs_path("data/money/currency_plural_masc.tsv"))) fem_singular = pynini.project(fem, "input") masc_singular = pynini.project(masc, "input") fem_plural = pynini.project(fem, "output") masc_plural = pynini.project(masc, "output") class MoneyFst(GraphFst): """ Finite state transducer for verbalizing money, e.g. money { currency_maj: "euro" integer_part: "un"} -> "un euro" money { currency_maj: "euro" integer_part: "un" fractional_part: "cero cero un"} -> "uno coma cero cero uno euros" money { integer_part: "un" currency_maj: "libra" fractional_part: "cuarenta" preserve_order: true} -> "una libra cuarenta" money { integer_part: "un" currency_maj: "libra" fractional_part: "cuarenta" currency_min: "peniques" preserve_order: true} -> "una libra con cuarenta peniques" money { fractional_part: "un" currency_min: "penique" preserve_order: true} -> "un penique" Args: decimal: GraphFst deterministic: if True will provide a single transduction option, for False multiple transduction are generated (used for audio-based normalization) """ def __init__(self, decimal: GraphFst, deterministic: bool = True): super().__init__(name="money", kind="verbalize", deterministic=deterministic) maj_singular_masc = ( pynutil.delete('currency_maj: "') + (pynini.closure(DAMO_NOT_QUOTE, 1) @ masc_singular) + pynutil.delete('"') ) maj_singular_fem = ( pynutil.delete('currency_maj: "') + (pynini.closure(DAMO_NOT_QUOTE, 1) @ fem_singular) + pynutil.delete('"') ) maj_plural_masc = ( pynutil.delete('currency_maj: "') + (pynini.closure(DAMO_NOT_QUOTE, 1) @ masc_plural) + pynutil.delete('"') ) maj_plural_fem = ( pynutil.delete('currency_maj: "') + (pynini.closure(DAMO_NOT_QUOTE, 1) @ fem_plural) + pynutil.delete('"') ) maj_masc = maj_plural_masc | maj_singular_masc # Tagger kept quantity resolution stable maj_fem = maj_plural_fem | maj_singular_fem min_singular_masc = ( pynutil.delete('currency_min: "') + (pynini.closure(DAMO_NOT_QUOTE, 1) @ masc_singular) + pynutil.delete('"') ) min_singular_fem = ( pynutil.delete('currency_min: "') + (pynini.closure(DAMO_NOT_QUOTE, 1) @ fem_singular) + pynutil.delete('"') ) min_plural_masc = ( pynutil.delete('currency_min: "') + (pynini.closure(DAMO_NOT_QUOTE, 1) @ masc_plural) + pynutil.delete('"') ) min_plural_fem = ( pynutil.delete('currency_min: "') + (pynini.closure(DAMO_NOT_QUOTE, 1) @ fem_plural) + pynutil.delete('"') ) min_masc = min_plural_masc | min_singular_masc min_fem = min_plural_fem | min_singular_fem fractional_part = ( pynutil.delete('fractional_part: "') + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete('"') ) integer_part = ( pynutil.delete('integer_part: "') + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete('"') ) optional_add_and = pynini.closure(pynutil.insert(pynini.union("con ", "y ")), 0, 1) # *** currency_maj graph_integer_masc = integer_part + DAMO_SPACE + maj_masc graph_integer_fem = shift_cardinal_gender(integer_part) + DAMO_SPACE + maj_fem graph_integer = graph_integer_fem | graph_integer_masc # *** currency_maj + (***) | ((con) *** current_min) graph_integer_with_minor_masc = ( graph_integer_masc + DAMO_SPACE + pynini.union( optional_add_and + strip_cardinal_apocope(fractional_part), (optional_add_and + fractional_part + DAMO_SPACE + min_masc), (optional_add_and + shift_cardinal_gender(fractional_part) + DAMO_SPACE + min_fem), ) # Could be minor currency that is different gender + delete_preserve_order ) graph_integer_with_minor_fem = ( graph_integer_fem + DAMO_SPACE + pynini.union( optional_add_and + shift_cardinal_gender(fractional_part), (optional_add_and + fractional_part + DAMO_SPACE + min_masc), (optional_add_and + shift_cardinal_gender(fractional_part) + DAMO_SPACE + min_fem), ) # Could be minor currency that is different gender + delete_preserve_order ) graph_integer_with_minor = graph_integer_with_minor_fem | graph_integer_with_minor_masc ## *** coma *** currency_maj graph_decimal_masc = decimal.graph_masc + DAMO_SPACE + maj_masc graph_decimal_fem = decimal.graph_fem graph_decimal_fem |= ( decimal.numbers_only_quantity ) # can still have "x billions" with fem currency graph_decimal_fem += DAMO_SPACE + maj_fem graph_decimal = graph_decimal_fem | graph_decimal_masc graph_decimal = ( pynini.cdrewrite( pynutil.insert(" de"), 'quantity: "' + pynini.closure(DAMO_NOT_QUOTE, 1), '"', DAMO_SIGMA, ) @ graph_decimal ) # formally it's millones/billones de *** # *** current_min graph_minor_masc = fractional_part + DAMO_SPACE + min_masc + delete_preserve_order graph_minor_fem = ( shift_cardinal_gender(fractional_part) + DAMO_SPACE + min_fem + delete_preserve_order ) graph_minor = graph_minor_fem | graph_minor_masc graph = graph_integer | graph_integer_with_minor | graph_decimal | graph_minor delete_tokens = self.delete_tokens(graph) self.fst = delete_tokens.optimize()