import pynini from fun_text_processing.text_normalization.en.graph_utils import ( DAMO_NOT_QUOTE, GraphFst, delete_preserve_order, ) from pynini.lib import pynutil class MoneyFst(GraphFst): """ Finite state transducer for verbalizing money, e.g. money { currency_maj: "euro" integer_part: "ein"} -> "ein euro" money { currency_maj: "euro" integer_part: "eins" fractional_part: "null null eins"} -> "eins komma null null eins euro" money { integer_part: "ein" currency_maj: "pfund" fractional_part: "vierzig" preserve_order: true} -> "ein pfund vierzig" money { integer_part: "ein" currency_maj: "pfund" fractional_part: "vierzig" currency_min: "pence" preserve_order: true} -> "ein pfund vierzig pence" money { fractional_part: "ein" currency_min: "penny" preserve_order: true} -> "ein penny" money { currency_maj: "pfund" integer_part: "null" fractional_part: "null eins" quantity: "million"} -> "null komma null eins million pfund" 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) keep_space = pynini.accep(" ") maj = ( pynutil.delete('currency_maj: "') + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete('"') ) min = ( pynutil.delete('currency_min: "') + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete('"') ) 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("und "), 0, 1) # *** currency_maj graph_integer = integer_part + keep_space + maj # *** currency_maj + (***) | ((und) *** current_min) graph_integer_with_minor = ( integer_part + keep_space + maj + keep_space + (fractional_part | (optional_add_and + fractional_part + keep_space + min)) + delete_preserve_order ) # *** komma *** currency_maj graph_decimal = decimal.fst + keep_space + maj # *** current_min graph_minor = fractional_part + keep_space + min + delete_preserve_order graph = graph_integer | graph_integer_with_minor | graph_decimal | graph_minor delete_tokens = self.delete_tokens(graph) self.fst = delete_tokens.optimize()