import pynini from fun_text_processing.text_normalization.en.graph_utils import ( DAMO_NOT_QUOTE, GraphFst, delete_extra_space, delete_preserve_order, ) from pynini.lib import pynutil class MoneyFst(GraphFst): """ Finite state transducer for verbalizing money, e.g. money { integer_part: "twelve" fractional_part: "o five" currency: "dollars" } -> twelve o five dollars Args: decimal: DecimalFst 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 = decimal.integer # *** currency_maj graph_integer = integer_part + keep_space + maj # *** currency_maj + (***) | ((and) *** current_min) fractional = fractional_part + delete_extra_space + min if not deterministic: fractional |= pynutil.insert("and ") + fractional graph_integer_with_minor = ( integer_part + keep_space + maj + keep_space + fractional + delete_preserve_order ) # *** point *** currency_maj graph_decimal = decimal.numbers + keep_space + maj # *** current_min graph_minor = fractional_part + delete_extra_space + min + delete_preserve_order graph = graph_integer | graph_integer_with_minor | graph_decimal | graph_minor if not deterministic: graph |= graph_integer + delete_preserve_order delete_tokens = self.delete_tokens(graph) self.fst = delete_tokens.optimize()