import pynini from fun_text_processing.text_normalization.de.utils import get_abs_path from fun_text_processing.text_normalization.en.graph_utils import ( DAMO_NOT_QUOTE, DAMO_SIGMA, GraphFst, delete_preserve_order, insert_space, ) from pynini.lib import pynutil class ElectronicFst(GraphFst): """ Finite state transducer for verbalizing electronic e.g. electronic { username: "abc" domain: "hotmail.com" } -> "a b c at hotmail punkt com" -> "a b c at h o t m a i l punkt c o m" -> "a b c at hotmail punkt c o m" -> "a b c at h o t m a i l punkt com" 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="electronic", kind="verbalize", deterministic=deterministic) graph_digit_no_zero = pynini.invert( pynini.string_file(get_abs_path("data/numbers/digit.tsv")) ).optimize() | pynini.cross("1", "eins") graph_zero = pynini.invert( pynini.string_file(get_abs_path("data/numbers/zero.tsv")) ).optimize() graph_digit = graph_digit_no_zero | graph_zero graph_symbols = pynini.string_file(get_abs_path("data/electronic/symbols.tsv")).optimize() server_common = pynini.string_file(get_abs_path("data/electronic/server_name.tsv")) domain_common = pynini.string_file(get_abs_path("data/electronic/domain.tsv")) def add_space_after_char(): return pynini.closure(DAMO_NOT_QUOTE - pynini.accep(" ") + insert_space) + ( DAMO_NOT_QUOTE - pynini.accep(" ") ) verbalize_characters = pynini.cdrewrite(graph_symbols | graph_digit, "", "", DAMO_SIGMA) user_name = pynutil.delete('username: "') + add_space_after_char() + pynutil.delete('"') user_name @= verbalize_characters convert_defaults = ( pynutil.add_weight(DAMO_NOT_QUOTE, weight=0.0001) | domain_common | server_common ) domain = convert_defaults + pynini.closure(insert_space + convert_defaults) domain @= verbalize_characters domain = pynutil.delete('domain: "') + domain + pynutil.delete('"') protocol = ( pynutil.delete('protocol: "') + add_space_after_char() @ pynini.cdrewrite(graph_symbols, "", "", DAMO_SIGMA) + pynutil.delete('"') ) self.graph = (pynini.closure(protocol + pynini.accep(" "), 0, 1) + domain) | ( user_name + pynini.accep(" ") + pynutil.insert("at ") + domain ) delete_tokens = self.delete_tokens(self.graph + delete_preserve_order) self.fst = delete_tokens.optimize()