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- 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()
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