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- import pynini
- from fun_text_processing.text_normalization.en.graph_utils import (
- DAMO_CHAR,
- DAMO_DIGIT,
- GraphFst,
- delete_space,
- insert_space,
- )
- from pynini.lib import pynutil
- class TimeFst(GraphFst):
- """
- Finite state transducer for verbalizing time,
- e.g. time { hours: "la 1" minutes: "10" } -> la 1:10
- e.g. time { hours: "la 1" minutes: "45" } -> la 1:45
- """
- def __init__(self):
- super().__init__(name="time", kind="verbalize")
- add_leading_zero_to_double_digit = (DAMO_DIGIT + DAMO_DIGIT) | (pynutil.insert("0") + DAMO_DIGIT)
- # hour includes preposition ("la" or "las")
- hour = (
- pynutil.delete("hours:")
- + delete_space
- + pynutil.delete("\"")
- + pynini.union("la ", "las ")
- + pynini.closure(DAMO_DIGIT, 1)
- + pynutil.delete("\"")
- )
- minute = (
- pynutil.delete("minutes:")
- + delete_space
- + pynutil.delete("\"")
- + pynini.closure(DAMO_DIGIT, 1)
- + pynutil.delete("\"")
- )
- suffix = (
- delete_space
- + insert_space
- + pynutil.delete("suffix:")
- + delete_space
- + pynutil.delete("\"")
- + pynini.closure(DAMO_CHAR - " ", 1)
- + pynutil.delete("\"")
- )
- optional_suffix = pynini.closure(suffix, 0, 1)
- zone = (
- delete_space
- + insert_space
- + pynutil.delete("zone:")
- + delete_space
- + pynutil.delete("\"")
- + pynini.closure(DAMO_CHAR - " ", 1)
- + pynutil.delete("\"")
- )
- optional_zone = pynini.closure(zone, 0, 1)
- graph = (
- hour
- + delete_space
- + pynutil.insert(":")
- + (minute @ add_leading_zero_to_double_digit)
- + optional_suffix
- + optional_zone
- )
- delete_tokens = self.delete_tokens(graph)
- self.fst = delete_tokens.optimize()
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