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import pynini
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from fun_text_processing.text_normalization.en.graph_utils import (
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DAMO_NOT_QUOTE,
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DAMO_SIGMA,
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GraphFst,
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delete_preserve_order,
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delete_space,
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insert_space,
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)
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from fun_text_processing.text_normalization.es.utils import get_abs_path
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from pynini.lib import pynutil
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alt_minutes = pynini.string_file(get_abs_path("data/time/alt_minutes.tsv"))
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morning_times = pynini.string_file(get_abs_path("data/time/morning_times.tsv"))
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afternoon_times = pynini.string_file(get_abs_path("data/time/afternoon_times.tsv"))
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evening_times = pynini.string_file(get_abs_path("data/time/evening_times.tsv"))
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class TimeFst(GraphFst):
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"""
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Finite state transducer for verbalizing time, e.g.
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time { hours: "doce" minutes: "media" suffix: "a m" } -> doce y media de la noche
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time { hours: "doce" } -> twelve o'clock
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Args:
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deterministic: if True will provide a single transduction option,
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for False multiple transduction are generated (used for audio-based normalization)
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"""
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def __init__(self, deterministic: bool = True):
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super().__init__(name="time", kind="verbalize", deterministic=deterministic)
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change_minutes = pynini.cdrewrite(alt_minutes, pynini.accep("[BOS]"), pynini.accep("[EOS]"), DAMO_SIGMA)
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morning_phrases = pynini.cross("am", "de la mañana")
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afternoon_phrases = pynini.cross("pm", "de la tarde")
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evening_phrases = pynini.cross("pm", "de la noche")
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# For the 12's
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mid_times = pynini.accep("doce")
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mid_phrases = (
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pynini.string_map([("pm", "del mediodía"), ("am", "de la noche")])
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if deterministic
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else pynini.string_map(
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[
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("pm", "de la mañana"),
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("pm", "del día"),
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("pm", "del mediodía"),
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("am", "de la noche"),
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("am", "de la medianoche"),
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]
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)
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)
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hour = (
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pynutil.delete("hours:")
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+ delete_space
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+ pynutil.delete("\"")
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+ pynini.closure(DAMO_NOT_QUOTE, 1)
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+ pynutil.delete("\"")
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)
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minute = (
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pynutil.delete("minutes:")
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+ delete_space
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+ pynutil.delete("\"")
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+ pynini.closure(DAMO_NOT_QUOTE, 1)
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+ pynutil.delete("\"")
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)
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minute = (minute @ change_minutes) if deterministic else pynini.union(minute, minute @ change_minutes)
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suffix = (
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pynutil.delete("suffix:")
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+ delete_space
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+ pynutil.delete("\"")
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+ pynini.closure(DAMO_NOT_QUOTE, 1)
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+ pynutil.delete("\"")
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)
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zone = (
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pynutil.delete("zone:")
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+ delete_space
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+ pynutil.delete("\"")
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+ pynini.closure(DAMO_NOT_QUOTE, 1)
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+ pynutil.delete("\"")
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)
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optional_zone = pynini.closure(delete_space + insert_space + zone, 0, 1)
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second = (
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pynutil.delete("seconds:")
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+ delete_space
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+ pynutil.delete("\"")
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+ pynini.closure(DAMO_NOT_QUOTE, 1)
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+ pynutil.delete("\"")
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)
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graph_hms = (
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hour
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+ pynutil.insert(" horas ")
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+ delete_space
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+ minute
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+ pynutil.insert(" minutos y ")
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+ delete_space
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+ second
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+ pynutil.insert(" segundos")
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)
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graph_hm = hour + delete_space + pynutil.insert(" y ") + minute
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graph_hm |= pynini.union(
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(hour @ morning_times)
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+ delete_space
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+ pynutil.insert(" y ")
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+ minute
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+ delete_space
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+ insert_space
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+ (suffix @ morning_phrases),
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(hour @ afternoon_times)
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+ delete_space
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+ pynutil.insert(" y ")
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+ minute
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+ delete_space
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+ insert_space
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+ (suffix @ afternoon_phrases),
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(hour @ evening_times)
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+ delete_space
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+ pynutil.insert(" y ")
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+ minute
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+ delete_space
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+ insert_space
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+ (suffix @ evening_phrases),
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(hour @ mid_times)
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+ delete_space
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+ pynutil.insert(" y ")
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+ minute
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+ delete_space
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+ insert_space
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+ (suffix @ mid_phrases),
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)
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graph_h = pynini.union(
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hour,
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(hour @ morning_times) + delete_space + insert_space + (suffix @ morning_phrases),
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(hour @ afternoon_times) + delete_space + insert_space + (suffix @ afternoon_phrases),
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(hour @ evening_times) + delete_space + insert_space + (suffix @ evening_phrases),
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(hour @ mid_times) + delete_space + insert_space + (suffix @ mid_phrases),
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)
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graph = (graph_hms | graph_hm | graph_h) + optional_zone
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if not deterministic:
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graph_style_1 = pynutil.delete(" style: \"1\"")
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graph_style_2 = pynutil.delete(" style: \"2\"")
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graph_menos = hour + delete_space + pynutil.insert(" menos ") + minute + graph_style_1
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graph_menos |= (
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(hour @ morning_times)
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+ delete_space
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+ pynutil.insert(" menos ")
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+ minute
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+ delete_space
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+ insert_space
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+ (suffix @ morning_phrases)
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+ graph_style_1
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)
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graph_menos |= (
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(hour @ afternoon_times)
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+ delete_space
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+ pynutil.insert(" menos ")
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+ minute
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+ delete_space
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+ insert_space
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+ (suffix @ afternoon_phrases)
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+ graph_style_1
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)
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graph_menos |= (
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(hour @ evening_times)
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+ delete_space
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+ pynutil.insert(" menos ")
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+ minute
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+ delete_space
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+ insert_space
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+ (suffix @ evening_phrases)
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+ graph_style_1
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)
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graph_menos |= (
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(hour @ mid_times)
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+ delete_space
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+ pynutil.insert(" menos ")
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+ minute
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+ delete_space
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+ insert_space
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+ (suffix @ mid_phrases)
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+ graph_style_1
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)
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graph_menos += optional_zone
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graph_para = minute + pynutil.insert(" para las ") + delete_space + hour + graph_style_2
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graph_para |= (
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minute
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+ pynutil.insert(" para las ")
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+ delete_space
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+ (hour @ morning_times)
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+ delete_space
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+ insert_space
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+ (suffix @ morning_phrases)
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+ graph_style_2
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)
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graph_para |= (
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minute
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+ pynutil.insert(" para las ")
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+ delete_space
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+ (hour @ afternoon_times)
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+ delete_space
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+ insert_space
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+ (suffix @ afternoon_phrases)
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+ graph_style_2
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)
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graph_para |= (
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minute
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+ pynutil.insert(" para las ")
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+ delete_space
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+ (hour @ evening_times)
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+ delete_space
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+ insert_space
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+ (suffix @ evening_phrases)
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+ graph_style_2
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)
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graph_para |= (
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minute
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+ pynutil.insert(" para las ")
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+ delete_space
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+ (hour @ mid_times)
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+ delete_space
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+ insert_space
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+ (suffix @ mid_phrases)
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+ graph_style_2
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)
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graph_para += optional_zone
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graph_para @= pynini.cdrewrite(
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pynini.cross(" las ", " la "), "para", "una", DAMO_SIGMA
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) # Need agreement with one
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graph |= graph_menos | graph_para
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delete_tokens = self.delete_tokens(graph + delete_preserve_order)
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self.fst = delete_tokens.optimize()
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