仁迷
2022-12-29 da98950b422bd14d2c9357a878c19268b196b9c0
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
# Copyright NeMo (https://github.com/NVIDIA/NeMo). All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
 
import pynini
from fun_text_processing.text_normalization.en.graph_utils import DAMO_NOT_QUOTE, GraphFst, delete_space
from pynini.lib import pynutil
 
 
class TimeFst(GraphFst):
    """
    Finite state transducer for verbalizing time
        e.g. time { hours: "02:15" } -> "02:15"
    """
 
    def __init__(self):
        super().__init__(name="time", kind="verbalize")
        hour = (
            pynutil.delete("hours: ") + pynutil.delete("\"") + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete("\"")
        )
        minutes = (
            pynutil.delete("minutes: ")
            + pynutil.delete("\"")
            + pynini.closure(DAMO_NOT_QUOTE, 1)
            + pynutil.delete("\"")
        )
 
        graph_preserve_order = pynutil.delete("hours: \"") + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete("\"")
 
        # for cases that require permutations for the correct verbalization
        graph_reverse_order = hour + delete_space + pynutil.insert(":") + minutes + delete_space
 
        graph = graph_preserve_order | graph_reverse_order
        delete_tokens = self.delete_tokens(graph)
        self.fst = delete_tokens.optimize()