FunASR/fun_text_processing/text_normalization/de/verbalizers/decimal.py

# 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.de.taggers.decimal import quantities
from fun_text_processing.text_normalization.en.graph_utils import (
    DAMO_NOT_QUOTE,
    GraphFst,
    delete_preserve_order,
    insert_space,
)
from pynini.lib import pynutil


class DecimalFst(GraphFst):
    """
    Finite state transducer for classifying decimal, e.g. 
        decimal { negative: "true" integer_part: "elf"  fractional_part: "vier null sechs" quantity: "billionen" } -> minus elf komma vier null sechs billionen  
        decimal { integer_part: "eins" quantity: "billion" } -> eins billion

    """

    def __init__(self, deterministic: bool = True):
        super().__init__(name="decimal", kind="classify", deterministic=deterministic)

        delete_space = pynutil.delete(" ")
        self.optional_sign = pynini.closure(pynini.cross("negative: \"true\"", "minus ") + delete_space, 0, 1)
        self.integer = pynutil.delete("integer_part: \"") + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete("\"")
        self.fractional_default = (
            pynutil.delete("fractional_part: \"") + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete("\"")
        )

        self.fractional = pynutil.insert(" komma ") + self.fractional_default

        self.quantity = (
            delete_space + insert_space + pynutil.delete("quantity: \"") + quantities + pynutil.delete("\"")
        )
        self.optional_quantity = pynini.closure(self.quantity, 0, 1)

        graph = self.optional_sign + (
            self.integer + self.quantity | self.integer + delete_space + self.fractional + self.optional_quantity
        )

        self.numbers = graph
        graph += delete_preserve_order
        delete_tokens = self.delete_tokens(graph)
        self.fst = delete_tokens.optimize()