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Factory

TranscriberFactoryABC

Bases: ABC

Source code in asrbench\transcribers\abc_factory.py 
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class TranscriberFactoryABC(ABC):

    @abstractmethod
    def get_transcriber(self, name: str, cfg: Dict[str, Any]) -> Transcriber:
        """Get Transcriber with config"""
        raise NotImplementedError("Implement get_transcriber method.")

    @abstractmethod
    def from_config(
            self,
            config: Dict[str, Dict[str, Any]],
    ) -> Dict[str, Transcriber]:
        """Set up transcribers dict from transcribers section in config file"""
        raise NotImplementedError("Implement from_config method.")

from_config(config) abstractmethod

Set up transcribers dict from transcribers section in config file

Source code in asrbench\transcribers\abc_factory.py 
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@abstractmethod
def from_config(
        self,
        config: Dict[str, Dict[str, Any]],
) -> Dict[str, Transcriber]:
    """Set up transcribers dict from transcribers section in config file"""
    raise NotImplementedError("Implement from_config method.")

get_transcriber(name, cfg) abstractmethod

Get Transcriber with config

Source code in asrbench\transcribers\abc_factory.py 
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@abstractmethod
def get_transcriber(self, name: str, cfg: Dict[str, Any]) -> Transcriber:
    """Get Transcriber with config"""
    raise NotImplementedError("Implement get_transcriber method.")

DefaultTranscriberFactory

Bases: TranscriberFactoryABC

Source code in asrbench\transcribers\factory.py 
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class DefaultTranscriberFactory(TranscriberFactoryABC):
    def __init__(self) -> None:
        self.__registry: TranscriberRegistry = TranscriberRegistry()

    def get_transcriber(self, name: str, cfg: Dict[str, Any]) -> Transcriber:
        """Return TranscriberABC with config"""
        if "asr" not in cfg:
            raise KeyError(f"Missing asr in {name} config.")

        transcriber = self.__registry.get_transcriber(cfg["asr"])
        return transcriber.from_config(name, cfg)

    def from_config(
            self,
            config: Dict[str, Dict[str, Any]],
    ) -> Dict[str, Transcriber]:
        """Set up transcribers dict from transcribers section in config file.

        Arguments:
           config: transcribers section of the configuration file.
        """
        transcribers: Dict[str, Transcriber] = {}

        for name, transcriber_cfg in config.items():
            transcribers[name] = self.get_transcriber(name, transcriber_cfg)

        logging.debug(f"transcribers for benchmark: {transcribers.__str__()}")
        return transcribers

from_config(config)

Set up transcribers dict from transcribers section in config file.

Parameters:

Name Type Description Default
config Dict[str, Dict[str, Any]]

transcribers section of the configuration file.

 required
Source code in asrbench\transcribers\factory.py 
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def from_config(
        self,
        config: Dict[str, Dict[str, Any]],
) -> Dict[str, Transcriber]:
    """Set up transcribers dict from transcribers section in config file.

    Arguments:
       config: transcribers section of the configuration file.
    """
    transcribers: Dict[str, Transcriber] = {}

    for name, transcriber_cfg in config.items():
        transcribers[name] = self.get_transcriber(name, transcriber_cfg)

    logging.debug(f"transcribers for benchmark: {transcribers.__str__()}")
    return transcribers

get_transcriber(name, cfg)

Return TranscriberABC with config

Source code in asrbench\transcribers\factory.py 
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def get_transcriber(self, name: str, cfg: Dict[str, Any]) -> Transcriber:
    """Return TranscriberABC with config"""
    if "asr" not in cfg:
        raise KeyError(f"Missing asr in {name} config.")

    transcriber = self.__registry.get_transcriber(cfg["asr"])
    return transcriber.from_config(name, cfg)