speaker_embedding.py 文件源码

def __init__(self, experiment_dir, db_yml=None):

        super(SpeakerEmbedding, self).__init__(
            experiment_dir, db_yml=db_yml)

        # architecture
        if 'architecture' in self.config_:
            architecture_name = self.config_['architecture']['name']
            models = __import__('pyannote.audio.embedding.models',
                                fromlist=[architecture_name])
            Architecture = getattr(models, architecture_name)
            self.architecture_ = Architecture(
                **self.config_['architecture'].get('params', {}))

        # approach
        if 'approach' in self.config_:
            approach_name = self.config_['approach']['name']
            approaches = __import__('pyannote.audio.embedding.approaches',
                                    fromlist=[approach_name])
            Approach = getattr(approaches, approach_name)
            self.approach_ = Approach(
                **self.config_['approach'].get('params', {}))

    # (5, None, None, False) ==> '5'
    # (5, 1, None, False) ==> '1-5'
    # (5, None, 2, False) ==> '5+2'
    # (5, 1, 2, False) ==> '1-5+2'
    # (5, None, None, True) ==> '5x'