NeuralSeq/vocoders/base_vocoder.py

import importlib
VOCODERS = {}


def register_vocoder(cls):
    VOCODERS[cls.__name__.lower()] = cls
    VOCODERS[cls.__name__] = cls
    return cls


def get_vocoder_cls(hparams):
    if hparams['vocoder'] in VOCODERS:
        return VOCODERS[hparams['vocoder']]
    else:
        vocoder_cls = hparams['vocoder']
        pkg = ".".join(vocoder_cls.split(".")[:-1])
        cls_name = vocoder_cls.split(".")[-1]
        vocoder_cls = getattr(importlib.import_module(pkg), cls_name)
        return vocoder_cls


class BaseVocoder:
    def spec2wav(self, mel):
        """

        :param mel: [T, 80]
        :return: wav: [T']
        """

        raise NotImplementedError

    @staticmethod
    def wav2spec(wav_fn):
        """

        :param wav_fn: str
        :return: wav, mel: [T, 80]
        """
        raise NotImplementedError