DR_VCTK

class torchaudio.datasets.DR_VCTK(root: Union[str, Path], subset: str = 'train', *, download: bool = False, url: str = 'https://datashare.ed.ac.uk/bitstream/handle/10283/3038/DR-VCTK.zip')

Device Recorded VCTK (Small subset version) [Sarfjoo and Yamagishi, 2018] dataset.

Parameters:

• root (str or Path) – Root directory where the dataset’s top level directory is found.

• subset (str) – The subset to use. Can be one of "train" and "test". (default: "train").

• download (bool) – Whether to download the dataset if it is not found at root path. (default: False).

• url (str) – The URL to download the dataset from. (default: "https://datashare.ed.ac.uk/bitstream/handle/10283/3038/DR-VCTK.zip")

__getitem__

DR_VCTK.__getitem__(n: int) → Tuple[Tensor, int, Tensor, int, str, str, str, int]

Load the n-th sample from the dataset.

Parameters:

n (int) – The index of the sample to be loaded

Returns:

Tuple of the following items;

Tensor:

Clean waveform

int:

Sample rate of the clean waveform

Tensor:

Noisy waveform

int:

Sample rate of the noisy waveform

str:

Speaker ID

str:

Utterance ID

str:

Source

int:

Channel ID