Speed

class torchaudio.transforms.Speed(orig_freq, factor)

Adjusts waveform speed.

Parameters:

• orig_freq (int) – Original frequency of the signals in waveform.

• factor (float) – Factor by which to adjust speed of input. Values greater than 1.0 compress waveform in time, whereas values less than 1.0 stretch waveform in time.

forward(waveform, lengths: Optional[Tensor] = None) → Tuple[Tensor, Optional[Tensor]]

Parameters:

• waveform (torch.Tensor) – Input signals, with shape (…, time).

• lengths (torch.Tensor or None, optional) – Valid lengths of signals in waveform, with shape (…). If None, all elements in waveform are treated as valid. (Default: None)

Returns:

torch.Tensor

Speed-adjusted waveform, with shape (…, new_time).

torch.Tensor or None

If lengths is not None, valid lengths of signals in speed-adjusted waveform, with shape (…); otherwise, None.

Return type:

(torch.Tensor, torch.Tensor or None)