espnet.transform.spec_augment.time_warp
Less than 1 minute
espnet.transform.spec_augment.time_warp
espnet.transform.spec_augment.time_warp(x, max_time_warp=80, inplace=False, mode='PIL')
time warp for spec augment
move random center frame by the random width ~ uniform(-window, window) :param numpy.ndarray x: spectrogram (time, freq) :param int max_time_warp: maximum time frames to warp :param bool inplace: overwrite x with the result :param str mode: “PIL” (default, fast, not differentiable) or “sparse_image_warp”
(slow, differentiable)
- Returns numpy.ndarray: time warped spectrogram (time, freq)