mdct

diffsptk.MDCT

alias of ModifiedDiscreteCosineTransform

class diffsptk.ModifiedDiscreteCosineTransform(frame_length, window='sine')

This module is a simple cascade of framing, windowing, and modified DCT.

Parameters:

frame_lengthint >= 2

The frame length, \(L\).

window[‘sine’, ‘vorbis’, ‘kbd’, ‘rectangular’]

The window type.

forward(x)

Compute modified discrete cosine transform.

Parameters:

xTensor [shape=(…, T)]

The input waveform.

Returns:

outTensor [shape=(…, 2T/L, L/2)]

The spectrum.

Examples

>>> x = diffsptk.ramp(3)
>>> x
tensor([0., 1., 2., 3.])
>>> mdct = diffsptk.MDCT(frame_length=4)
>>> y = mdct(x)
>>> y
tensor([[-0.3536, -0.1464],
        [-3.1213, -0.2929],
        [-0.7678,  1.8536]])

diffsptk.functional.mdct(x, frame_length=400, window='sine')

Compute modified discrete cosine transform.

Parameters:

xTensor [shape=(…, T)]

The input waveform.

frame_lengthint >= 2

The frame length, \(L\).

window[‘sine’, ‘vorbis’, ‘kbd’, ‘rectangular’]

The window type.

Returns:

outTensor [shape=(…, 2T/L, L/2)]

The spectrum.

See also

frame window imdct