dc357b0e9d2bc40633f738997e8b7d17221c28fd,pyannote/audio/util.py,,from_numpy,#Any#Any#Any#,115

Before Change

    `to_numpy`
    

    if np.any(np.abs(y) > 1):
        msg = "`y` must be a binary array (i.e. full of zeros and ones)."
        raise ValueError(msg)

    if isinstance(window, SlidingWindowFeature):
        window = window.sliding_window

    N, K = y.shape

After Change

    window = precomputed.sliding_window()

    if len(y.shape) < 2:
        N, = y.shape
        K = np.max(y)

        y_ = np.zeros((N, K), dtype=np.int8)
        for t, k in enumerate(y):
            if k == 0:
                continue
            y_[t, k - 1] = 1
        y = y_

    N, K = y.shape

    if labels is None:
        labels = string_generator()

Instances