bazarr/libs/auditok/signal_numpy.py

31 lines
946 B
Python

import numpy as np
from .signal import (
compute_average_channel_stereo,
calculate_energy_single_channel,
calculate_energy_multichannel,
)
FORMAT = {1: np.int8, 2: np.int16, 4: np.int32}
def to_array(data, sample_width, channels):
fmt = FORMAT[sample_width]
if channels == 1:
return np.frombuffer(data, dtype=fmt).astype(np.float64)
return separate_channels(data, fmt, channels).astype(np.float64)
def extract_single_channel(data, fmt, channels, selected):
samples = np.frombuffer(data, dtype=fmt)
return np.asanyarray(samples[selected::channels], order="C")
def compute_average_channel(data, fmt, channels):
array = np.frombuffer(data, dtype=fmt).astype(np.float64)
return array.reshape(-1, channels).mean(axis=1).round().astype(fmt)
def separate_channels(data, fmt, channels):
array = np.frombuffer(data, dtype=fmt)
return np.asanyarray(array.reshape(-1, channels).T, order="C")