snr

Name	Description
`Snr`	Computes the Signal-to-Noise Ratio (SNR) in dB.

Name

Description

Snr

Computes the Signal-to-Noise Ratio (SNR) in dB.

Snr(name='snr', **kwargs={})

Signal-to-Noise Ratio (SNR) metric where y_true: signal y_pred: signal + noise

Example:

# Create 4-second sine wave w/ freq=4, amplitude=1, Fs=1000Hz
t = np.linspace(0, 4, 4 * 1000, endpoint=False)
x = np.sin(2 * np.pi * 4 * t)
# Add random noise with amplitude 0.1
noise = np.random.normal(0, 0.1, len(t))
y = x + noise
import helia_edge as helia

snr = helia.metrics.Snr()
snr.update_state(x, y)
print(snr.result())

Parameters

Parameters of Snr
Name	Type	Default	Description
`name`	`str`	'snr'	Name of the metric. Defaults to 'snr'.

num = self.add_variable(shape=(), initializer='zeros', name='num')

den = self.add_variable(shape=(), initializer='zeros', name='den')

update_state(y_true, y_pred, sample_weight=None)

result()

Computes the SNR in dB.

get_config()

reset_state()

SNR Metrics API