CNN14

80.5% passed tests (356 passed / 86 failed).

Tests overview

Topic	Passed Tests
Correctness consistency	48.6%
Correctness distribution	66.7%
Correctness regression	22.2%
Correctness speaker average	100.0%
Correctness speaker ranking	100.0%
Fairness accent	92.3%
Fairness language	86.7%
Fairness linguistic sentiment	96.9%
Fairness pitch	100.0%
Fairness sex	100.0%
Robustness background noise	25.0%
Robustness low quality phone	25.0%
Robustness recording condition	0.0%
Robustness simulated recording condition	0.0%
Robustness small changes	75.0%
Robustness spectral tilt	25.0%

Model parameters

Entry	Value
data	msppodcast-2.3.0
tasks	arousal, valence, dominance
features	torchaudio.transforms.MelSpectrogram
sampling_rate	16000
quantization	False
output_range	(0, 1)

Model information

Entry	Value
Author	jwagner (onnx export: aderington)
Date	2023-04-06
Name	onnx
Subgroup	ser.adv.audpann.cnn14
Version	1.0.3
Sample	{‘emodb’: {‘version’: ‘1.1.1’, ‘flavor’: {‘bit_depth’: None, ‘channels’: None, ‘format’: ‘wav’, ‘mixdown’: True, ‘sampling_rate’: 16000}, ‘data’: {‘wav/03a01Fa.wav’: [[0.6487703323364258, 0.19668646156787872, 0.681863009929657]], ‘wav/08a01Ab.wav’: [[0.761000394821167, 0.09757468849420547, 0.7346381545066833]]}}}