CNN14

83.2% passed tests (376 passed / 76 failed).

Tests overview

Topic	Passed Tests
Correctness consistency	46.5%
Correctness distribution	33.3%
Correctness regression	44.4%
Correctness speaker average	100.0%
Correctness speaker ranking	50.0%
Fairness accent	98.7%
Fairness language	93.3%
Fairness linguistic sentiment	99.0%
Fairness pitch	86.7%
Fairness sex	87.5%
Robustness background noise	45.8%
Robustness low quality phone	25.0%
Robustness recording condition	0.0%
Robustness simulated recording condition	0.0%
Robustness small changes	80.0%
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]]}}}