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Audio Classification on Speech Commands
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97.8
Accuracy
PDC
11.688
34.044
56.4
78.756
Apr 16, 2021
Aug 11, 2021
Dec 6, 2021
Apr 2, 2022
Jul 28, 2022
Nov 22, 2022
Mar 20, 2023
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
PDC
# param (x10^6)=8.0, B...
2021.04
97.8
ResNet18
# param (x10^6)=11.2,...
2021.04
97.7
SENet
# param (x10^6)=11.5,...
2021.04
97.7
Π-net-ResNet
# param (x10^6)=6.0, B...
2021.04
97.7
PDC
# param (x10^6)=3.9, B...
2021.04
97.5
ResNet7
# param (x10^6)=4.9, B...
2021.04
97.4
SENet
# param (x10^6)=5.1, B...
2021.04
97.4
Algorithm 1
Backbone=S4
2023.03
82.2
Algorithm 1
Backbone=CNN
2023.03
65.6
Randomly Permuted
Backbone=S4
2023.03
18.2
Randomly Permuted
Backbone=CNN
2023.03
15
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