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ResearchFormerly WizWand

Speech Classification on Speech Commands MFCC (test)

95.3AccuracyCKConv
46.00458.80271.684.398Oct 26, 2021Oct 27, 2021Oct 28, 2021Oct 29, 2021Oct 30, 2021Oct 31, 2021
Updated 8mo ago

Evaluation results

MethodLinks
CKConvInput Type=MFCC2021.1095.3
CKConvfeature_type=MFCC, sequence_length=1612021.1095.3
S4feature_type=MFCC, sequence_length=1612021.1093.96
LSSLInput Type=MFCC2021.1093.58
LSSLfeature_type=MFCC, sequence_length=1612021.1093.58
LSSL-fInput Type=MFCC2021.1092.55
Transformerfeature_type=MFCC, sequence_length=1612021.1090.75
UnICORNNInput Type=MFCC2021.1090.64
N(C/R)DEInput Type=MFCC2021.1089.8
NRDEfeature_type=MFCC, sequence_length=1612021.1089.8
LipschitzRNNfeature_type=MFCC, sequence_length=1612021.1088.38
ExpRNNfeature_type=MFCC, sequence_length=1612021.1082.13
Performerfeature_type=MFCC, sequence_length=1612021.1080.85
ODE-RNNInput Type=MFCC2021.1065.9
ODE RNNfeature_type=MFCC, sequence_length=1612021.1065.9
GRU-ODEInput Type=MFCC2021.1047.9