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ResearchFormerly WizWand

Speech Classification on KS1

98.1AccuracyBEATS_iter3+
95.39696.09896.897.502Dec 18, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BEATS_iter3+#Param=90M, Pre-training Data=AS2022.1298.1
BEATS_iter1#Param=90M, Pre-training Data=AS2022.1298
BEATS_iter2#Param=90M, Pre-training Data=AS2022.1297.7
BEATS_iter3#Param=90M, Pre-training Data=AS2022.1297.7
Audio-MAE#Param=86M, Pre-training Data=AS, Pre-training Type=Self-Supervised Pre-Training2022.1296.9
Wav2vec#Param=33M, Pre-training Data=LS, Pre-training Type=Self-Supervised Pre-Training2022.1296.2
Wav2vec 2.0#Param=95M, Pre-training Data=LS, Pre-training Type=Self-Supervised Pre-Training, Evaluation Protocol=SUPERB frozen2022.1296.2
SS-AST#Param=89M, Pre-training Data=AS+LS, Pre-training Type=Self-Supervised Pre-Training2022.1296
MAE-AST#Param=86M, Pre-training Data=AS+LS, Pre-training Type=Self-Supervised Pre-Training2022.1295.8
AST#Param=86M, Pre-training Data=IN, Pre-training Type=Out-of-domain Supervised Pre-Training2022.1295.5