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ResearchFormerly WizWand

Keyword Spotting on KS1

96.9AccuracySSAMBA-base
93.88494.66795.4596.233Oct 19, 2021Mar 25, 2022Aug 29, 2022Feb 3, 2023Jul 10, 2023Dec 14, 2023May 20, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SSAMBA-base2024.0596.9
SSAST-FramePre-training data=AudioSet + Librispeech, Patch type=Frame-based2021.1096.7
SSAMBA-small2024.0596.4
HuBERTEvaluation protocol=Frozen setting2021.1096.3
HuBERTfrozen setting=true2024.0596.3
Wav2vecPre-training framework=Discriminative2021.1096.2
Wav2vec 2.0Evaluation protocol=Frozen setting2021.1096.2
Wav2Vec2024.0596.2
Wav2Vec 2.0frozen setting=true2024.0596.2
SSAST-PatchPre-training data=AudioSet + Librispeech, Patch type=Patch-based2021.1096
SSAST-PatchPre-training data=Librispeech Only, Patch type=Patch-based2021.1095.6
APCPre-training framework=Generative/Autoregressive2021.1094
APC2024.0594
SSAMBA-tiny2024.0594