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SpeechCommands dataset and benchmarks · SOTA2 Research

Research Datasets

SpeechCommands

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Single-class unlearning

SpeechCommands v2

0.14FA

10

Diagonal Fisher Information Matrix Estimation

SpeechCommands

0.17RelMAE

5

Audio Classification

SpeechCommands v1 v2 (test)

95.3Accuracy

5

Keyword Spotting

SpeechCommands raw (test)

71.66Accuracy (0% Drop)

2

Popular tasks

Audio Classification Keyword Spotting Single-class Unlearning Diagonal Fisher Information Matrix Estimation

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