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Papers Benchmarks Datasets Tasks

sWUGGY dataset and benchmarks · SOTA2 Research

Research Datasets

sWUGGY

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Speech Semantic Understanding

sWUGGY

73.9sWUGGY Accuracy

10

Structural Consistency

sWUGGY

75.36sWUGGY Structural Consistency

8

Audio Language Modeling

sWUGGY

75.28Accuracy

8

Linguistic Evaluation

sWUGGY

74.3sWUGGY Score

7

Lexical knowledge

sWUGGY Speech (test)

79.2Accuracy

7

Zero-shot Speech Evaluation

sWUGGY

84.1sWUGGY In-Vocab Score

7

Lexical knowledge evaluation

sWUGGY ZeroResource Challenge 2021 (dev)

97.9Success Rate (All)

7

Zero-resource speech modeling

sWUGGY (in-vocabulary)

74.24Inter Score

5

Lexical knowledge

sWUGGY Text (test)

84.1Accuracy

4

Popular tasks

Lexical knowledge Lexical knowledge evaluation Zero-shot Speech Evaluation Structural Consistency Zero-resource speech modeling

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