ImportantAug

Reported on 3 benchmarks across 2 tasks · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Speech2 results

Keyword SpottingonGoogle Speech Commands
Google Speech Command-Musan· 2021-12-14
86.7
SOTA
ImportantAug: a data augmentation agent for speech arXiv:2112.07156
Keyword SpottingonGoogle Speech Commands
Google Speech Commands V2 35· 2021-12-14
95
best: 99.1 (WaveFormer)
ImportantAug: a data augmentation agent for speech arXiv:2112.07156

Audio1 result

Speech RecognitiononGoogle Speech Commands - Musan
Error rate - SNR 0dB· 2021-12-14
13.3
SOTA
ImportantAug: a data augmentation agent for speech arXiv:2112.07156