paper-with-me

Spoken language identification 벤치마크

Spoken language identification on VoxForge Commonwealth

12개 결과 · ⬇ CSV · JSON

Accuracy (%)

93.7 94.12 94.55 94.98 95.4 2019-10 2026-11 2D ConvNet(MixUp=YES) — 95.4 (2019-10-09) 2D ConvNet with Attention and GRU(MixUp=YES) — 95.0 (2019-10-09) 2D ConvNet(MixUp=NO) — 94.3 (2019-10-09) 1D ConvNet(MixUp=NO) — 93.7 (2019-10-09) 2D ConvNet(MixUp=YES) — 95.4 (2019-10-09) 2D ConvNet with Attention and GRU(MixUp=YES) — 95.0 (2019-10-09) 2D ConvNet(MixUp=NO) — 94.3 (2019-10-09) 1D ConvNet(MixUp=NO) — 93.7 (2019-10-09) 2D ConvNet(MixUp=YES) — 95.4 (2019-10-09) 2D ConvNet with Attention and GRU(MixUp=YES) — 95.0 (2019-10-09) 2D ConvNet(MixUp=NO) — 94.3 (2019-10-09) 1D ConvNet(MixUp=NO) — 93.7 (2019-10-09) 2D ConvNet(MixUp=YES) — 95.4 (2019-10-09)
RankModel Accuracy (%) PaperCodeYear
1 2D ConvNet(MixUp=YES) 95.4 Spoken Language Identification using ConvNets 2019
2 2D ConvNet with Attention and GRU(MixUp=YES) 95.0 Spoken Language Identification using ConvNets 2019
3 2D ConvNet(MixUp=NO) 94.3 Spoken Language Identification using ConvNets 2019
4 1D ConvNet(MixUp=NO) 93.7 Spoken Language Identification using ConvNets 2019
5 2D ConvNet(MixUp=YES) 95.4 Spoken Language Identification using ConvNets 2019
6 2D ConvNet with Attention and GRU(MixUp=YES) 95.0 Spoken Language Identification using ConvNets 2019
7 2D ConvNet(MixUp=NO) 94.3 Spoken Language Identification using ConvNets 2019
8 1D ConvNet(MixUp=NO) 93.7 Spoken Language Identification using ConvNets 2019
9 2D ConvNet(MixUp=YES) 95.4 Spoken Language Identification using ConvNets 2019
10 2D ConvNet with Attention and GRU(MixUp=YES) 95.0 Spoken Language Identification using ConvNets 2019
11 2D ConvNet(MixUp=NO) 94.3 Spoken Language Identification using ConvNets 2019
12 1D ConvNet(MixUp=NO) 93.7 Spoken Language Identification using ConvNets 2019
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