Paper | Code | % Test Accuracy | % Test Accuracy (Raw Data) | ModelName | ReleaseDate |
---|---|---|---|---|---|
SepTr: Separable Transformer for Audio Spectrogram Processing | ✓ Link | 98.51 | SepTr | 2022-03-17 | |
AST: Audio Spectrogram Transformer | ✓ Link | 98.11 | ViT | 2021-04-05 | |
FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes | ✓ Link | 97.73 | FlexTCN-4 | 2021-10-15 | |
MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition | ✓ Link | 97.40 | MatchboxNet | 2020-04-21 | |
CKConv: Continuous Kernel Convolution For Sequential Data | ✓ Link | 95.27 | CKCNN (100k) | 2021-02-04 | |
FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes | ✓ Link | 91.73 | FlexTCN-6 | 2021-10-15 |