OpenCodePapers

time-series-on-speech-commands

Time Series Analysis
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
PaperCode% Test Accuracy% Test Accuracy (Raw Data)ModelNameReleaseDate
SepTr: Separable Transformer for Audio Spectrogram Processing✓ Link98.51SepTr2022-03-17
AST: Audio Spectrogram Transformer✓ Link98.11ViT2021-04-05
FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes✓ Link97.73FlexTCN-42021-10-15
MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition✓ Link97.40MatchboxNet2020-04-21
CKConv: Continuous Kernel Convolution For Sequential Data✓ Link95.27CKCNN (100k)2021-02-04
FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes✓ Link91.73FlexTCN-62021-10-15