SOTAVerified

Music Modeling

( Image credit: R-Transformer )

Papers

Showing 11–20 of 34 papers

TitleStatusHype
LSTM: A Search Space OdysseyCode0
Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and TranscriptionCode0
Bivariate Beta-LSTMCode0
Deep Learning for MusicCode0
Counterpoint by ConvolutionCode0
Diagonal RNNs in Symbolic Music ModelingCode0
R-Transformer: Recurrent Neural Network Enhanced TransformerCode0
Sequential Neural Models with Stochastic LayersCode0
Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence ModellingCode0
Gates Are Not What You Need in RNNsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GRUNLL8.54—Unverified
2Seq-U-NetNLL8.17—Unverified
3TCNNLL8.15—Unverified
4TCNNLL8.1—Unverified
5RNN-RBMNLL6.27—Unverified
6RNN-NADENLL5.56—Unverified
7CoCoNetNLL2.22—Unverified
8Music TransformerNLL0.34—Unverified
9TonicNetNLL0.22—Unverified
10TonicNetNLL0.21—Unverified
#ModelMetricClaimedVerifiedStatus
1RNNNLL4.05—Unverified
2GRUNLL3.46—Unverified
3TransformerNLL3.34—Unverified
4LSTMNLL3.29—Unverified
5TCNNLL3.07—Unverified
6Seq-U-NetNLL2.97—Unverified
7TCNNLL2.78—Unverified
8R-TransformerNLL2.37—Unverified