SOTAVerified

Music Modeling

( Image credit: R-Transformer )

Papers

Showing 2130 of 34 papers

TitleStatusHype
Tensor Variable Elimination for Plated Factor Graphs0
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO DatasetCode1
Music TransformerCode1
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence ModelingCode1
Preventing Gradient Explosions in Gated Recurrent Units0
Learning a Predictive Model for Music Using PULSE0
Recurrent Ladder Networks0
Diagonal RNNs in Symbolic Music ModelingCode0
Deep Learning for MusicCode0
Sequential Neural Models with Stochastic LayersCode0
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Benchmark Results

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