SOTAVerified

Music Modeling

( Image credit: R-Transformer )

Papers

Showing 110 of 34 papers

TitleStatusHype
SLEEPING-DISCO 9M: A large-scale pre-training dataset for generative music modeling0
Frechet Music Distance: A Metric For Generative Symbolic Music EvaluationCode1
MuPT: A Generative Symbolic Music Pretrained Transformer0
Impact of time and note duration tokenizations on deep learning symbolic music modelingCode0
A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music ModelingCode1
Low-Rank Constraints for Fast Inference in Structured ModelsCode0
Gates Are Not What You Need in RNNsCode0
MuSLCAT: Multi-Scale Multi-Level Convolutional Attention Transformer for Discriminative Music Modeling on Raw Waveforms0
Rethinking Neural Operations for Diverse TasksCode1
Recurrently Controlling a Recurrent Network with Recurrent Networks Controlled by More Recurrent Networks0
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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