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Polyphonic Music Modeling on JSB Chorales
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3.47
Negative Log-Likelihood (nats)
DBN+LSTM
3.2784
4.5717
5.865
7.1583
Mar 4, 2018
Oct 24, 2018
Jun 15, 2019
Feb 5, 2020
Sep 26, 2020
May 18, 2021
Jan 8, 2022
Negative Log-Likelihood (nats)
Updated 4d ago
Evaluation Results
Method
Method
Links
Negative Log-Likelihood (nats)
DBN+LSTM
2018.03
3.47
LV-RNN
2022.01
3.99
SRNN
2022.01
4.74
RNN-NADE
2022.01
5.19
HMM
States=2^11
2022.01
5.74
LHMM
Rank N=2^9, State:rank...
2022.01
5.8
DMM
2022.01
6.39
LNF
2022.01
6.53
STORN
2022.01
6.91
TSBN
2022.01
7.48
TCN
Size=300K
2018.03
8.1
Seq-U-Net
2022.01
8.17
LSTM
2022.01
8.17
R-Transformer
2022.01
8.26
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