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Music Modeling On Jsb Chorales

評価指標

NLL
Parameters

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
NLL
Parameters
Paper TitleRepository
TCN8.154534KSeq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling
TonicNet0.220-Improving Polyphonic Music Models with Feature-Rich Encoding
Music Transformer0.335-Music Transformer
CoCoNet2.22-Counterpoint by Convolution
RNN-NADE5.56-Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription
RNN-RBM6.27-Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription
TonicNet0.208-JS Fake Chorales: a Synthetic Dataset of Polyphonic Music with Human Annotation-
Seq-U-Net8.173522KSeq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling
GRU8.54-Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
TCN8.10-An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling
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