الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Music Modeling On Jsb Chorales

المقاييس

NLL

Parameters

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	NLL	Parameters	Paper Title	Repository
TCN	8.154	534K	Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling
TonicNet	0.220	-	Improving Polyphonic Music Models with Feature-Rich Encoding	-
Music Transformer	0.335	-	Music Transformer
CoCoNet	2.22	-	Counterpoint by Convolution
RNN-NADE	5.56	-	Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription
RNN-RBM	6.27	-	Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription
TonicNet	0.208	-	JS Fake Chorales: a Synthetic Dataset of Polyphonic Music with Human Annotation
Seq-U-Net	8.173	522K	Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling
GRU	8.54	-	Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
TCN	8.10	-	An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

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