Output Functions

Mixture of Logistic Distributions

Mixture of Logistic Distributions (MoL) is a type of output function, and an alternative to a softmax layer. Discretized logistic mixture likelihood is used in PixelCNN++ and WaveNet to predict discrete values.

Image Credit: Hao Gao


Paper Code Results Date Stars


Task Papers Share
Speech Synthesis 49 26.78%
Text-To-Speech Synthesis 14 7.65%
Voice Conversion 11 6.01%
Audio Generation 7 3.83%
Speech Enhancement 6 3.28%
Time Series 5 2.73%
Speech Recognition 5 2.73%
Music Generation 4 2.19%
Machine Translation 4 2.19%


Component Type
🤖 No Components Found You can add them if they exist; e.g. Mask R-CNN uses RoIAlign