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 53 23.56%
Text-To-Speech Synthesis 15 6.67%
Voice Conversion 12 5.33%
Test 12 5.33%
Audio Generation 8 3.56%
Speech Enhancement 6 2.67%
Time Series Analysis 5 2.22%
Speech Recognition 5 2.22%
Translation 5 2.22%


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