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 47 27.01%
Text-To-Speech Synthesis 14 8.05%
Speech Quality 12 6.90%
Voice Conversion 11 6.32%
Speech Enhancement 6 3.45%
Audio Generation 6 3.45%
Time Series 5 2.87%
Speech Recognition 5 2.87%
raw waveform 4 2.30%


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