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

Papers


Paper Code Results Date Stars

Tasks


Task Papers Share
Speech Synthesis 53 24.77%
Text-To-Speech Synthesis 15 7.01%
Voice Conversion 12 5.61%
Audio Generation 8 3.74%
Speech Enhancement 6 2.80%
Time Series Analysis 5 2.34%
Speech Recognition 5 2.34%
Translation 5 2.34%
Music Generation 4 1.87%

Components


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

Categories