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 22.75%
Decoder 18 7.73%
Text-To-Speech Synthesis 15 6.44%
Voice Conversion 12 5.15%
Audio Generation 8 3.43%
Speech Enhancement 6 2.58%
Time Series Analysis 5 2.15%
Speech Recognition 5 2.15%
Translation 5 2.15%

Components


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

Categories