Softsign Activation

Softsign is an activation function for neural networks:

$$ f\left(x\right) = \left(\frac{x}{|x|+1}\right)$$

Image Source: Sefik Ilkin Serengil

Latest Papers

PAPER DATE
Learning from a Complementary-label Source Domain: Theory and Algorithms
Yiyang ZhangFeng LiuZhen FangBo YuanGuangquan ZhangJie Lu
2020-08-04
Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation
| Yiyang ZhangFeng LiuZhen FangBo YuanGuangquan ZhangJie Lu
2020-07-29
CLARINET: A RISC-V Based Framework for Posit Arithmetic Empiricism
Riya JainNiraj SharmaFarhad MerchantSachin PatkarRainer Leupers
2020-05-30
Parallel Neural Text-to-Speech
Kainan PengWei PingZhao SongKexin Zhao
2020-01-01
Multi-Speaker End-to-End Speech Synthesis
Jihyun ParkKexin ZhaoKainan PengWei Ping
2019-07-09
Non-Autoregressive Neural Text-to-Speech
| Kainan PengWei PingZhao SongKexin Zhao
2019-05-21
Neural source-filter waveform models for statistical parametric speech synthesis
Xin WangShinji TakakiJunichi Yamagishi
2019-04-27
FloWaveNet : A Generative Flow for Raw Audio
Sungwon KimSang-gil LeeJongyoon SongSungroh Yoon
2018-11-06
ClariNet: Parallel Wave Generation in End-to-End Text-to-Speech
| Wei PingKainan PengJitong Chen
2018-07-19
Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning
| Wei PingKainan PengAndrew GibianskySercan O. ArikAjay KannanSharan NarangJonathan RaimanJohn Miller
2017-10-20

Tasks

TASK PAPERS SHARE
Speech Synthesis 4 44.44%
Domain Adaptation 2 22.22%
Unsupervised Domain Adaptation 2 22.22%
Text-To-Speech Synthesis 1 11.11%

Components

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

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