ecapa-tdnn's People
Forkers
shz0519 xuanjihe tianlongkong zcth428 yilunjiangyueming forwiat ts0923 wuqiangch kongaik lxqmyx 1017549629 ishine hbredin inconnu11 yinruiqing imlhf hongwen-sun thangdepzai zardkk swhan9873 jupinter reptilefury aro18161ecapa-tdnn's Issues
questions about ECAPA-TDNN model training
hello lawlict, Thank you so much for the great work you shared.
My eer is 2.65% in voxceleb_test which can't reach to 1.*% when I training this model. I use aam-softmax loss which is same as loss mentioned in paper. My batch set to 512 and lr init = 0.001, total steps = 240000 and reduce lr in [120000, 180000]. I wonder your experiment details in training. my experiment setting must significantly be same as paper's parameters?
the input when training
When training, is the input 200 frames MFCCs feature of each sample taken randomly? Or padding to the max length?
loss nan
训练过程中,极易出现loss nan
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.