Comments (3)
Hi, it is worth noting that emotion2vec is a universal emotional representation model, which needs to be trained on a certain downstream task to compare the performance. For performance on a specific dataset, please refer to our paper: https://arxiv.org/abs/2312.15185
We will provide a finetuned model with massive labeled data soon, welcome to follow up and compare performance :)
from emotion2vec.
@ddlBoJack Oh Thanks , Noted👍. so this finetuned model with massive labeled data
are you planning on training it in a way to beat "w2v2-how-to" ?
in "w2v2-how-to" They finetuned the pre-trained wav2vec2-large-robust model on MSP-Podcast (v1.7). The pre-trained model was pruned from 24 to 12 transformer layers before fine-tuning. !!
from emotion2vec.
Our emotion2vec only has 12 layers of 768-dim transformer. As for the performance, researchers can explore further after we release the finetuned checkpoint.
from emotion2vec.
Related Issues (20)
- Wechat Group application HOT 2
- 微信群 HOT 1
- 群二维码过期了,请问能更新一下吗 HOT 1
- The WeChat group QR code has expired. HOT 1
- The WeChat group QR code has expired HOT 1
- Two key models in finetune without annotated data HOT 1
- Emotion2Vec Pretraining code
- The WeChat group QR code has expired HOT 1
- The WeChat group QR code has expired again HOT 2
- About platform HOT 1
- Request for test and dev files HOT 2
- 二维码过期了 HOT 1
- extreactfeature won't work with the new models HOT 2
- fine-tuning pre train model HOT 1
- About reproducing data2vec2 results HOT 7
- Optimal segment length HOT 6
- _MISSING_TYPE HOT 6
- RAVDESS test result HOT 1
- The performance of utterance-level features is poor. HOT 5
- MaxRetryError HOT 2
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.
from emotion2vec.