Git Product home page Git Product logo

christo070 / msa-in-indian-languages Goto Github PK

View Code? Open in Web Editor NEW
1.0 1.0 0.0 32.06 MB

Implementation of DFMR for Multimodal Sentiment Analysis in Malayalam (Native Indian Dravida Language)

License: MIT License

Jupyter Notebook 100.00%
multimodal-sentiment-analysis nlp python3 sentiment-analysis deep-learning dravidian-languages malayalam msa natural-language-processing nlp-datasets nlp-machine-learning dense-fusion keras tensorflow indian-language

msa-in-indian-languages's Introduction

MultiModal Sentiment Analysis in Indian Languages

Implementation of Dense Fusion Network with MultiModal Residual (DFMR) for native indian languages like Malayalam by integrating multimodal information comprising of transcripts, videos and audios for sentiment analysis. By utilizing various modalities, the goal is to boost the precision and resilience of sentiment analysis models, thereby mitigating biases and enhancing overall performance, particularly in intricate or unclear scenarios.

For More Information, refer docs

References

msa-in-indian-languages's People

Contributors

christo070 avatar

Stargazers

 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.