Code Monkey home page Code Monkey logo

audio-bandwidth-extension's Introduction

Audio-Bandwidth-Extension, GTCMT Fall 2016

This research project aims at studying and finding a suitable method to implement audio bandwidth extension to bandlimited audio files. The idea is to reconstruct the missing high frequency spectrum in bandlimited audio/music using a couple of non-linear processes (rectification) along with some filtering techniques to reduce distortion.

The MATLAB implementation folder has a mainProgam.m file which accesses all the various functions in the folder.

The module generates harmonics using a half wave or full wave rectifier with two techniques. The detailed algorithm, experiments, results and discussion can be found in the 7100 Fall 2016 paper.pdf file.

  1. bLimit.m band limits audio to generate the dataset (bandlimited audio file)
  2. bwe.m is a wrapper for the different functions performed for bandwidth extension
  3. fwr.m performs full wave rectification
  4. hwr.m performs half wave rectification
  5. normalizeIntensityLevel normalizes the audio files to a given rms value
  6. sfilt.m performs the first filter action in the subband filtering technique
  7. sfilt2.m performs the second filter action to extract high frequency content in the subband filtering technique
  8. sigAdd.m adds the band limited audio and the high frequency content
  9. ufilt.m performs the first filter action to extract the highest octave present in the badnlimited audio
  10. ufilt2.m performs the second filter action to extract high frequency content

Please feel free to get in touch with me at [email protected] if you have any questions.

audio-bandwidth-extension's People

Contributors

someshganesh94 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.