Git Product home page Git Product logo

quintessentia's Introduction

Dockerfile for Essentia v2.1_beta3 + GAIA (Ubuntu 14.04)

Configured with examples (command-line feature extractors), python bindings and vamp plugin and GAIA for higher-level extractions.

Image downloads: https://hub.docker.com/r/doddscc/quintessentia/ This image is a rework of the official image available at: https://github.com/MTG/essentia-docker but with added GAIA support.

Usage examples

Music extractor

Analyze a file audio.wav located in the current directory and write results to the same directory:

docker run -ti --rm -v `pwd`:/essentia mtgupf/essentia essentia_streaming_extractor_music audio.wav audio.sig

Freesound extractor

The same, but using Freesound extractor:

docker run -ti --rm -v `pwd`:/essentia mtgupf/essentia essentia_streaming_extractor_freesound audio.wav audio.json

Essentia in python

Run a python script using Essentia located in the current directory:

docker run -ti --rm -v `pwd`:/essentia mtgupf/essentia python test.py

Essentia with GAIA high-level extraction

I have not included the svm models in the docker container, you must provide these. First download the SVM models from the essentia site, for example: http://essentia.upf.edu/documentation/svm_models/essentia-extractor-svm_models-v2.1_beta1.tar.gz

Unzip and place svm_models folder in the same folder as you will run you docker container from. You can now run this command to extract lower-level features, saving as audio.sig

docker run -ti --rm -v `pwd`:/essentia mtgupf/essentia essentia_streaming_extractor_music audio.wav audio.json

Then you pass the lower-level extraction into the svm extractor, providing you with higherLevel.json

docker run -ti --rm -v `pwd`:/essentia mtgupf/essentia essentia_streaming_extractor_music_svm audio.json higherLevel.json

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.