essentia.js
JavaScript library for music/audio analysis and processing powered by Essentia WebAssembly
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Download Latest Version (.zip)- essentia-js-issue-template.md
- essentia-js-pr-template.md
- deploy.yml
- integration.yml
- deploy_builds.sh
- bootstrap.min.css
- prism.css
- prism.min.css
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- glyphicons-halflings-regular.eot
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- template.min.js
- core_api.js.html
- display_plot.js.html
- Essentia.html
- EssentiaExtractor.html
- EssentiaPlot.html
- EssentiaTensorflowJSModel.html
- EssentiaTFInputExtractor.html
- extractor_extractor.js.html
- index.html
- list_class.html
- list_tutorial.html
- machinelearning_tfjs_input_extractor.js.html
- machinelearning_tfjs_models.js.html
- PlotHeatmap.html
- PlotMelodyContour.html
- TensorflowMusiCNN.html
- TensorflowVGGish.html
- tutorial-1. Getting started.html
- tutorial-2. Real-time analysis.html
- tutorial-3. Machine learning inference with Essentia.js.html
- tutorial-4. Building from source.html
- 1. Getting started.md
- 2. Real-time analysis.md
- 3. Machine learning inference with Essentia.js.md
- 4. Building from source.md
- index.md
- essentia-custom-extractor.module.js
- essentia-custom-extractor.web.js
- essentia-custom-extractor.web.wasm
- essentia-extractor-node.js
- index.html
- logmelspectrogram-worklet.js
- group1-shard1of1.bin
- model.json
- tag-emojis.json
- essentia.js-logo.png
- favicon.ico
- mtg-logo.png
- essentia-wasm.module.js
- essentia.js-model.es.js
- essentia.js-model.js
- tf.min.3.5.0.js
- wasm-audio-helper.js
- explanation-modal.js
- feature-extract-processor.js
- inference-worker.js
- main.js
- mic-toggle-button.js
- tagviz-component.js
- utils.js
- index.html
- LICENSE
- styles.css
- package-lock.json
- package.json
- server.js
- favicon.ico
- globals.scss
- logo.png
- group1-shard10of11.bin
- group1-shard11of11.bin
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- group1-shard7of11.bin
- group1-shard8of11.bin
- group1-shard9of11.bin
- model.json
- ActivationSmoother.js
- feature-extractor.js
- inference.js
- labels.js
- manager.js
- wasm-audio-helper.js
- CustomToggle.vue
- DemosFooter.vue
- EssentiajsLogo.vue
- EssentiaLogo.vue
- MTGLogo.vue
- PredictionsDisplay.vue
- PredictionSet.vue
- YTStream.vue
- App.vue
- event-bus.js
- main.js
- utils.js
- index.html
- package-lock.json
- package.json
- README.md
- vite.config.js
- .dockerignore
- .gitignore
- Dockerfile
- README.md
- chartConfig.js
- index.html
- essentia_logo.svg
- essentiajsbanner.png
- upflogo.png
- index.js
- LICENSE.txt
- index.html
- melspectrogram-processor.js
- netlify.toml
- essentia.js-logo.png
- mtg-logo.png
- group1-shard1of1.bin
- model.json
- group1-shard1of1.bin
- model.json
- group1-shard1of1.bin
- model.json
- group1-shard1of1.bin
- model.json
- group1-shard1of1.bin
- model.json
- LICENSE
- essentia-wasm.module.js
- essentia.js-model.umd.js
- tf-backend-wasm-3.5.0.js
- tf.min.3.5.0.js
- audioUtils.js
- featureExtraction.js
- inference.js
- main.js
- tfjs-backend-wasm-simd.wasm
- tfjs-backend-wasm-threaded-simd.wasm
- tfjs-backend-wasm.wasm
- viz.js
- index.html
- style.css
- audio-encoder+1.0.4.patch
- freesound+0.0.4.patch
- acoustic-drums.93e0cb2b.wav
- 0.build.worker.js
- 0.build.worker.js.map
- build.js
- build.js.map
- index.html
- onset-instructions-1.gif
- onset-instructions-2.gif
- onset-instructions-3.gif
- onset-instructions-4.gif
- globals.scss
- acoustic-drums.wav
- onset-instructions-1.gif
- onset-instructions-2.gif
- onset-instructions-3.gif
- onset-instructions-4.gif
- AlgorithmControls.vue
- AudioDisplay.vue
- BrowseDisplayPanel.vue
- DemosFooter.vue
- DemosHeader.vue
- EssentiajsLogo.vue
- ExponentialSlider.vue
- FreesoundResult.vue
- FreesoundResultList.vue
- InstructionsModal.vue
- LicenseLogo.vue
- LinearSlider.vue
- MTGLogo.vue
- ProportionSlider.vue
- ProportionTag.vue
- utils.js
- onsets.module.js
- polarFFT.module.js
- audio-worker.js
- event-bus.js
- processing.js
- App.vue
- main.js
- .babelrc
- .gitignore
- package.json
- webpack.config.js
- essentia_logo.svg
- essentiajsbanner.png
- upflogo.png
- chartConfig.js
- index.html
- netlify.toml
- pitchyinprob-processor.js
- essentia-worklet-node.js
- essentia-worklet-processor.js
- index.html
- mic-toggle-button.js
- autotagging-rt.png
- discogs-autotagging.png
- hpcp-chroma-rt.png
- melspectrogram-rt.png
- mood-classifiers.png
- onsets.png
- pitchmelodia-rt.png
- rms-rt.png
- essentia-wasm.module.js
- essentia.js-model.umd.js
- group1-shard1of1.bin
- model.json
- app.js
- audio-utils.js
- extractor-worker.js
- index.html
- inference-worker.js
- index.html
- script.js
- index.html
- script.js
- framewise-feature.js
- mono-audio-file.js
- package.json
- README.md
- stereo-audio-file.js
- index.html
- script.js
- index.html
- essentiajsbanner.png
- bindings_extractor.cpp
- essentia_custom_extractor.cpp
- essentia_custom_extractor.h
- Makefile
- README.md
- essentiajs.cpp
- essentiajs.h
- bindings_essentiajs.cpp
- wasm.es6module.post.js
- wasm.module.pre.js
- wasm.umd.post.js
- wasm.webmodule.post.js
- bindings.cog
- code_generator.py
- cogfiles.txt
- configure_bindings.py
- excluded_algos.md
- header.cog
- included_algos.md
- js_wrapper.cog
- library.cog
- requirements.txt
- plot.ts
- README.md
- extractor.ts
- README.md
- index.ts
- README.md
- tfjs_input_extractor.ts
- tfjs_models.ts
- types.ts
- core_api.ts
- group1-shard1of1.bin
- model.json
- test.wav
- test_model.js
- test_pkg.js
- .gitignore
- .npmignore
- AUTHORS.md
- build-docs.sh
- build-libs.sh
- CHANGELOG.md
- CONTRIBUTING.md
- Dockerfile
- index.js
- jsdoc.config.json
- LICENSE
- Makefile.essentiajs
- package.json
- README.md
- rollup.config.js
- rollup.config.min.js
- tsconfig.json
# Installation Guide
1. Get the code
git clone https://github.com/MTG/essentia.js
Downloads the entire project code from GitHub to your computer.
cd essentia.js
Moves into the project folder you just downloaded.
2. Docker
Easy RecommendedPrerequisites
- Git Needed to download the project code from GitHub.
- Docker Desktop Needed to build and run containers. Install it and keep it running in the background.
docker build -t essentia-js .
Builds a runnable image based on the Dockerfile.
docker run -p 8080:80 essentia-js
Runs the built image as an actual container.
Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.
3. Node.js
EasyPrerequisites
npm install
Downloads and installs the libraries listed in package.json.
npm start
Starts the development/run server.
After running the command, open the address shown in the terminal (usually something like http://localhost:3000) in your browser.
4. Python
EasyPrerequisites
β οΈ This is a large repository, so this method may point to an internal sub-package rather than the actual core product. Check the full README as well.
pip install -r src/python/requirements.txt
Installs the Python libraries listed in requirements.txt (or similar).
python <μ€νν νμΌλͺ
>.py # READMEμμ μ νν μ€ν νμΌλͺ
μ νμΈνμΈμ
Runs the Python script (or module).
If it runs without errors and prints output in the terminal, it worked.
5. Make
MediumPrerequisites
- Git Needed to download the project code from GitHub.
- Make Usually pre-installed on Linux/macOS. On Windows, install separately (e.g. via MSYS2 or WSL).
β οΈ This is a large repository, so this method may point to an internal sub-package rather than the actual core product. Check the full README as well.
cd src/cpp/custom
This project's files live in a subfolder, so move into it first.
make
Compiles the code based on the generated build configuration to produce an executable.
If it finishes without errors, it worked. Try running the generated executable directly.
// repository documentation
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