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node-red-contrib-max-audio-classifier

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node-red-contrib-max-audio-classifier

Node-RED node for audio-classifier

  • 0.1.4
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node-red-contrib-max-audio-classifier

Node-RED node for audio-classifier

An API for serving models

Note

To use this node effectively, you'll need a running instance of the Audio Classifier model from the Model Asset eXchange.

Get started with this and other free, open-source deep learning models on MAX at this link.

Install

Run the following command in your Node-RED user directory - typically ~/.node-red

    npm install node-red-contrib-max-audio-classifier

Usage

This model recognizes a signed 16-bit PCM wav file as an input, generates embeddings, applies PCA transformation/quantization, uses the embeddings as an input to a multi-attention classifier and outputs top 5 class predictions and probabilities as output. The model currently supports 527 classes which are part of the Audioset Ontology.

Inputs

payload Buffer
Buffer data of 16-bit PCM wav file.

Outputs

payload object
Prediction.

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Package last updated on 18 Feb 2019

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