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Holistic Evaluation of Audio Representations (HEAR) 2021 -- Submission Validator

Project description

HEAR2021

HEAR 2021 Submission Validator

This package provides a command-line tool to verify that a python module follows the HEAR 2021 common API.

For full details on the HEAR 2021 NeurIPS competition please visit the competition website.

Installation

Tested with Python 3.7 and 3.8. Python 3.9 is not officially supported because pip3 installs are very finicky, but it might work.

pip install hearvalidator

This will install a command-line tool: hear-validator

Usage

Let's validate the HEAR baseline model:

pip install hearbaseline
wget https://github.com/neuralaudio/hear-baseline/raw/main/saved_models/naive_baseline.pt
hear-validator hearbaseline --model ./naive_baseline.pt

Optional arguments for hear-validator:

  • --model: Load the model weights from this path.
  • --device: Device to run validation on. If this isn't specified then this will run on a GPU if one is present. If no GPU is available then this will default to the CPU.

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