Audio2Hero

Model Details

Model Description

Love Guitar Hero but don't have game files for your favorite song? Audio2Hero is an encoder-decoder transformer finetuned to generate Guitar Hero chart files (files which describe the level setup including buttons and note timings) from any audio!

Developed by: [Matthew Banaag & Tim Gubski]
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Model type: [Encoder-Decoder Transformer based on T5]
Language(s) (NLP): [More Information Needed]
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Finetuned from model [optional]: [sweetcocoa/pop2piano]

Model Sources [optional]

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Uses

Direct Use

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Downstream Use [optional]

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Out-of-Scope Use

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Bias, Risks, and Limitations

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Recommendations

Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.

How to Get Started with the Model

Use the code below to get started with the model.

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Training Details

Training Data

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Training Procedure

Preprocessing [optional]

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Training Hyperparameters

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Speeds, Sizes, Times [optional]

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Evaluation

Testing Data, Factors & Metrics

Testing Data

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Factors

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Metrics

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Results

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Summary

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Environmental Impact

Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).

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Technical Specifications [optional]

Model Architecture and Objective

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Compute Infrastructure

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Hardware

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Software

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Citation [optional]

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