Introduction

This project aims to construct a simple python library to classify vinyl records according to the Goldmine Grading.

The package is constructed with my finetuned version of facebook/wav2vec2-base called wav2vec2-base-vinyl_condition.

Features

• Obtain grading condition from an audio clip of the vinyl.

Future features:

• Improve model accuracy.
• Obtain visual grading condition from a photo of the vinyl.
• Obtain visual grading condition of the cover from a photo of it.
• Process entire folders creating a dataframe with paths and conditions.
• Find out wherever a vinyl is scratched or not.
• Determine the genre of the vinyl.
• Identification of vinyl from photo.
• Get value of the record based on discogs price.

Installation

To install, run the following command in your terminal:

pip install git+https://github.com/jvaleroliet/deepdiggin.git@main

Basic Usage

from  deepdiggin import predict

condition = predict.condition_from_audio('path/to/audio')

print(condition)

Under Construction

The package is under construction. Feel free to collaborate. 🎵