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--- |
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metrics: |
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- accuracy |
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- roc_auc |
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base_model: |
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- facebook/wav2vec2-base-960h |
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--- |
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Currently, the model returns the confidence score that the input audio is created by one of the following classical composers |
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found in [MusicNet Dataset](https://www.kaggle.com/datasets/imsparsh/musicnet-dataset) - a curated collection of 330 freely-licensed |
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labeled classical music recordings - used for the training of this model: |
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- [Beethoven](https://en.wikipedia.org/wiki/Ludwig_van_Beethoven); |
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- [Bach](https://en.wikipedia.org/wiki/Johann_Sebastian_Bach); |
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- [Schubert](https://en.wikipedia.org/wiki/Franz_Schubert); |
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- [Mozart](https://en.wikipedia.org/wiki/Wolfgang_Amadeus_Mozart); |
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- [Brahms](https://en.wikipedia.org/wiki/Johannes_Brahms). |
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More details in [my Kaggle notebook](https://www.kaggle.com/code/dima806/speech-accent-multiclass-classification) and [my Medium post](https://pub.towardsai.net/creating-an-audio-classification-pipeline-for-identifying-classical-music-composers-1b3a5c453a66?sk=804fec0f2a3ba90e69724f95e703d677). |
