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README.md

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@@ -9,13 +9,10 @@ neural audio codec, introduced in the paper titled **High-Fidelity Audio Compres
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📈 [Demo Site](https://descript.notion.site/Descript-Audio-Codec-11389fce0ce2419891d6591a68f814d5)<br>
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[Model Weights](https://github.com/descriptinc/descript-audio-codec/releases/download/0.0.1/weights.pth)
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### Results
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<p align="left">
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<p align="center">
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<img src="./assets/comparsion_stats.png" alt="Comparison of compressions approaches. Our model achieves a higher compression factor compared to all baseline methods. Our model has a ~90x compression factor compared to 32x compression factor of EnCodec and 64x of SoundStream. Note that we operate at a target bitrate of 8 kbps, whereas EnCodec operates at 24 kbps and SoundStream at 6 kbps. We also operate at 44.1 kHz, whereas EnCodec operates at 48 kHz and SoundStream operates at 24 kHz." width=35%></p>
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<p align="left">
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<img src="./assets/objective_comparisons.png" width=75%></p>
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## Usage
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```
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python -m pytest tests
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```
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## More results
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<p align="left">
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<img src="./assets/objective_comparisons.png" width=75%></p>

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