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Using LM to further compress audio
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Classroom Contents
High Fidelity Neural Audio Compression - Paper & Code Explained
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- 1 Intro
- 2 Paper walk-through: high level overview
- 3 Residual Vector Quantization
- 4 Reducing the BW using arithmetic coding and transformers
- 5 Loss formulations and results
- 6 Code walk-through
- 7 EnCodec architecture
- 8 Residual Vector Quantizer module
- 9 Loading the audio signal
- 10 Compression - a forward pass through the encoder
- 11 Quantization forward pass
- 12 Efficiently packing the bits
- 13 Using LM to further compress audio
- 14 Outro
