AudioLM

Implementation of AudioLM paper by google

Installation

pip install https://github.com/Haislich/AudioLM/raw/main/dist/audiolm-0.1.0.tar.gz

Setting up the development environment/ building from source

AudioLM relies on relies on the Poetry build system.

To install poetry

pip install poetry

Once poetry is installed poetry will manage the needed dependencies and set up the working environment.

git clone https://github.com/Haislich/AudioLM   # Clone the repo.
cd AudioLM                                      # Change directory.
poetry shell                                    # This creates the venv.
poetry install                                  # This install the required dependencies.

References

• Github guidelines for repository files

• Causal padding

• Explanation of Residual Vector Quantization

• What are codebooks

• More on codebooks

• Transposed Convolution

• More on transposed convolution

• Even more on transposed convolution and some examples of dilations

• Convolutions in Autoregressive Neural Networks

• Encodec, meta neural encoder

• AudioLM: a Language Modeling Approach to Audio Generation

• Google Ai principles