Sugar

Efficient Speech Processing Tookit for Automatic Speaker Recognition

| HuggingFace |

What's New

• EfficientTDNN: Efficient Architecture Search for Speaker Recognition

Requirements and Installation

• PyTorch version >= 1.7.1
• Python version >= 3.7.9
• To install sugar:

git clone https://github.com/mechanicalsea/sugar.git
cd sugar
pip install --editable .

We provide pre-trained models for extracting speaker embeddings via huggingface.

Tutorials

• EfficientTDNN: the evalution of a subnet and search on the trained supernet

Citing EfficientTDNN

Please, cite EfficientTDNN if you use it for your research or business.

@article{speechbrain,
  title={{EfficientTDNN}: Efficient Architecture Search for Speaker Recognition in the Wild},
  author={Rui Wang and Zhihua Wei and Haoran Duan and Shouling Ji and Zhen Hong},
  year={2021},
  eprint={2103.13581},
  archivePrefix={arXiv},
  primaryClass={eess.AS},
  note={arXiv:2103.13581}
}