Training Audio Captioning Models without Audio

This repository contains Stylized captions from Training Audio Captioning Models without Audio. The captions are provided in a .csv format.

Structure

The style captions are located under style folder

.
├── ...
├── Style              
│   ├── Humorous          # Humorous style
│   ├── Uplifting         # Uplifting style
└── ...

The original captions and the corresponding audio files for AudioCaps and Clotho can be found here: AudioCaps, Clotho

Styles available

• Humorous: The Humorous captions are generated by GPT-4 through Microsoft's Azure OpenAI service. They are mainly focused on creative and humorous descriptions of sounds, noises, and interactions between people and their environment.
• Uplifting: The Humorous captions are generated by GPT-4 through Microsoft's Azure OpenAI service. The are mainly focused on descriptions of sounds that inspire happiness, optimism, and emit hope.

Citation

@article{noaudiocap,
  title={Training Audio Captioning Models without Audio},
  author={Soham Deshmukh and Benjamin Elizalde and Dimitra Emmanouilidou and Bhiksha Raj and Rita Singh and Huaming Wang},
  journal={arXiv preprint arXiv:2309.07372},
  year={2023}
}

Contributing

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Trademarks

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