Torchaudio 文档¶
Torchaudio 是一个用于 PyTorch 音频和信号处理的库。它提供 I/O、信号和数据处理函数、数据集、模型实现和应用程序组件。
注意
从 2.8 版本开始，我们正在重构 TorchAudio，以使其进入维护阶段。因此：
一些 API 在 2.8 版本中被弃用，并将在 2.9 版本中被移除。
PyTorch 用于音频和视频的解码和编码功能正在被整合到 TorchCodec 中。
请参阅 https://github.com/pytorch/audio/issues/3902 获取更多信息。
教程¶
引用 torchaudio¶
如果您发现 torchaudio 有用，请引用以下论文
Hwang, J., Hira, M., Chen, C., Zhang, X., Ni, Z., Sun, G., Ma, P., Huang, R., Pratap, V., Zhang, Y., Kumar, A., Yu, C.-Y., Zhu, C., Liu, C., Kahn, J., Ravanelli, M., Sun, P., Watanabe, S., Shi, Y., Tao, T., Scheibler, R., Cornell, S., Kim, S., & Petridis, S. (2023). TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch. arXiv 预印本 arXiv:2310.17864
Yang, Y.-Y., Hira, M., Ni, Z., Chourdia, A., Astafurov, A., Chen, C., Yeh, C.-F., Puhrsch, C., Pollack, D., Genzel, D., Greenberg, D., Yang, E. Z., Lian, J., Mahadeokar, J., Hwang, J., Chen, J., Goldsborough, P., Roy, P., Narenthiran, S., Watanabe, S., Chintala, S., Quenneville-Bélair, V, & Shi, Y. (2021). TorchAudio: Building Blocks for Audio and Speech Processing. arXiv 预印本 arXiv:2110.15018.
BibTeX 格式
@misc{hwang2023torchaudio,
title={TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch},
author={Jeff Hwang and Moto Hira and Caroline Chen and Xiaohui Zhang and Zhaoheng Ni and Guangzhi Sun and Pingchuan Ma and Ruizhe Huang and Vineel Pratap and Yuekai Zhang and Anurag Kumar and Chin-Yun Yu and Chuang Zhu and Chunxi Liu and Jacob Kahn and Mirco Ravanelli and Peng Sun and Shinji Watanabe and Yangyang Shi and Yumeng Tao and Robin Scheibler and Samuele Cornell and Sean Kim and Stavros Petridis},
year={2023},
eprint={2310.17864},
archivePrefix={arXiv},
primaryClass={eess.AS}
}
@article{yang2021torchaudio,
title={TorchAudio: Building Blocks for Audio and Speech Processing},
author={Yao-Yuan Yang and Moto Hira and Zhaoheng Ni and
Anjali Chourdia and Artyom Astafurov and Caroline Chen and
Ching-Feng Yeh and Christian Puhrsch and David Pollack and
Dmitriy Genzel and Donny Greenberg and Edward Z. Yang and
Jason Lian and Jay Mahadeokar and Jeff Hwang and Ji Chen and
Peter Goldsborough and Prabhat Roy and Sean Narenthiran and
Shinji Watanabe and Soumith Chintala and
Vincent Quenneville-Bélair and Yangyang Shi},
journal={arXiv preprint arXiv:2110.15018},
year={2021}
}
