音频处理文档¶
Torchaudio 是一个用于音频和信号处理的 PyTorch 库。 它提供了输入/输出、信号和数据处理功能、数据集、 模型实现以及应用程序组件。
教程¶
引用 torchaudio¶
如果你发现 torchaudio 有用，请引用以下论文：
黄俊贤, Hira, M., 陈昌, 张翔, 倪哲, 孙国, 马平, 黄荣, Pratap, V., 张宇, Kumar, A., 于晨阳, 朱超, 刘晨, Kahn, J., Ravanelli, M., 孙鹏, 渡边伸, 施毅, 陶涛, Scheibler, R., Cornell, S., 金世勋, & Petridis, S. (2023). TorchAudio 2.1: 推进 PyTorch 的语音识别、自监督学习和音频处理组件。arXiv 预印本 arXiv:2310.17864
杨毅远，Hira, M., 倪正，Chourdia, A., Astafurov, A., 陈超，叶承甫，Puhrsch, C., Pollack, D., Genzel, D., Greenberg, D., 杨恩泽，连杰，Mahadeokar, J., Hwang, J., 陈杰，Goldsborough, P., Roy, P., Narenthiran, S., 渡边伸，Chintala, S., Quenneville-Bélair, V, 史岩. (2021). TorchAudio: 音频和语音处理的构建模块。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}
}