Amphion: An Open-Source Audio, Music and Speech Generation Toolkit
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arXiv
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| Autori principali: | , , , , , , , , , , , , , , , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2023
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| _version_ | 1866916395191631872 |
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| author | Zhang, Xueyao Xue, Liumeng Gu, Yicheng Wang, Yuancheng Li, Jiaqi He, Haorui Wang, Chaoren Liu, Songting Chen, Xi Zhang, Junan Fang, Zihao Chen, Haopeng Tang, Tze Ying Zou, Lexiao Wang, Mingxuan Han, Jun Chen, Kai Li, Haizhou Wu, Zhizheng |
| author_facet | Zhang, Xueyao Xue, Liumeng Gu, Yicheng Wang, Yuancheng Li, Jiaqi He, Haorui Wang, Chaoren Liu, Songting Chen, Xi Zhang, Junan Fang, Zihao Chen, Haopeng Tang, Tze Ying Zou, Lexiao Wang, Mingxuan Han, Jun Chen, Kai Li, Haizhou Wu, Zhizheng |
| contents | Amphion is an open-source toolkit for Audio, Music, and Speech Generation, targeting to ease the way for junior researchers and engineers into these fields. It presents a unified framework that includes diverse generation tasks and models, with the added bonus of being easily extendable for new incorporation. The toolkit is designed with beginner-friendly workflows and pre-trained models, allowing both beginners and seasoned researchers to kick-start their projects with relative ease. The initial release of Amphion v0.1 supports a range of tasks including Text to Speech (TTS), Text to Audio (TTA), and Singing Voice Conversion (SVC), supplemented by essential components like data preprocessing, state-of-the-art vocoders, and evaluation metrics. This paper presents a high-level overview of Amphion. Amphion is open-sourced at https://github.com/open-mmlab/Amphion. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2312_09911 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Amphion: An Open-Source Audio, Music and Speech Generation Toolkit Zhang, Xueyao Xue, Liumeng Gu, Yicheng Wang, Yuancheng Li, Jiaqi He, Haorui Wang, Chaoren Liu, Songting Chen, Xi Zhang, Junan Fang, Zihao Chen, Haopeng Tang, Tze Ying Zou, Lexiao Wang, Mingxuan Han, Jun Chen, Kai Li, Haizhou Wu, Zhizheng Sound Audio and Speech Processing Amphion is an open-source toolkit for Audio, Music, and Speech Generation, targeting to ease the way for junior researchers and engineers into these fields. It presents a unified framework that includes diverse generation tasks and models, with the added bonus of being easily extendable for new incorporation. The toolkit is designed with beginner-friendly workflows and pre-trained models, allowing both beginners and seasoned researchers to kick-start their projects with relative ease. The initial release of Amphion v0.1 supports a range of tasks including Text to Speech (TTS), Text to Audio (TTA), and Singing Voice Conversion (SVC), supplemented by essential components like data preprocessing, state-of-the-art vocoders, and evaluation metrics. This paper presents a high-level overview of Amphion. Amphion is open-sourced at https://github.com/open-mmlab/Amphion. |
| title | Amphion: An Open-Source Audio, Music and Speech Generation Toolkit |
| topic | Sound Audio and Speech Processing |
| url | https://arxiv.org/abs/2312.09911 |