{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/amphion-an-open-source-audio-music-and-speech","title":"Amphion: An Open-Source Audio, Music and Speech Generation Toolkit","arxiv_id":"2312.09911","date":"2023-12-15","proceeding":null,"authors":["Xueyao Zhang","Liumeng Xue","Yicheng Gu","Yuancheng Wang","Jiaqi Li","Haorui He","Chaoren Wang","Songting Liu","Xi Chen","Junan Zhang","Zihao Fang","Haopeng Chen","Tze Ying Tang","Lexiao Zou","Mingxuan Wang","Jun Han","Kai Chen","Haizhou Li","Zhizheng Wu"],"abstract":"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.","url_abs":"https://arxiv.org/abs/2312.09911v3","url_pdf":"https://arxiv.org/pdf/2312.09911v3.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"links_only","authors_date_abstract":"arXiv metadata, CC0 1.0 (https://info.arxiv.org/help/license), from the Kaggle arXiv metadata snapshot of 2026-09-12"},"code_links":[{"paper_slug":"amphion-an-open-source-audio-music-and-speech","repo_url":"https://github.com/open-mmlab/amphion","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"ok","spdx":"MIT"}}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":"https://syntology.ai/paper/2312.09911","atlas_url":"https://app.syntology.ai/?focus=2312.09911","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}