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Amphion is a toolkit from OpenMMLab dedicated to audio, music, and speech generation, aimed at both reproducible research and helping newcomers get started in generative audio. It provides standardized implementations and recipes for classic and state-of-the-art generative models in audio, including TTS, music generation, and voice conversion. A distinctive feature of Amphion is its emphasis on visualization: it offers interactive visualizations of model architectures and generation processes, making it easier to understand how complex generative audio models work. The toolkit is organized with example experiments (“egs”) and visualization demos that guide users through training, evaluation, and inspection of models. Built on the broader OpenMMLab ecosystem, Amphion follows modular design patterns and configuration systems similar to other OpenMMLab projects, easing adoption for users who are already familiar with that stack.
Features
- Unified toolkit for audio, music, and speech generation under the OpenMMLab ecosystem
- Ready-made recipes and baseline implementations for classic and modern generative audio models
- Interactive visualizations of architectures and generation flows to aid understanding and teaching
- Example “egs” projects that demonstrate end-to-end training, evaluation, and analysis
- Modular configuration system aligned with other OpenMMLab toolkits for easier integration
- Focus on reproducible research and making it easier for junior researchers and engineers to enter audio generation
Project Samples
