🎵 music

InspireMusic

A music, song and audio generation toolkit based on PyTorch that supports high-quality audio generation

#Open source
#deep learning
#audio processing
#music generation
#PyTorch
InspireMusic

Product Details

InspireMusic is an AIGC toolkit and model framework focusing on music, song and audio generation, developed using PyTorch. It achieves high-quality music generation through audio tokenization and decoding processes, combined with autoregressive Transformer and conditional flow matching models. The toolkit supports multiple condition controls such as text prompts, music style, structure, etc. It can generate high-quality audio at 24kHz and 48kHz, and supports long audio generation. In addition, it also provides convenient fine-tuning and inference scripts to facilitate users to adjust the model according to their needs. InspireMusic is open sourced to empower ordinary users to improve sound performance in research through music creation.

Main Features

1
支持文本到音乐生成,可根据文本描述生成对应风格的音乐
2
支持音乐续写任务,可基于已有音频片段继续生成音乐
3
支持多种音频采样率(24kHz 和 48kHz),满足不同质量需求
4
提供长音频生成能力,可生成超过 5 分钟的音乐
5
支持混合精度训练(FP16、BF16、FP32),提高训练效率
6
提供方便的微调和推理脚本,简化模型调整和部署流程

How to Use

1
1. 克隆仓库:`git clone --recursive https://github.com/FunAudioLLM/InspireMusic.git`
2
2. 安装依赖:创建 Conda 环境并安装 Python 3.8 和 PyTorch 2.0.1,运行 `pip install -r requirements.txt`
3
3. 下载预训练模型:从 ModelScope 或 HuggingFace 下载 InspireMusic 模型
4
4. 运行推理脚本:使用 `python -m inspiremusic.cli.inference` 命令进行文本到音乐的生成
5
5. 自定义生成参数:通过命令行参数调整生成任务、模型、文本提示、音频时长等

Target Users

该产品适合音乐创作者、音频工程师、研究人员以及任何需要通过文字生成音乐或对音乐生成模型进行研究和开发的人群。创作者可以利用其文本到音乐的功能快速生成灵感音频,研究人员可以基于其开源代码和模型进行进一步的算法优化和功能拓展。

Examples

使用文本提示生成舒缓的爵士乐,适用于餐厅或水疗中心背景音乐

基于一段爵士乐音频片段,继续生成后续音乐内容

通过模型生成 48kHz 高采样率的高质量古典音乐

Quick Access

Visit Website →

Categories

🎵 music
› music generation
› AI model

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