118行Python脚本教你把古诗词变成mp3

前两天, 我凭借一首自己创作的古风词, 借助AI生成了一段时长为3分25秒的现代摇滚mp3, 有标点。整个过程跑下来核心代码只有 118 行 零第三方依赖。这篇文章就拆一下这个流程的技术实现以及里面那些坑。【整体架构三步完成】从一段文本到一首完整歌曲拆成三步第一步生成歌词。能当作原料的是你手头有的任何文本, 它可以是古诗词, 它可以是现代诗, 它可以是一段日记, 它甚至可以是一段你想说的话。AI 依据你所给予的词牌或者主题, 将其转变为带有段落结构主歌、副歌、桥段的整段歌词。我这次用的示例是之前那首岳阳楼主题的词。原始版本是散句AI 改写后变成了带Pre-五段结构的完整歌词共 59 行。第二步提交生成任务。把歌词发送给音乐生成 API, 把风格描述也发送给音乐生成 API, 如此这般, 便能得到一个任务 ID。第三步轮询 下载。任务 ID 拿去轮询状态等它变成 去下载音频文件。全程 3 分钟左右。【核心脚本解析118 行 】我所使用的这个脚本, 并未运用任何第三方库, 仅仅使用了标准库里的内容, 其中包括json, 以及时间处理的相关部分。整个脚本的结构是这样的。导入区全局配置脚本启动之际, 会从处于相同目录位置的配置文件之中, 读取三个值, 这三个值分别是, API Key, 提交地址, 模型名。用以实施鉴权, 它作为提交端点, 所属的是异步队列, 其中MODEL为模型标识。核心函数一这个函数封装了所有 HTTP 调用。它自动处理把它进行序列化这一操作, 使其成为JSON格式, 再给它加上鉴权头这一内容, 还要加上-Type。要是属于GET请求, 那就不传递body。要是属于POST, 那就得把JSON body放入其中。遇到 HTTP 错误时读报错正文方便排查。核心函数二从返回的 下载音频分块写入本地文件。每块 64KB支持大文件。主函数 main第一步——组装 。把模型名, 将歌词, 还有采样率, 以及比特率, 连同格式, 统统装入一个嵌套着的字典。第二步——POST 提交。把 发给异步队列端点拿回一个 。如果拿不到 立刻报失败退出。第三步——轮询状态。每 10 秒查一次状态直到 变成 、 或 error。总共最多轮询 420 秒7 分钟。第四步——下载音频。从返回的 下载写到本地文件。打印文件大小和路径结束。【三个技术关键点】关键点一异步任务队列不是标准 chat 接口。这个是最容易踩坑的地方。遵循主流的大模型 API 呈现的格式均为 chat/ 样式, 即当你发送一则消息时, 能够直接获取并退回一段给予的回复。但 Music 3.0 走的是异步任务队列协议。你 POST 提交一个任务拿回一个 ID。然后你得自己去轮询这个 ID直到服务端告诉你任务完成。这表明, 你不可以使用那些仅仅转发chat/的网关去进行中转, 一定要单独撰写一个脚本, 来处理这个流程。关键点二 字段是必填的不能传空。一开始我以为是纯音乐模式可以只传空字符串。实际上服务端直接报错说无法生成请求。官方的 参数被 GMI 这一层封装掉了传了就报错。解决方案是传一个只含结构标签的假歌词识别到 标签就知道要输出纯器乐段。这点在脚本里用 --inst 参数做了封装。关键点三HTTP 超时时间要设够。异步队列的排队时间波动很大默认 30 秒绝对不够。我把连接超时和轮询总超时分开设单次请求超时 300 秒。轮询总时间上限 420 秒。此设置于脚本当中是被硬编码的, 然而在实际运用的时候, 能够依照网络状况进行调整。【岳阳 V2 实战演示】这是那首岳阳楼词改写后的完整歌词截取副歌段我的影子在岳阳楼下, 比楼还要孤单, 湖水替我喊出那句, 先忧后乐, 天下人那么多, 先天下之忧而忧, 后天下之乐而乐, 我站在楼上看着。调脚本时给的 是这样写的华语现代摇滚, 男声呈现低沉状态, 且伴有撕裂般的嘶吼, 钢琴声与电吉他声相互交织在一起, 有中国大鼓存在, 速度为中速85BPM, 带有沧桑漂泊之感但又蕴含着希望, 副歌部分爆发“先天下之忧”的嘶吼。实际命令把.py文件, 关联到岳阳楼.txt, 其描述为现代华语摇滚, 男声是低沉加上撕裂嘶吼, 钢琴跟电吉他相互交织, 还有中国大鼓, 然后输出岳阳.mp3。输出将……民意调查……微软音频转换为 - 岳阳的: 岳阳.mp36.29 兆字节, 这样的表述是否正确呢。毫秒也就是 3 分 25 秒。【把音频变成可视化】mp3 是二进制文件直接贴到图文里播放不了。我搞出了一个替代的方案, 将音频转化成频谱图与波形图, 把这当作文章的可视化呈现。这一具体的做法是, 运用 numpy 来对音频的能量分布予以仿效, 再借助其画成可以进行可视化呈现的图。频谱图将频率与时间轴的能量分布予以展示, 从中可以见到人声主要处于中低频段范围也就是100到之间而非人声类的鼓点以及失真吉他则呈现于高频段。波形图将三个声道的能量变化予以展示, 从中能够看到, 副歌段的能量峰值显著地高于主歌。这两张图就是刚才那首岳阳 V2 的可视化结果。【脚本源码脱敏版】这是核心部分的代码骨架# 提交 resp (, ) rid resp轮询, t0赋值为time.time(), 进入while循环st赋值为(f{}/{rid}, 60), 若st在(error)中, 则跳出循环, 若time.time()减去t0大于420, 则sys.exit(2), 执行time.sleep(10)。# 下载 st(, args.out)这就是整个流程。【关于音乐可视化更深的坑】适才所看到的频谱图乃是“示意版”, 此频谱图是借助numpy对音频能量分布所做的模拟结果, 并非由mp3进行真实解码而得来的。想要对mp3进行真实的解码操作, 是需要numpy与wave进行配合的, 然而mp3并非是wave格式。真实方案是用 或 解码但会引入第三方依赖。若你有对真实音频进行分析的需求, 此情况之下能够去安装, 借助一行命令便能够输出频谱数据。这是留给读者练习的延伸方向。【适合谁用】如果你想把古诗词变成可听的音乐——这个脚本可以直接用。要是处于技术宅的身份, 想要弄明白AI音乐生成的原理, 那么这篇文应当足以让你达成理解了。若你憧憬着自行去部署一整套完备的专门用于从歌词改编到歌曲创作的流程体系, 那么此套脚本以及与之相适配的把歌词进行改写的能力, 便构成了一个完整无缺的系统。【获取音频】属于这篇文章的示例音频, 其具体为岳阳V2版本, 风格是现代摇滚, 时长为3分25秒, 在该音频的评论区留言“岳阳”, 便能够获取mp3。亦欢迎于评论区展开交流, 比如说, 你最为期望生成何种风格的歌曲, 又或者, 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