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animation-name: none;"><div class="flex flex-col gap-[10px] pl-[12px] my-[4px] "><div class="border-l border-neutral-200 flex flex-col gap-[2px] "><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/quick-start/first-api-call" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/quick-start/first-api-call" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">首次调用 API</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/quick-start/model-hyperparameters" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/quick-start/model-hyperparameters" style="font-size: 14px; 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line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">定价与限速</p></div></a></div><div class="flex w-full flex-col" data-doc-nav-href="/docs/news"><div data-state="open" data-slot="collapsible"><div class="flex gap-[4px] h-[32px] items-center px-[8px] py-0 w-full transition-colors cursor-pointer rounded-[6px] bg-white hover:bg-[#f5f5f5]" type="button" aria-controls="radix-_r_5_" aria-expanded="true" data-state="open" data-slot="collapsible-trigger"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden text-[14px]" style="color: rgb(31, 35, 41);"><p class="leading-[20px] overflow-ellipsis overflow-hidden whitespace-nowrap">新闻</p></div><div class="flex items-center justify-center overflow-clip"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down w-[14px] h-[14px] transition-transform" aria-hidden="true" style="color: rgb(100, 106, 115);"><path d="m6 9 6 6 6-6"></path></svg></div></div><div data-state="open" id="radix-_r_5_" data-slot="collapsible-content" class="CollapsibleContent" style="transition-duration: 0s; animation-name: none;"><div class="flex flex-col gap-[10px] pl-[12px] my-[4px] "><div class="border-l border-neutral-200 flex flex-col gap-[2px] "><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/news/v2.5-tts-release" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/news/v2.5-tts-release" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">Xiaomi MiMo-V2.5-TTS-Series + ASR 正式发布：你的声音，随心所“驭”</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/news/v2.5-news" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/news/v2.5-news" style="font-size: 14px; 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line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">Xiaomi MiMo Token Plan 正式发布</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/news/free-trial-extension" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/news/free-trial-extension" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">Xiaomi MiMo Agent 框架调用限免活动延长一周</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/news/first-week-free" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/news/first-week-free" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">Xiaomi MiMo 联合全球顶级 Agent 框架开启首周限免</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/news/v2-pro-release" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/news/v2-pro-release" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">Xiaomi MiMo-V2-Pro 发布：面向 Agent 时代的旗舰基座</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/news/v2-omni-release" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/news/v2-omni-release" style="font-size: 14px; 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line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">MiMo-V2-Flash 更新日志 2026/03/03</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/news/news20260212" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/news/news20260212" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">MiMo-V2-Flash 更新日志 2026/02/04</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/news/billing" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/news/billing" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">Xiaomi MiMo API 开放平台计费即将启动</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/news/recharge" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/news/recharge" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">Xiaomi MiMo API 开放平台充值功能开放通知</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/news/news20260112" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/news/news20260112" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">MiMo-V2-Flash 更新日志 2026/01/12</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/news/beta-free" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/news/beta-free" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">MiMo 模型公测限免延长公告</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/news/news20251216" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/news/news20251216" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">MiMo-V2-Flash 发布 2025/12/16</p></div></a></div></div></div></div></div></div></div><div class="flex w-full flex-col" data-doc-nav-href="/docs/api"><div data-state="open" data-slot="collapsible"><div class="flex gap-[4px] h-[32px] items-center px-[8px] py-0 w-full transition-colors cursor-pointer rounded-[6px] bg-white hover:bg-[#f5f5f5]" type="button" aria-controls="radix-_r_6_" aria-expanded="true" data-state="open" data-slot="collapsible-trigger"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden text-[14px]" style="color: rgb(31, 35, 41);"><p class="leading-[20px] overflow-ellipsis overflow-hidden whitespace-nowrap">API 文档</p></div><div class="flex items-center justify-center overflow-clip"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down w-[14px] h-[14px] transition-transform" aria-hidden="true" style="color: rgb(100, 106, 115);"><path d="m6 9 6 6 6-6"></path></svg></div></div><div data-state="open" id="radix-_r_6_" data-slot="collapsible-content" class="CollapsibleContent" style="transition-duration: 0s; animation-name: none;"><div class="flex flex-col gap-[10px] pl-[12px] my-[4px] "><div class="border-l border-neutral-200 flex flex-col gap-[2px] "><div class="flex flex-col gap-px pl-[16px]"><div class="flex w-full flex-col" data-doc-nav-href="/docs/api/chat"><div data-state="open" data-slot="collapsible"><div class="flex gap-[4px] h-[32px] items-center px-[8px] py-0 w-full transition-colors cursor-pointer rounded-[6px] bg-white hover:bg-[#f5f5f5]" type="button" aria-controls="radix-_r_7_" aria-expanded="true" data-state="open" data-slot="collapsible-trigger"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden text-[14px]" style="color: rgb(31, 35, 41);"><p class="leading-[20px] overflow-ellipsis overflow-hidden whitespace-nowrap">对话</p></div><div class="flex items-center justify-center overflow-clip"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down w-[14px] h-[14px] transition-transform" aria-hidden="true" style="color: rgb(100, 106, 115);"><path d="m6 9 6 6 6-6"></path></svg></div></div><div data-state="open" id="radix-_r_7_" data-slot="collapsible-content" class="CollapsibleContent" style="transition-duration: 0s; animation-name: none;"><div class="flex border-l border-neutral-200 flex-col gap-[2px] ml-[12px] my-[4px] pl-[16px]"><div data-doc-nav-href="/docs/api/chat/openai-api" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/api/chat/openai-api" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(100, 106, 115);">OpenAI API</p></div></a></div><div data-doc-nav-href="/docs/api/chat/anthropic-api" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/api/chat/anthropic-api" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(100, 106, 115);">Anthropic API</p></div></a></div></div></div></div></div></div></div></div></div></div></div><div class="flex w-full flex-col" data-doc-nav-href="/docs/tokenplan"><div data-state="open" data-slot="collapsible"><div class="flex gap-[4px] h-[32px] items-center px-[8px] py-0 w-full transition-colors cursor-pointer rounded-[6px] bg-white hover:bg-[#f5f5f5]" type="button" aria-controls="radix-_r_8_" aria-expanded="true" data-state="open" data-slot="collapsible-trigger"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden text-[14px]" style="color: rgb(31, 35, 41);"><p class="leading-[20px] overflow-ellipsis overflow-hidden whitespace-nowrap">Token Plan</p></div><div class="flex items-center justify-center overflow-clip"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down w-[14px] h-[14px] transition-transform" aria-hidden="true" style="color: rgb(100, 106, 115);"><path d="m6 9 6 6 6-6"></path></svg></div></div><div data-state="open" id="radix-_r_8_" data-slot="collapsible-content" class="CollapsibleContent" style="transition-duration: 0s; animation-name: none;"><div class="flex flex-col gap-[10px] pl-[12px] my-[4px] "><div class="border-l border-neutral-200 flex flex-col gap-[2px] "><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/tokenplan/subscription" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/tokenplan/subscription" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">订阅说明</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/tokenplan/quick-access" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/tokenplan/quick-access" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">快速接入</p></div></a></div></div></div></div></div></div></div><div class="flex w-full flex-col" data-doc-nav-href="/docs/integration"><div data-state="open" data-slot="collapsible"><div class="flex gap-[4px] h-[32px] items-center px-[8px] py-0 w-full transition-colors cursor-pointer rounded-[6px] bg-white hover:bg-[#f5f5f5]" type="button" aria-controls="radix-_r_9_" aria-expanded="true" data-state="open" data-slot="collapsible-trigger"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden text-[14px]" style="color: rgb(31, 35, 41);"><p class="leading-[20px] overflow-ellipsis overflow-hidden whitespace-nowrap">集成扩展</p></div><div class="flex items-center justify-center overflow-clip"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down w-[14px] h-[14px] transition-transform" aria-hidden="true" style="color: rgb(100, 106, 115);"><path d="m6 9 6 6 6-6"></path></svg></div></div><div data-state="open" id="radix-_r_9_" data-slot="collapsible-content" class="CollapsibleContent" style="transition-duration: 0s; animation-name: none;"><div class="flex flex-col gap-[10px] pl-[12px] my-[4px] "><div class="border-l border-neutral-200 flex flex-col gap-[2px] "><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/integration/tools-overview" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/integration/tools-overview" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">AI 工具总览</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/integration/opencode" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/integration/opencode" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">OpenCode 配置</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/integration/claudecode" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/integration/claudecode" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">Claude Code 配置</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/integration/openclaw" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/integration/openclaw" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">OpenClaw 配置</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/integration/cline" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/integration/cline" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">Cline 配置</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/integration/kilocode" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/integration/kilocode" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">Kilo Code 配置</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/integration/roocode" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/integration/roocode" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">Roo Code 配置</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/integration/codex" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/integration/codex" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">Codex 配置</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/integration/cherrystudio" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/integration/cherrystudio" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">Cherry Studio 配置</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/integration/zed" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/integration/zed" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">Zed 配置</p></div></a></div></div><div class="flex flex-col gap-px pl-[16px]"><div data-doc-nav-href="/docs/integration/qwencode" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/integration/qwencode" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(31, 35, 41);">Qwen Code 配置</p></div></a></div></div></div></div></div></div></div><div class="flex w-full flex-col" data-doc-nav-href="/docs/usage-guide"><div data-state="open" data-slot="collapsible"><div class="flex gap-[4px] h-[32px] items-center px-[8px] py-0 w-full transition-colors cursor-pointer rounded-[6px] bg-white hover:bg-[#f5f5f5]" type="button" aria-controls="radix-_r_a_" aria-expanded="true" data-state="open" data-slot="collapsible-trigger"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden text-[14px]" style="color: rgb(31, 35, 41);"><p class="leading-[20px] overflow-ellipsis overflow-hidden whitespace-nowrap">使用指南</p></div><div class="flex items-center justify-center overflow-clip"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down w-[14px] h-[14px] transition-transform" aria-hidden="true" style="color: rgb(100, 106, 115);"><path d="m6 9 6 6 6-6"></path></svg></div></div><div data-state="open" id="radix-_r_a_" data-slot="collapsible-content" class="CollapsibleContent" style="transition-duration: 0s; animation-name: none;"><div class="flex flex-col gap-[10px] pl-[12px] my-[4px] "><div class="border-l border-neutral-200 flex flex-col gap-[2px] "><div class="flex flex-col gap-px pl-[16px]"><div class="flex w-full flex-col" data-doc-nav-href="/docs/usage-guide/tool-calling"><div data-state="open" data-slot="collapsible"><div class="flex gap-[4px] h-[32px] items-center px-[8px] py-0 w-full transition-colors cursor-pointer rounded-[6px] bg-white hover:bg-[#f5f5f5]" type="button" aria-controls="radix-_r_b_" aria-expanded="true" data-state="open" data-slot="collapsible-trigger"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden text-[14px]" style="color: rgb(31, 35, 41);"><p class="leading-[20px] overflow-ellipsis overflow-hidden whitespace-nowrap">工具调用</p></div><div class="flex items-center justify-center overflow-clip"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down w-[14px] h-[14px] transition-transform" aria-hidden="true" style="color: rgb(100, 106, 115);"><path d="m6 9 6 6 6-6"></path></svg></div></div><div data-state="open" id="radix-_r_b_" data-slot="collapsible-content" class="CollapsibleContent" style="transition-duration: 0s; animation-name: none;"><div class="flex border-l border-neutral-200 flex-col gap-[2px] ml-[12px] my-[4px] pl-[16px]"><div data-doc-nav-href="/docs/usage-guide/tool-calling/web-search" class="flex gap-[4px] items-center px-[8px] py-[6px] w-full transition-colors rounded-[6px] bg-white hover:bg-[#f5f5f5]"><a class="flex-1 flex gap-[10px] items-start rounded-[6px]" href="/docs/usage-guide/tool-calling/web-search" style="font-size: 14px; line-height: 20px; font-weight: 400;"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden"><p class="leading-[20px] overflow-ellipsis overflow-hidden" style="color: rgb(100, 106, 115);">联网搜索</p></div></a></div></div></div></div></div></div><div class="flex flex-col gap-px pl-[16px]"><div class="flex w-full flex-col" data-doc-nav-href="/docs/usage-guide/multimodal-understanding"><div data-state="open" data-slot="collapsible"><div class="flex gap-[4px] h-[32px] items-center px-[8px] py-0 w-full transition-colors cursor-pointer rounded-[6px] bg-white hover:bg-[#f5f5f5]" type="button" aria-controls="radix-_r_c_" aria-expanded="true" data-state="open" data-slot="collapsible-trigger"><div class="flex-1 flex flex-col justify-center leading-[0] overflow-ellipsis overflow-hidden text-[14px]" style="color: rgb(31, 35, 41);"><p class="leading-[20px] overflow-ellipsis overflow-hidden whitespace-nowrap">多模态理解</p></div><div class="flex items-center justify-center overflow-clip"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down w-[14px] h-[14px] transition-transform" aria-hidden="true" style="color: rgb(100, 106, 115);"><path d="m6 9 6 6 6-6"></path></svg></div></div><div data-state="open" id="radix-_r_c_" data-slot="collapsible-content" class="CollapsibleContent" style="transition-duration: 0s; 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<p class="mdx-p">语音合成（文本转语音）支持将输入的文本自动转换为自然流畅的语音输出。您可通过配置发音风格、音色等参数，生成自然生动的语音内容。</p>
<p class="mdx-p"><strong class="mdx-strong">核心能力</strong></p>
<ul class="mdx-ul">
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">预置音色开箱即用</strong>：内置多种精品音色，无需额外配置即可快速使用。</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">音色设计与克隆</strong>：支持通过文本描述设计音色，或基于音频样本复刻任意音色。</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">多样化发音风格</strong>：支持语速、情绪、角色扮演、方言等多种风格控制，语音表达更生动自然。</p>
</li>
</ul>
<h2 id="支持的模型列表" class="mdx-h2">支持的模型列表</h2>
<p class="mdx-p">当前支持 MiMo-V2.5-TTS 系列的三种模型，模型列表如下：</p>
<div class="relative w-full overflow-x-auto" data-slot="table-container"><table class="mdx-table">
<thead class="mdx-thead">
<tr class="mdx-tr">
<th class="mdx-th">模型名称</th>
<th class="mdx-th">Model ID</th>
<th class="mdx-th">功能</th>
<th class="mdx-th">音色</th>
<th class="mdx-th">注意事项</th>
</tr>
</thead>
<tbody class="mdx-tbody">
<tr class="mdx-tr">
<td class="mdx-td">MiMo-V2.5-TTS</td>
<td class="mdx-td"><code class="mdx-code-inline">mimo-v2.5-tts</code></td>
<td class="mdx-td">使用预置精品音色进行语音合成</td>
<td class="mdx-td">使用预置音色列表中的精品音色</td>
<td class="mdx-td">支持唱歌模式；不支持音色设计与音色复刻</td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">MiMo-V2.5-TTS-VoiceDesign</td>
<td class="mdx-td"><code class="mdx-code-inline">mimo-v2.5-tts-voicedesign</code></td>
<td class="mdx-td">通过文本描述定制音色</td>
<td class="mdx-td">通过文本描述自动生成音色，无需预置或音频样本</td>
<td class="mdx-td">不支持唱歌模式、预置音色与音色复刻</td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">MiMo-V2.5-TTS-VoiceClone</td>
<td class="mdx-td"><code class="mdx-code-inline">mimo-v2.5-tts-voiceclone</code></td>
<td class="mdx-td">基于音频样本复刻任意音色</td>
<td class="mdx-td">通过音频样本精准复刻音色，实现任意声音的语音合成</td>
<td class="mdx-td">不支持唱歌模式、预置音色与音色设计</td>
</tr>
</tbody>
</table></div>
<h2 id="准备工作" class="mdx-h2">准备工作</h2>
<p class="mdx-p">获取 API Key 等准备工作，请参考 <a href="https://platform.xiaomimimo.com/#/docs/quick-start/first-api-call" class="mdx-a">首次调用 API</a>。</p>
<h2 id="通用注意事项" class="mdx-h2">通用注意事项</h2>
<div class="mdx-highlight"><p class="mdx-p"><strong class="mdx-strong">调用规则</strong></p><ul class="mdx-ul">
<li class="mdx-li">语音合成的目标文本需填写在 <code class="mdx-code-inline">role</code> 为 <code class="mdx-code-inline">assistant</code> 的消息中，不可放在 <code class="mdx-code-inline">user</code> 角色的消息内。</li>
<li class="mdx-li"><code class="mdx-code-inline">user</code> 角色的消息为可选参数，可以传入指令来调整语音合成的语气与风格，也可以是对话历史（消息内容不会出现在合成的语音中）。使用 <code class="mdx-code-inline">mimo-v2.5-tts-voicedesign</code> 模型时，为必填参数。</li>
<li class="mdx-li">采用流式调用时，输出音频的格式请指定为 <code class="mdx-code-inline">pcm16</code>，以便拼接成完整音频。拼接示例可参考各章节的 Python 调用方式。</li>
</ul></div>
<h2 id="风格控制" class="mdx-h2">风格控制</h2>
<p class="mdx-p">模型的指令遵循能力足以 cover 以下这些复杂控制（一条自然语言指令即可生效）：</p>
<ul class="mdx-ul">
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">多风格切换</strong>：同一角色在同一段语音内完成 <em>播报 → 低语 → 嘶吼</em> 的风格转场，过渡自然不突兀。</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">多情绪混合</strong>：支持"压抑的愤怒"、"带着哽咽的笑意"、"温柔但疲惫"、"狂躁中的温柔"等复合情绪，而非只能选单一情绪。</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">多粒度控制</strong>：从<em>段落级</em>（整体基调）→ <em>句子级</em>（节奏）→ <em>词级</em>（重音）→ <em>字粒度</em>（某一个字的哽咽、拖音、气音），都可在指令中指定。</p>
</li>
</ul>
<p class="mdx-p">我们目前提供两种控制方法：<strong class="mdx-strong">自然语言控制</strong> 和 <strong class="mdx-strong">标签控制</strong>。两种方式的内容在 <code class="mdx-code-inline">messages</code> 中的放置位置不同：</p>
<ul class="mdx-ul">
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">自然语言控制</strong> → 放在 <code class="mdx-code-inline">role: user</code> 的 <code class="mdx-code-inline">content</code> 中</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">音频标签控制</strong> → 放在 <code class="mdx-code-inline">role: assistant</code> 的 <code class="mdx-code-inline">content</code> 中</p>
</li>
</ul>
<h3 id="自然语言控制" class="mdx-h3">自然语言控制</h3>
<p class="mdx-p">通过自然语言描述，让模型理解并生成对应风格的语音。<strong class="mdx-strong">内容放在</strong> <code class="mdx-code-inline">messages</code> <strong class="mdx-strong">中</strong> <code class="mdx-code-inline">role: user</code> <strong class="mdx-strong">的</strong> <code class="mdx-code-inline">content</code> <strong class="mdx-strong">字段。</strong> 可以直接用一句话描述想要的语音风格。</p>
<p class="mdx-p"><strong class="mdx-strong">示例：</strong></p>
<blockquote class="mdx-blockquote">
<p class="mdx-p">用轻快上扬的语调向领导报喜，语速稍快，带着查到成绩后压抑不住的激动与小骄傲，声音明亮有活力。</p>
</blockquote>
<blockquote class="mdx-blockquote">
<p class="mdx-p">看着刚解决的难题成果忍不住得意忘形地惊呼，声音高亢明亮，语速偏快，语气中带着满满的自信与难以置信。</p>
</blockquote>
<blockquote class="mdx-blockquote">
<p class="mdx-p">用明亮活泼的青少年嗓音，带着恶作剧得逞后的得意与戏谑，语速偏快且咬字轻巧，在强调赌注时语气微微上扬。</p>
</blockquote>
<p class="mdx-p">在此基础上，我们还支持一种更复杂、更精细的<strong class="mdx-strong">导演模式</strong>——像给演员写剧本一样，从<strong class="mdx-strong">角色、场景、指导</strong>三个维度全方位刻画人物与声线，模型能据此生成更富层次、更具演绎感的语音。</p>
<ul class="mdx-ul">
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">【角色】</strong> 写清人物的身份、性格底色、外形气质与说话习惯。</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">【场景】</strong> 交代此刻发生了什么、和谁说话、情绪处在什么位置。越具体越好——时间、地点、事件、对方反应都可以写进来。</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">【指导】</strong> 像导演给演员下达演绎要领：语速、气息、停顿、重音、共鸣位置、音色质感、情绪起伏。可以写得细腻，模型会按这些"舞台提示"来演。</p>
</li>
</ul>
<p class="mdx-p"><strong class="mdx-strong">示例：</strong></p>
<mimo-code-block data-initialized="true" style="display: block; position: relative;"><pre class="mdx-pre language-bash" tabindex="0"><code class="code-highlight language-bash">角色：百年门阀岑家的现任大当家。自出生便被过继给祖庙的守门老人抚养，被塑造成一尊完美无瑕、绝情断欲的家族图腾。常年深居简出，对人有着极强的阶级疏离感。
场景：在祠堂的阴影里，看着那个不顾一切冲破保安防线来找她、企图带她私奔的男人。她要用最冷硬的阶级壁垒，绞杀对方，也绞杀自己刚刚萌芽、却足以燎原的感情。
指导：
冰冷、慵懒却极具威压的低音御姐。发声通道非常松弛，没有任何剑拔弩张，却有着让人骨里生寒的压迫感。
- 语速与顿挫：极慢，每个字都像是在舌尖滚过才吐出来，带着上位者漫不经心的傲慢。句与句之间留下极长的、令人不安的空白。
- 气声与实声：大部分时间，她的声音没有明显的声调起伏，实音重且硬，像是一条平缓却冰冷的暗河。但一定要在某些尾音处（如“真心”），加入极其轻微的气音收束，透出一丝连她自己都没察觉到的疲惫与渴望。
- 咬字肌理：文白杂糅的用词带着旧时代的痕迹，唇齿音发得极轻但极清晰（如“冲撞”“廉价”），显得既清雅又锋利，刀刀见血。
</code><span class="mdx-pre-scroll-tail" aria-hidden="true"></span></pre><button class="absolute top-2 right-2 p-1.5 rounded-md border border-[#e5e5e5] bg-white hover:bg-gray-100 transition-all z-[10] shadow-sm" aria-label="Copy code" style="cursor: pointer; display: flex; align-items: center; justify-content: center;">
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</button></mimo-code-block>
<p class="mdx-p">导演模式适合对语音表演要求较高的场景，例如角色配音、影视级内容生成等。</p>
<h3 id="音频标签控制" class="mdx-h3">音频标签控制</h3>
<p class="mdx-p">通过在文本中嵌入风格标签与音频标签，直接对语音进行精细控制。开头是整体风格标签，中间可以插入细粒度控制标签。<strong class="mdx-strong">所有标签控制内容放在</strong> <code class="mdx-code-inline">messages</code> <strong class="mdx-strong">中</strong> <code class="mdx-code-inline">role: assistant</code> <strong class="mdx-strong">的</strong> <code class="mdx-code-inline">content</code> <strong class="mdx-strong">字段。</strong></p>
<p class="mdx-p">在目标文本<strong class="mdx-strong">开头</strong>添加 <code class="mdx-code-inline">(风格)</code> 标签，即可指定语音的发音风格。支持同时设置多种风格，将多个风格名称置于同一对括号内，分隔符不限。</p>
<p class="mdx-p"><strong class="mdx-strong">支持的括号格式：</strong> 可使用半角 <code class="mdx-code-inline">()</code>、全角 <code class="mdx-code-inline">（）</code> 或 <code class="mdx-code-inline">[]</code>。</p>
<p class="mdx-p"><strong class="mdx-strong">格式示例：</strong> <code class="mdx-code-inline">(风格1 风格2)待合成内容</code></p>
<p class="mdx-p">以下是一些推荐风格，同时也支持使用未在列表中的自定义风格。</p>
<div class="mdx-highlight"><p class="mdx-p"><strong class="mdx-strong">注意事项</strong></p><ul class="mdx-ul">
<li class="mdx-li">
<p class="mdx-p">如需体验更佳的唱歌风格，必须在目标文本最开头添加 <code class="mdx-code-inline">(唱歌)</code> 标签，格式为：<code class="mdx-code-inline">(唱歌)歌词</code>。<code class="mdx-code-inline">歌词</code> 建议采用中文，可获得更优合成效果。标签内标识支持以下取值，效果等效：</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><code class="mdx-code-inline">唱歌</code>、<code class="mdx-code-inline">sing</code>、<code class="mdx-code-inline">singing</code></p>
</li>
</ul></div>
<div class="relative w-full overflow-x-auto" data-slot="table-container"><table class="mdx-table">
<thead class="mdx-thead">
<tr class="mdx-tr">
<th class="mdx-th"><strong class="mdx-strong">风格类型</strong></th>
<th class="mdx-th"><strong class="mdx-strong">风格示例</strong></th>
</tr>
</thead>
<tbody class="mdx-tbody">
<tr class="mdx-tr">
<td class="mdx-td">基础情绪</td>
<td class="mdx-td"><em>开心/悲伤/愤怒/恐惧/惊讶/兴奋/委屈/平静/冷漠</em></td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">复合情绪</td>
<td class="mdx-td"><em>怅然/欣慰/无奈/愧疚/释然/嫉妒/厌倦/忐忑/动情</em></td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">整体语调</td>
<td class="mdx-td"><em>温柔/高冷/活泼/严肃/慵懒/俏皮/深沉/干练/凌厉</em></td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">音色定位</td>
<td class="mdx-td"><em>磁性/醇厚/清亮/空灵/稚嫩/苍老/甜美/沙哑/醇雅</em></td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">人设腔调</td>
<td class="mdx-td"><em>夹子音/御姐音/正太音/大叔音/台湾腔</em></td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">方言</td>
<td class="mdx-td"><em>东北话/四川话/河南话/粤语</em></td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">角色扮演</td>
<td class="mdx-td"><em>孙悟空/林黛玉</em></td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">唱歌</td>
<td class="mdx-td"><em>唱歌</em></td>
</tr>
</tbody>
</table></div>
<p class="mdx-p"><strong class="mdx-strong">样例：</strong></p>
<ul class="mdx-ul">
<li class="mdx-li"><code class="mdx-code-inline">(怅然)这么多年过去了，再走过那条街，心里一下子空了一块。</code></li>
<li class="mdx-li"><code class="mdx-code-inline">(慵懒)再让我睡五分钟……就五分钟，真的，最后一次。</code></li>
<li class="mdx-li"><code class="mdx-code-inline">(磁性)夜已经深了，城市还在呼吸。我是今晚陪你的人，欢迎收听《午夜电台》。</code></li>
<li class="mdx-li"><code class="mdx-code-inline">(东北话)哎呀妈呀，这天儿也忒冷了吧！你说这风，嗖嗖的，跟刀子似的，割脸啊！</code></li>
<li class="mdx-li"><code class="mdx-code-inline">(粤语)呢个真係好正啊！食过一次就唔会忘记！</code></li>
<li class="mdx-li"><code class="mdx-code-inline">(唱歌)原谅我这一生不羁放纵爱自由，也会怕有一天会跌倒，Oh no。背弃了理想，谁人都可以，哪会怕有一天只你共我。</code></li>
</ul>
<p class="mdx-p">在此基础上，我们还支持在文本中任意位置插入 <code class="mdx-code-inline">[音频标签]</code>。通过 [音频标签] ，你可以对声音进行细粒度控制，精准调节语气、情绪和表达风格——无论是低声耳语、放声大笑，还是带点小情绪的小吐槽，也可以灵活插入呼吸声，停顿，咳嗽等，都能轻松实现。语速同样可以灵活调整，让每句话都有它该有的节奏。</p>
<div class="relative w-full overflow-x-auto" data-slot="table-container"><table class="mdx-table">
<thead class="mdx-thead">
<tr class="mdx-tr">
<th class="mdx-th"><strong class="mdx-strong">风格类型</strong></th>
<th class="mdx-th"><strong class="mdx-strong">风格示例</strong></th>
</tr>
</thead>
<tbody class="mdx-tbody">
<tr class="mdx-tr">
<td class="mdx-td">语速与节奏</td>
<td class="mdx-td"><em>吸气/深呼吸/叹气/长叹一口气/喘息/屏息</em></td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">情绪状态</td>
<td class="mdx-td"><em>紧张/害怕/激动/疲惫/委屈/撒娇/心虚/震惊/不耐烦</em></td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">语音特征</td>
<td class="mdx-td"><em>颤抖/声音颤抖/变调/破音/鼻音/气声/沙哑</em></td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">哭笑表达</td>
<td class="mdx-td"><em>笑/轻笑/大笑/冷笑/抽泣/呜咽/哽咽/嚎啕大哭</em></td>
</tr>
</tbody>
</table></div>
<p class="mdx-p"><strong class="mdx-strong">样例：</strong></p>
<ul class="mdx-ul">
<li class="mdx-li">（紧张，深呼吸）呼……冷静，冷静。不就是一个面试吗……（语速加快，碎碎念）自我介绍已经背了五十遍了，应该没问题的。加油，你可以的……（小声）哎呀，领带歪没歪？</li>
<li class="mdx-li">（极其疲惫，有气无力）师傅……到地方了叫我一声……（长叹一口气）我先眯一会儿，这班加得我魂儿都要散了。</li>
<li class="mdx-li">如果我当时……（沉默片刻）哪怕再坚持一秒钟，结果是不是就不一样了？（苦笑）呵，没如果了。</li>
<li class="mdx-li">（寒冷导致的急促呼吸）呼——呼——这、这大兴安岭的雪……（咳嗽）简直能把人骨头冻透了……别、别停下，走，快走。</li>
<li class="mdx-li">（提高音量喊话）大姐！这鱼新鲜着呢！早上刚捞上来的！哎！那个谁，别乱翻，压坏了你赔啊？！</li>
</ul>
<h2 id="使用预置音色进行语音合成" class="mdx-h2">使用预置音色进行语音合成</h2>
<ul class="mdx-ul">
<li class="mdx-li">
<p class="mdx-p">内置多种精品音色，无需额外配置即可直接使用。当前仅支持 <code class="mdx-code-inline">mimo-v2.5-tts</code> 模型</p>
</li>
<li class="mdx-li">
<p class="mdx-p">支持通过在 user message 中传入自然语言指令来控制合成语音的风格</p>
</li>
<li class="mdx-li">
<p class="mdx-p">支持通过音频标签来控制合成语音的风格</p>
</li>
</ul>
<h3 id="预置音色列表" class="mdx-h3">预置音色列表</h3>
<p class="mdx-p">使用时，可在 <code class="mdx-code-inline">{"audio": {"voice": "mimo_default"}}</code> 中设置预置音色。</p>
<div class="relative w-full overflow-x-auto" data-slot="table-container"><table class="mdx-table">
<thead class="mdx-thead">
<tr class="mdx-tr">
<th class="mdx-th"><strong class="mdx-strong">音色名</strong></th>
<th class="mdx-th"><strong class="mdx-strong">Voice ID</strong></th>
<th class="mdx-th">语言</th>
<th class="mdx-th">性别</th>
</tr>
</thead>
<tbody class="mdx-tbody">
<tr class="mdx-tr">
<td class="mdx-td">MiMo-默认</td>
<td class="mdx-td">mimo_default</td>
<td class="mdx-td">因部署集群而异，中国集群默认为 <code class="mdx-code-inline">冰糖</code>，其他集群默认为 <code class="mdx-code-inline">Mia</code></td>
<td class="mdx-td"></td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">冰糖</td>
<td class="mdx-td">冰糖</td>
<td class="mdx-td">中文</td>
<td class="mdx-td">女性</td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">茉莉</td>
<td class="mdx-td">茉莉</td>
<td class="mdx-td">中文</td>
<td class="mdx-td">女性</td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">苏打</td>
<td class="mdx-td">苏打</td>
<td class="mdx-td">中文</td>
<td class="mdx-td">男性</td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">白桦</td>
<td class="mdx-td">白桦</td>
<td class="mdx-td">中文</td>
<td class="mdx-td">男性</td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">Mia</td>
<td class="mdx-td">Mia</td>
<td class="mdx-td">英文</td>
<td class="mdx-td">女性</td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">Chloe</td>
<td class="mdx-td">Chloe</td>
<td class="mdx-td">英文</td>
<td class="mdx-td">女性</td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">Milo</td>
<td class="mdx-td">Milo</td>
<td class="mdx-td">英文</td>
<td class="mdx-td">男性</td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td">Dean</td>
<td class="mdx-td">Dean</td>
<td class="mdx-td">英文</td>
<td class="mdx-td">男性</td>
</tr>
</tbody>
</table></div>
<h3 id="调用示例" class="mdx-h3">调用示例</h3>
<h4 id="非流式调用" class="mdx-h4">非流式调用</h4>
<p class="mdx-p"><strong class="mdx-strong">Curl</strong></p>
<mimo-code-block data-initialized="true" style="display: block; position: relative;"><pre class="mdx-pre language-bash" tabindex="0"><code class="code-highlight language-bash"><span class="token function">curl</span> <span class="token parameter variable">--location</span> <span class="token parameter variable">--request</span> POST <span class="token string">'https://api.xiaomimimo.com/v1/chat/completions'</span> <span class="token punctuation">\</span>
<span class="token parameter variable">--header</span> <span class="token string">"api-key: <span class="token variable">$MIMO_API_KEY</span>"</span> <span class="token punctuation">\</span>
<span class="token parameter variable">--header</span> <span class="token string">'Content-Type: application/json'</span> <span class="token punctuation">\</span>
--data-raw <span class="token string">'{
"model": "mimo-v2.5-tts",
"messages": [
{
"role": "user",
"content": "Bright, bouncy, slightly sing-song tone — like you are bursting with good news you can barely hold in. Fast pace, rising pitch at the end."
},
{
"role": "assistant",
"content": "Hey boss — guess what, guess what? I just got the results back and I actually passed! Not just passed, I got a distinction! I know, I know — you told me I was cutting it close, but hey, here we are. Drinks are on me tonight, okay?"
}
],
"audio": {
"format": "wav",
"voice": "Chloe"
}
}'</span>
</code><span class="mdx-pre-scroll-tail" aria-hidden="true"></span></pre><button class="absolute top-2 right-2 p-1.5 rounded-md border border-[#e5e5e5] bg-white hover:bg-gray-100 transition-all z-[10] shadow-sm" aria-label="Copy code" style="cursor: pointer; display: flex; align-items: center; justify-content: center;">
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<rect x="9" y="9" width="13" height="13" rx="2" ry="2"></rect>
<path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path>
</svg>
</button></mimo-code-block>
<p class="mdx-p"><strong class="mdx-strong">Python</strong></p>
<mimo-code-block data-initialized="true" style="display: block; position: relative;"><pre class="mdx-pre language-python" tabindex="0"><code class="code-highlight language-python"><span class="token keyword">import</span> os
<span class="token keyword">from</span> openai <span class="token keyword">import</span> OpenAI
<span class="token keyword">import</span> base64
client <span class="token operator">=</span> OpenAI<span class="token punctuation">(</span>
api_key<span class="token operator">=</span>os<span class="token punctuation">.</span>environ<span class="token punctuation">.</span>get<span class="token punctuation">(</span><span class="token string">"MIMO_API_KEY"</span><span class="token punctuation">)</span><span class="token punctuation">,</span>
base_url<span class="token operator">=</span><span class="token string">"https://api.xiaomimimo.com/v1"</span>
<span class="token punctuation">)</span>
completion <span class="token operator">=</span> client<span class="token punctuation">.</span>chat<span class="token punctuation">.</span>completions<span class="token punctuation">.</span>create<span class="token punctuation">(</span>
model<span class="token operator">=</span><span class="token string">"mimo-v2.5-tts"</span><span class="token punctuation">,</span>
messages<span class="token operator">=</span><span class="token punctuation">[</span>
<span class="token punctuation">{</span>
<span class="token string">"role"</span><span class="token punctuation">:</span> <span class="token string">"user"</span><span class="token punctuation">,</span>
<span class="token string">"content"</span><span class="token punctuation">:</span> <span class="token string">"Bright, bouncy, slightly sing-song tone — like you're bursting with good news you can barely hold in. Fast pace, rising pitch at the end."</span>
<span class="token punctuation">}</span><span class="token punctuation">,</span>
<span class="token punctuation">{</span>
<span class="token string">"role"</span><span class="token punctuation">:</span> <span class="token string">"assistant"</span><span class="token punctuation">,</span>
<span class="token string">"content"</span><span class="token punctuation">:</span> <span class="token string">"Hey boss — guess what, guess what? I just got the results back and I actually passed! Not just passed, I got a distinction! I know, I know — you told me I was cutting it close, but hey, here we are. Drinks are on me tonight, okay?"</span>
<span class="token punctuation">}</span>
<span class="token punctuation">]</span><span class="token punctuation">,</span>
audio<span class="token operator">=</span><span class="token punctuation">{</span>
<span class="token string">"format"</span><span class="token punctuation">:</span> <span class="token string">"wav"</span><span class="token punctuation">,</span>
<span class="token string">"voice"</span><span class="token punctuation">:</span> <span class="token string">"Chloe"</span>
<span class="token punctuation">}</span>
<span class="token punctuation">)</span>
message <span class="token operator">=</span> completion<span class="token punctuation">.</span>choices<span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">]</span><span class="token punctuation">.</span>message
audio_bytes <span class="token operator">=</span> base64<span class="token punctuation">.</span>b64decode<span class="token punctuation">(</span>message<span class="token punctuation">.</span>audio<span class="token punctuation">.</span>data<span class="token punctuation">)</span>
<span class="token keyword">with</span> <span class="token builtin">open</span><span class="token punctuation">(</span><span class="token string">"audio_file.wav"</span><span class="token punctuation">,</span> <span class="token string">"wb"</span><span class="token punctuation">)</span> <span class="token keyword">as</span> f<span class="token punctuation">:</span>
f<span class="token punctuation">.</span>write<span class="token punctuation">(</span>audio_bytes<span class="token punctuation">)</span>
</code><span class="mdx-pre-scroll-tail" aria-hidden="true"></span></pre><button class="absolute top-2 right-2 p-1.5 rounded-md border border-[#e5e5e5] bg-white hover:bg-gray-100 transition-all z-[10] shadow-sm" aria-label="Copy code" style="cursor: pointer; display: flex; align-items: center; justify-content: center;">
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<rect x="9" y="9" width="13" height="13" rx="2" ry="2"></rect>
<path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path>
</svg>
</button></mimo-code-block>
<h4 id="流式调用" class="mdx-h4">流式调用</h4>
<div class="mdx-highlight"><ul class="mdx-ul">
<li class="mdx-li">MiMo-V2.5-TTS 系列的低延迟流式输出功能暂未上线，如有相关需求，请关注近期的功能更新。</li>
<li class="mdx-li">流式调用接口目前降级为兼容模式，<strong class="mdx-strong">仅在所有推理完成后</strong>以流式格式返回<strong class="mdx-strong">一次</strong>结果。</li>
</ul></div>
<p class="mdx-p"><strong class="mdx-strong">Curl</strong></p>
<mimo-code-block data-initialized="true" style="display: block; position: relative;"><pre class="mdx-pre language-bash" tabindex="0"><code class="code-highlight language-bash"><span class="token function">curl</span> <span class="token parameter variable">--location</span> <span class="token parameter variable">--request</span> POST <span class="token string">'https://api.xiaomimimo.com/v1/chat/completions'</span> <span class="token punctuation">\</span>
<span class="token parameter variable">--header</span> <span class="token string">"api-key: <span class="token variable">$MIMO_API_KEY</span>"</span> <span class="token punctuation">\</span>
<span class="token parameter variable">--header</span> <span class="token string">'Content-Type: application/json'</span> <span class="token punctuation">\</span>
--data-raw <span class="token string">'{
"model": "mimo-v2.5-tts",
"messages": [
{
"role": "user",
"content": "Bright, bouncy, slightly sing-song tone — like you are bursting with good news you can barely hold in. Fast pace, rising pitch at the end."
},
{
"role": "assistant",
"content": "Hey boss — guess what, guess what? I just got the results back and I actually passed! Not just passed, I got a distinction! I know, I know — you told me I was cutting it close, but hey, here we are. Drinks are on me tonight, okay?"
}
],
"audio": {
"format": "pcm16",
"voice": "Chloe"
},
"stream": true
}'</span>
</code><span class="mdx-pre-scroll-tail" aria-hidden="true"></span></pre><button class="absolute top-2 right-2 p-1.5 rounded-md border border-[#e5e5e5] bg-white hover:bg-gray-100 transition-all z-[10] shadow-sm" aria-label="Copy code" style="cursor: pointer; display: flex; align-items: center; justify-content: center;">
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<rect x="9" y="9" width="13" height="13" rx="2" ry="2"></rect>
<path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path>
</svg>
</button></mimo-code-block>
<p class="mdx-p"><strong class="mdx-strong">Python</strong></p>
<mimo-code-block data-initialized="true" style="display: block; position: relative;"><pre class="mdx-pre language-python" tabindex="0"><code class="code-highlight language-python"><span class="token keyword">import</span> base64
<span class="token keyword">import</span> os
<span class="token keyword">import</span> numpy <span class="token keyword">as</span> np
<span class="token keyword">import</span> soundfile <span class="token keyword">as</span> sf
<span class="token keyword">from</span> openai <span class="token keyword">import</span> OpenAI
client <span class="token operator">=</span> OpenAI<span class="token punctuation">(</span>
api_key<span class="token operator">=</span>os<span class="token punctuation">.</span>environ<span class="token punctuation">.</span>get<span class="token punctuation">(</span><span class="token string">"MIMO_API_KEY"</span><span class="token punctuation">)</span><span class="token punctuation">,</span>
base_url<span class="token operator">=</span><span class="token string">"https://api.xiaomimimo.com/v1"</span>
<span class="token punctuation">)</span>
completion <span class="token operator">=</span> client<span class="token punctuation">.</span>chat<span class="token punctuation">.</span>completions<span class="token punctuation">.</span>create<span class="token punctuation">(</span>
model<span class="token operator">=</span><span class="token string">"mimo-v2.5-tts"</span><span class="token punctuation">,</span>
messages<span class="token operator">=</span><span class="token punctuation">[</span>
<span class="token punctuation">{</span>
<span class="token string">"role"</span><span class="token punctuation">:</span> <span class="token string">"user"</span><span class="token punctuation">,</span>
<span class="token string">"content"</span><span class="token punctuation">:</span> <span class="token string">"Bright, bouncy, slightly sing-song tone — like you're bursting with good news you can barely hold in. Fast pace, rising pitch at the end."</span>
<span class="token punctuation">}</span><span class="token punctuation">,</span>
<span class="token punctuation">{</span>
<span class="token string">"role"</span><span class="token punctuation">:</span> <span class="token string">"assistant"</span><span class="token punctuation">,</span>
<span class="token string">"content"</span><span class="token punctuation">:</span> <span class="token string">"Hey boss — guess what, guess what? I just got the results back and I actually passed! Not just passed, I got a distinction! I know, I know — you told me I was cutting it close, but hey, here we are. Drinks are on me tonight, okay?"</span>
<span class="token punctuation">}</span>
<span class="token punctuation">]</span><span class="token punctuation">,</span>
audio<span class="token operator">=</span><span class="token punctuation">{</span>
<span class="token string">"format"</span><span class="token punctuation">:</span> <span class="token string">"pcm16"</span><span class="token punctuation">,</span>
<span class="token string">"voice"</span><span class="token punctuation">:</span> <span class="token string">"Chloe"</span>
<span class="token punctuation">}</span><span class="token punctuation">,</span>
stream<span class="token operator">=</span><span class="token boolean">True</span>
<span class="token punctuation">)</span>
<span class="token comment"># 24kHz PCM16LE mono audio</span>
collected_chunks<span class="token punctuation">:</span> np<span class="token punctuation">.</span>ndarray <span class="token operator">=</span> np<span class="token punctuation">.</span>array<span class="token punctuation">(</span><span class="token punctuation">[</span><span class="token punctuation">]</span><span class="token punctuation">,</span> dtype<span class="token operator">=</span>np<span class="token punctuation">.</span>float32<span class="token punctuation">)</span>
<span class="token keyword">for</span> chunk <span class="token keyword">in</span> completion<span class="token punctuation">:</span>
<span class="token keyword">if</span> <span class="token keyword">not</span> chunk<span class="token punctuation">.</span>choices<span class="token punctuation">:</span>
<span class="token keyword">continue</span>
delta <span class="token operator">=</span> chunk<span class="token punctuation">.</span>choices<span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">]</span><span class="token punctuation">.</span>delta
audio <span class="token operator">=</span> <span class="token builtin">getattr</span><span class="token punctuation">(</span>delta<span class="token punctuation">,</span> <span class="token string">"audio"</span><span class="token punctuation">,</span> <span class="token boolean">None</span><span class="token punctuation">)</span>
<span class="token keyword">if</span> audio <span class="token keyword">is</span> <span class="token keyword">not</span> <span class="token boolean">None</span><span class="token punctuation">:</span>
<span class="token keyword">assert</span> <span class="token builtin">isinstance</span><span class="token punctuation">(</span>audio<span class="token punctuation">,</span> <span class="token builtin">dict</span><span class="token punctuation">)</span><span class="token punctuation">,</span> <span class="token string-interpolation"><span class="token string">f"Expected audio to be a dict, got </span><span class="token interpolation"><span class="token punctuation">{</span><span class="token builtin">type</span><span class="token punctuation">(</span>audio<span class="token punctuation">)</span><span class="token punctuation">}</span></span><span class="token string">"</span></span>
pcm_bytes <span class="token operator">=</span> base64<span class="token punctuation">.</span>b64decode<span class="token punctuation">(</span>audio<span class="token punctuation">[</span><span class="token string">"data"</span><span class="token punctuation">]</span><span class="token punctuation">)</span>
np_pcm <span class="token operator">=</span> np<span class="token punctuation">.</span>frombuffer<span class="token punctuation">(</span>pcm_bytes<span class="token punctuation">,</span> dtype<span class="token operator">=</span>np<span class="token punctuation">.</span>int16<span class="token punctuation">)</span><span class="token punctuation">.</span>astype<span class="token punctuation">(</span>np<span class="token punctuation">.</span>float32<span class="token punctuation">)</span> <span class="token operator">/</span> <span class="token number">32768.0</span>
collected_chunks <span class="token operator">=</span> np<span class="token punctuation">.</span>concatenate<span class="token punctuation">(</span><span class="token punctuation">(</span>collected_chunks<span class="token punctuation">,</span> np_pcm<span class="token punctuation">)</span><span class="token punctuation">)</span>
<span class="token keyword">print</span><span class="token punctuation">(</span><span class="token string-interpolation"><span class="token string">f"Received audio chunk of size </span><span class="token interpolation"><span class="token punctuation">{</span><span class="token builtin">len</span><span class="token punctuation">(</span>pcm_bytes<span class="token punctuation">)</span><span class="token punctuation">}</span></span><span class="token string"> bytes"</span></span><span class="token punctuation">)</span>
<span class="token comment"># Save the collected audio to a file</span>
os<span class="token punctuation">.</span>makedirs<span class="token punctuation">(</span><span class="token string">"tmp"</span><span class="token punctuation">,</span> exist_ok<span class="token operator">=</span><span class="token boolean">True</span><span class="token punctuation">)</span>
sf<span class="token punctuation">.</span>write<span class="token punctuation">(</span><span class="token string">"tmp/output.wav"</span><span class="token punctuation">,</span> collected_chunks<span class="token punctuation">,</span> samplerate<span class="token operator">=</span><span class="token number">24000</span><span class="token punctuation">)</span>
<span class="token keyword">print</span><span class="token punctuation">(</span><span class="token string">"Audio saved to tmp/output.wav"</span><span class="token punctuation">)</span>
</code><span class="mdx-pre-scroll-tail" aria-hidden="true"></span></pre><button class="absolute top-2 right-2 p-1.5 rounded-md border border-[#e5e5e5] bg-white hover:bg-gray-100 transition-all z-[10] shadow-sm" aria-label="Copy code" style="cursor: pointer; display: flex; align-items: center; justify-content: center;">
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<path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path>
</svg>
</button></mimo-code-block>
<h2 id="使用文本设计音色进行语音合成" class="mdx-h2">使用文本设计音色进行语音合成</h2>
<p class="mdx-p">无需提供音频文件，只需在角色为 <code class="mdx-code-inline">user</code> 的消息中添加音色描述文本，即可生成定制化的语音音色。当前仅支持 <code class="mdx-code-inline">mimo-v2.5-tts-voicedesign</code> 模型。</p>
<h3 id="如何写好音色描述voice-design-prompt" class="mdx-h3">如何写好音色描述（voice design prompt）</h3>
<p class="mdx-p">使用 <code class="mdx-code-inline">mimo-v2.5-tts-voicedesign</code> 模型时，<code class="mdx-code-inline">user</code> 消息中的文本就是音色设计描述。描述越具体、越生动，生成的音色越贴近预期。</p>
<h4 id="关键维度" class="mdx-h4">关键维度</h4>
<p class="mdx-p">一条好的音色描述通常涵盖以下多个维度（不需要面面俱到）：</p>
<div class="relative w-full overflow-x-auto" data-slot="table-container"><table class="mdx-table">
<thead class="mdx-thead">
<tr class="mdx-tr">
<th class="mdx-th">维度</th>
<th class="mdx-th">示例</th>
</tr>
</thead>
<tbody class="mdx-tbody">
<tr class="mdx-tr">
<td class="mdx-td"><strong class="mdx-strong">性别与年龄</strong></td>
<td class="mdx-td">"young woman in her mid-20s"、"五十多岁的中年男性"</td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td"><strong class="mdx-strong">音色/质感</strong></td>
<td class="mdx-td">"deep and gravelly"、"丝滑醇厚、带着磁性"</td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td"><strong class="mdx-strong">情绪/语气</strong></td>
<td class="mdx-td">"warm and confident"、"温柔但带着一丝疲惫"</td>
</tr>
<tr class="mdx-tr">
<td class="mdx-td"><strong class="mdx-strong">语速/节奏</strong></td>
<td class="mdx-td">"slow and deliberate"、"语速极快，像连珠炮"</td>
</tr>
</tbody>
</table></div>
<p class="mdx-p">以下维度可选择性加入，增加丰富度：</p>
<ul class="mdx-ul">
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">角色/人设</strong>：narrator, podcast host, 评书先生, 深夜电台DJ</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">说话风格</strong>：casual and colloquial, 一本正经地, 压低嗓音像在密谋</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">场景描写</strong>：narrating a nature documentary, 在给投资人路演</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">年代参照</strong>：1940s film noir, 八十年代译制片配音</p>
</li>
</ul>
<h4 id="写法建议" class="mdx-h4">写法建议</h4>
<p class="mdx-p"><strong class="mdx-strong">简洁描述型</strong> -- 用关键词或一句话快速勾勒声音轮廓</p>
<mimo-code-block data-initialized="true" style="display: block; position: relative;"><pre class="mdx-pre language-bash" tabindex="0"><code class="code-highlight language-bash">Heavy Russian accent, gruff middle-aged male, blunt and matter-of-fact.
</code><span class="mdx-pre-scroll-tail" aria-hidden="true"></span></pre><button class="absolute top-2 right-2 p-1.5 rounded-md border border-[#e5e5e5] bg-white hover:bg-gray-100 transition-all z-[10] shadow-sm" aria-label="Copy code" style="cursor: pointer; display: flex; align-items: center; justify-content: center;">
<svg xmlns="http://www.w3.org/2000/svg" width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="#5C5C62" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
<rect x="9" y="9" width="13" height="13" rx="2" ry="2"></rect>
<path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path>
</svg>
</button></mimo-code-block>
<p class="mdx-p"><strong class="mdx-strong">专业描述型</strong> -- 通过场景、人设或多维度细节立体刻画声音</p>
<mimo-code-block data-initialized="true" style="display: block; position: relative;"><pre class="mdx-pre language-bash" tabindex="0"><code class="code-highlight language-bash">Young female, extreme close-up with a binaural, ear-to-ear ASMR feel. Audible breathing, subtle swallowing, and soft natural lip sounds. She speaks very slowly, creating a deeply relaxing and immersive experience.
</code><span class="mdx-pre-scroll-tail" aria-hidden="true"></span></pre><button class="absolute top-2 right-2 p-1.5 rounded-md border border-[#e5e5e5] bg-white hover:bg-gray-100 transition-all z-[10] shadow-sm" aria-label="Copy code" style="cursor: pointer; display: flex; align-items: center; justify-content: center;">
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</svg>
</button></mimo-code-block>
<mimo-code-block data-initialized="true" style="display: block; position: relative;"><pre class="mdx-pre language-bash" tabindex="0"><code class="code-highlight language-bash">一位年迈的老先生，说带北方口音的普通话，语速缓慢而沉稳，嗓音略带沙哑和沧桑感，仿佛一位饱经风霜的老爷爷在讲故事，充满岁月的智慧。
</code><span class="mdx-pre-scroll-tail" aria-hidden="true"></span></pre><button class="absolute top-2 right-2 p-1.5 rounded-md border border-[#e5e5e5] bg-white hover:bg-gray-100 transition-all z-[10] shadow-sm" aria-label="Copy code" style="cursor: pointer; display: flex; align-items: center; justify-content: center;">
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</svg>
</button></mimo-code-block>
<h4 id="注意事项" class="mdx-h4">注意事项</h4>
<ul class="mdx-ul">
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">长度</strong>：1-4 句即可，不需要写长文。核心特征描述清楚比堆砌维度更重要</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">避免冲突</strong>：不要同时要求矛盾的特征（如"稚嫩的童声 + CEO气场"）</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">避免音质效果词</strong>：不要写混响、回声、EQ、压缩等后期处理相关描述</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">避免模糊词</strong>：不要用"普通的""正常的""外国的"等缺乏具体指向的描述</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">中英文均可</strong>：模型同时支持中英文音色描述，选择你最能精确表达的语言</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><strong class="mdx-strong">合成文本要贴合音色</strong>：<code class="mdx-code-inline">assistant</code> 消息中的合成文本（text）应与音色描述相匹配，才能获得最佳效果。例如为"温柔治愈系女声"搭配一段晚安独白，而非一段激烈的体育解说。建议使用 LLM 根据你的音色描述自动生成适配的合成文本；在 Studio 页面上，输入音色描述后可直接点击「生成文本」按钮</p>
</li>
</ul>
<h3 id="调用示例-1" class="mdx-h3">调用示例</h3>
<h4 id="非流式调用-1" class="mdx-h4">非流式调用</h4>
<p class="mdx-p"><strong class="mdx-strong">Curl</strong></p>
<mimo-code-block data-initialized="true" style="display: block; position: relative;"><pre class="mdx-pre language-bash" tabindex="0"><code class="code-highlight language-bash"><span class="token function">curl</span> <span class="token parameter variable">--location</span> <span class="token parameter variable">--request</span> POST <span class="token string">'https://api.xiaomimimo.com/v1/chat/completions'</span> <span class="token punctuation">\</span>
<span class="token parameter variable">--header</span> <span class="token string">"api-key: <span class="token variable">$MIMO_API_KEY</span>"</span> <span class="token punctuation">\</span>
<span class="token parameter variable">--header</span> <span class="token string">'Content-Type: application/json'</span> <span class="token punctuation">\</span>
--data-raw <span class="token string">'{
"model": "mimo-v2.5-tts-voicedesign",
"messages": [
{
"role": "user",
"content": "Give me a young male tone."
},
{
"role": "assistant",
"content": "Yes, I had a sandwich."
}
],
"audio": {
"format": "wav"
}
}'</span>
</code><span class="mdx-pre-scroll-tail" aria-hidden="true"></span></pre><button class="absolute top-2 right-2 p-1.5 rounded-md border border-[#e5e5e5] bg-white hover:bg-gray-100 transition-all z-[10] shadow-sm" aria-label="Copy code" style="cursor: pointer; display: flex; align-items: center; justify-content: center;">
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<rect x="9" y="9" width="13" height="13" rx="2" ry="2"></rect>
<path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path>
</svg>
</button></mimo-code-block>
<p class="mdx-p"><strong class="mdx-strong">Python</strong></p>
<mimo-code-block data-initialized="true" style="display: block; position: relative;"><pre class="mdx-pre language-python" tabindex="0"><code class="code-highlight language-python"><span class="token keyword">import</span> os
<span class="token keyword">from</span> openai <span class="token keyword">import</span> OpenAI
<span class="token keyword">import</span> base64
client <span class="token operator">=</span> OpenAI<span class="token punctuation">(</span>
api_key<span class="token operator">=</span>os<span class="token punctuation">.</span>environ<span class="token punctuation">.</span>get<span class="token punctuation">(</span><span class="token string">"MIMO_API_KEY"</span><span class="token punctuation">)</span><span class="token punctuation">,</span>
base_url<span class="token operator">=</span><span class="token string">"https://api.xiaomimimo.com/v1"</span>
<span class="token punctuation">)</span>
completion <span class="token operator">=</span> client<span class="token punctuation">.</span>chat<span class="token punctuation">.</span>completions<span class="token punctuation">.</span>create<span class="token punctuation">(</span>
model<span class="token operator">=</span><span class="token string">"mimo-v2.5-tts-voicedesign"</span><span class="token punctuation">,</span>
messages<span class="token operator">=</span><span class="token punctuation">[</span>
<span class="token punctuation">{</span>
<span class="token string">"role"</span><span class="token punctuation">:</span> <span class="token string">"user"</span><span class="token punctuation">,</span>
<span class="token string">"content"</span><span class="token punctuation">:</span> <span class="token string">"Give me a young male tone."</span>
<span class="token punctuation">}</span><span class="token punctuation">,</span>
<span class="token punctuation">{</span>
<span class="token string">"role"</span><span class="token punctuation">:</span> <span class="token string">"assistant"</span><span class="token punctuation">,</span>
<span class="token string">"content"</span><span class="token punctuation">:</span> <span class="token string">"Yes, I had a sandwich."</span>
<span class="token punctuation">}</span>
<span class="token punctuation">]</span><span class="token punctuation">,</span>
audio<span class="token operator">=</span><span class="token punctuation">{</span>
<span class="token string">"format"</span><span class="token punctuation">:</span> <span class="token string">"wav"</span>
<span class="token punctuation">}</span>
<span class="token punctuation">)</span>
message <span class="token operator">=</span> completion<span class="token punctuation">.</span>choices<span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">]</span><span class="token punctuation">.</span>message
audio_bytes <span class="token operator">=</span> base64<span class="token punctuation">.</span>b64decode<span class="token punctuation">(</span>message<span class="token punctuation">.</span>audio<span class="token punctuation">.</span>data<span class="token punctuation">)</span>
<span class="token keyword">with</span> <span class="token builtin">open</span><span class="token punctuation">(</span><span class="token string">"audio_file.wav"</span><span class="token punctuation">,</span> <span class="token string">"wb"</span><span class="token punctuation">)</span> <span class="token keyword">as</span> f<span class="token punctuation">:</span>
f<span class="token punctuation">.</span>write<span class="token punctuation">(</span>audio_bytes<span class="token punctuation">)</span>
</code><span class="mdx-pre-scroll-tail" aria-hidden="true"></span></pre><button class="absolute top-2 right-2 p-1.5 rounded-md border border-[#e5e5e5] bg-white hover:bg-gray-100 transition-all z-[10] shadow-sm" aria-label="Copy code" style="cursor: pointer; display: flex; align-items: center; justify-content: center;">
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<rect x="9" y="9" width="13" height="13" rx="2" ry="2"></rect>
<path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path>
</svg>
</button></mimo-code-block>
<h4 id="流式调用-1" class="mdx-h4">流式调用</h4>
<div class="mdx-highlight"><ul class="mdx-ul">
<li class="mdx-li">MiMo-V2.5-TTS 系列的低延迟流式输出功能暂未上线，如有相关需求，请关注近期的功能更新。</li>
<li class="mdx-li">流式调用接口目前降级为兼容模式，<strong class="mdx-strong">仅在所有推理完成后</strong>以流式格式返回<strong class="mdx-strong">一次</strong>结果。</li>
</ul></div>
<p class="mdx-p"><strong class="mdx-strong">Curl</strong></p>
<mimo-code-block data-initialized="true" style="display: block; position: relative;"><pre class="mdx-pre language-bash" tabindex="0"><code class="code-highlight language-bash"><span class="token function">curl</span> <span class="token parameter variable">--location</span> <span class="token parameter variable">--request</span> POST <span class="token string">'https://api.xiaomimimo.com/v1/chat/completions'</span> <span class="token punctuation">\</span>
<span class="token parameter variable">--header</span> <span class="token string">"api-key: <span class="token variable">$MIMO_API_KEY</span>"</span> <span class="token punctuation">\</span>
<span class="token parameter variable">--header</span> <span class="token string">'Content-Type: application/json'</span> <span class="token punctuation">\</span>
--data-raw <span class="token string">'{
"model": "mimo-v2.5-tts-voicedesign",
"messages": [
{
"role": "user",
"content": "Give me a young male tone."
},
{
"role": "assistant",
"content": "You are UN-BE-LIEVABLE! I am sooooo done with your constant lies. GET. OUT!"
}
],
"audio": {
"format": "pcm16"
},
"stream": true
}'</span>
</code><span class="mdx-pre-scroll-tail" aria-hidden="true"></span></pre><button class="absolute top-2 right-2 p-1.5 rounded-md border border-[#e5e5e5] bg-white hover:bg-gray-100 transition-all z-[10] shadow-sm" aria-label="Copy code" style="cursor: pointer; display: flex; align-items: center; justify-content: center;">
<svg xmlns="http://www.w3.org/2000/svg" width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="#5C5C62" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
<rect x="9" y="9" width="13" height="13" rx="2" ry="2"></rect>
<path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path>
</svg>
</button></mimo-code-block>
<p class="mdx-p"><strong class="mdx-strong">Python</strong></p>
<mimo-code-block data-initialized="true" style="display: block; position: relative;"><pre class="mdx-pre language-python" tabindex="0"><code class="code-highlight language-python"><span class="token keyword">import</span> base64
<span class="token keyword">import</span> os
<span class="token keyword">import</span> numpy <span class="token keyword">as</span> np
<span class="token keyword">import</span> soundfile <span class="token keyword">as</span> sf
<span class="token keyword">from</span> openai <span class="token keyword">import</span> OpenAI
client <span class="token operator">=</span> OpenAI<span class="token punctuation">(</span>
api_key<span class="token operator">=</span>os<span class="token punctuation">.</span>environ<span class="token punctuation">.</span>get<span class="token punctuation">(</span><span class="token string">"MIMO_API_KEY"</span><span class="token punctuation">)</span><span class="token punctuation">,</span>
base_url<span class="token operator">=</span><span class="token string">"https://api.xiaomimimo.com/v1"</span>
<span class="token punctuation">)</span>
completion <span class="token operator">=</span> client<span class="token punctuation">.</span>chat<span class="token punctuation">.</span>completions<span class="token punctuation">.</span>create<span class="token punctuation">(</span>
model<span class="token operator">=</span><span class="token string">"mimo-v2.5-tts-voicedesign"</span><span class="token punctuation">,</span>
messages<span class="token operator">=</span><span class="token punctuation">[</span>
<span class="token punctuation">{</span>
<span class="token string">"role"</span><span class="token punctuation">:</span> <span class="token string">"user"</span><span class="token punctuation">,</span>
<span class="token string">"content"</span><span class="token punctuation">:</span> <span class="token string">"Give me a young male tone."</span>
<span class="token punctuation">}</span><span class="token punctuation">,</span>
<span class="token punctuation">{</span>
<span class="token string">"role"</span><span class="token punctuation">:</span> <span class="token string">"assistant"</span><span class="token punctuation">,</span>
<span class="token string">"content"</span><span class="token punctuation">:</span> <span class="token string">"You are UN-BE-LIEVABLE! I am sooooo done with your constant lies. GET. OUT!"</span>
<span class="token punctuation">}</span>
<span class="token punctuation">]</span><span class="token punctuation">,</span>
audio<span class="token operator">=</span><span class="token punctuation">{</span>
<span class="token string">"format"</span><span class="token punctuation">:</span> <span class="token string">"pcm16"</span>
<span class="token punctuation">}</span><span class="token punctuation">,</span>
stream<span class="token operator">=</span><span class="token boolean">True</span>
<span class="token punctuation">)</span>
<span class="token comment"># 24kHz PCM16LE mono audio</span>
collected_chunks<span class="token punctuation">:</span> np<span class="token punctuation">.</span>ndarray <span class="token operator">=</span> np<span class="token punctuation">.</span>array<span class="token punctuation">(</span><span class="token punctuation">[</span><span class="token punctuation">]</span><span class="token punctuation">,</span> dtype<span class="token operator">=</span>np<span class="token punctuation">.</span>float32<span class="token punctuation">)</span>
<span class="token keyword">for</span> chunk <span class="token keyword">in</span> completion<span class="token punctuation">:</span>
<span class="token keyword">if</span> <span class="token keyword">not</span> chunk<span class="token punctuation">.</span>choices<span class="token punctuation">:</span>
<span class="token keyword">continue</span>
delta <span class="token operator">=</span> chunk<span class="token punctuation">.</span>choices<span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">]</span><span class="token punctuation">.</span>delta
audio <span class="token operator">=</span> <span class="token builtin">getattr</span><span class="token punctuation">(</span>delta<span class="token punctuation">,</span> <span class="token string">"audio"</span><span class="token punctuation">,</span> <span class="token boolean">None</span><span class="token punctuation">)</span>
<span class="token keyword">if</span> audio <span class="token keyword">is</span> <span class="token keyword">not</span> <span class="token boolean">None</span><span class="token punctuation">:</span>
<span class="token keyword">assert</span> <span class="token builtin">isinstance</span><span class="token punctuation">(</span>audio<span class="token punctuation">,</span> <span class="token builtin">dict</span><span class="token punctuation">)</span><span class="token punctuation">,</span> <span class="token string-interpolation"><span class="token string">f"Expected audio to be a dict, got </span><span class="token interpolation"><span class="token punctuation">{</span><span class="token builtin">type</span><span class="token punctuation">(</span>audio<span class="token punctuation">)</span><span class="token punctuation">}</span></span><span class="token string">"</span></span>
pcm_bytes <span class="token operator">=</span> base64<span class="token punctuation">.</span>b64decode<span class="token punctuation">(</span>audio<span class="token punctuation">[</span><span class="token string">"data"</span><span class="token punctuation">]</span><span class="token punctuation">)</span>
np_pcm <span class="token operator">=</span> np<span class="token punctuation">.</span>frombuffer<span class="token punctuation">(</span>pcm_bytes<span class="token punctuation">,</span> dtype<span class="token operator">=</span>np<span class="token punctuation">.</span>int16<span class="token punctuation">)</span><span class="token punctuation">.</span>astype<span class="token punctuation">(</span>np<span class="token punctuation">.</span>float32<span class="token punctuation">)</span> <span class="token operator">/</span> <span class="token number">32768.0</span>
collected_chunks <span class="token operator">=</span> np<span class="token punctuation">.</span>concatenate<span class="token punctuation">(</span><span class="token punctuation">(</span>collected_chunks<span class="token punctuation">,</span> np_pcm<span class="token punctuation">)</span><span class="token punctuation">)</span>
<span class="token keyword">print</span><span class="token punctuation">(</span><span class="token string-interpolation"><span class="token string">f"Received audio chunk of size </span><span class="token interpolation"><span class="token punctuation">{</span><span class="token builtin">len</span><span class="token punctuation">(</span>pcm_bytes<span class="token punctuation">)</span><span class="token punctuation">}</span></span><span class="token string"> bytes"</span></span><span class="token punctuation">)</span>
<span class="token comment"># Save the collected audio to a file</span>
os<span class="token punctuation">.</span>makedirs<span class="token punctuation">(</span><span class="token string">"tmp"</span><span class="token punctuation">,</span> exist_ok<span class="token operator">=</span><span class="token boolean">True</span><span class="token punctuation">)</span>
sf<span class="token punctuation">.</span>write<span class="token punctuation">(</span><span class="token string">"tmp/output.wav"</span><span class="token punctuation">,</span> collected_chunks<span class="token punctuation">,</span> samplerate<span class="token operator">=</span><span class="token number">24000</span><span class="token punctuation">)</span>
<span class="token keyword">print</span><span class="token punctuation">(</span><span class="token string">"Audio saved to tmp/output.wav"</span><span class="token punctuation">)</span>
</code><span class="mdx-pre-scroll-tail" aria-hidden="true"></span></pre><button class="absolute top-2 right-2 p-1.5 rounded-md border border-[#e5e5e5] bg-white hover:bg-gray-100 transition-all z-[10] shadow-sm" aria-label="Copy code" style="cursor: pointer; display: flex; align-items: center; justify-content: center;">
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<rect x="9" y="9" width="13" height="13" rx="2" ry="2"></rect>
<path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path>
</svg>
</button></mimo-code-block>
<h2 id="使用音色复刻进行语音合成" class="mdx-h2">使用音色复刻进行语音合成</h2>
<ul class="mdx-ul">
<li class="mdx-li">
<p class="mdx-p">通过传入音频样本，即可精准复刻目标音色并生成语音。当前仅支持 <code class="mdx-code-inline">mimo-v2.5-tts-voiceclone</code> 模型</p>
</li>
<li class="mdx-li">
<p class="mdx-p">支持通过在 user message 中传入自然语言指令来控制合成语音的风格</p>
</li>
<li class="mdx-li">
<p class="mdx-p">支持通过音频标签来控制合成语音的风格</p>
</li>
</ul>
<h3 id="调用示例-2" class="mdx-h3">调用示例</h3>
<p class="mdx-p">将音频文件样本转换为 Base64 编码字符串后传入。转换后的 Base64 编码的字符串大小不能超过 10 MB，目前仅支持传入 <code class="mdx-code-inline">mp3</code> 和 <code class="mdx-code-inline">wav</code> 格式的音频样本文件。</p>
<div class="mdx-highlight"><p class="mdx-p"><strong class="mdx-strong">注意事项</strong></p><ul class="mdx-ul">
<li class="mdx-li">
<p class="mdx-p">请在 Base64 编码前携带前缀：<code class="mdx-code-inline">data:{MIME_TYPE};base64,$BASE64_AUDIO</code></p>
</li>
<li class="mdx-li">
<p class="mdx-p"><code class="mdx-code-inline">{MIME_TYPE}</code>：音频的 MIME 类型（媒体类型），用于标识音频格式，需替换为实际音频对应的 MIME 值。这里的取值可以为：<code class="mdx-code-inline">audio/mpeg</code>（或 <code class="mdx-code-inline">audio/mp3</code>），<code class="mdx-code-inline">audio/wav</code>。</p>
</li>
<li class="mdx-li">
<p class="mdx-p"><code class="mdx-code-inline">$BASE64_AUDIO</code>：音频文件的纯 Base64 编码字符串（不含任何前缀）。</p>
</li>
</ul></div>
<h4 id="非流式调用-2" class="mdx-h4">非流式调用</h4>
<p class="mdx-p"><strong class="mdx-strong">Curl</strong></p>
<mimo-code-block data-initialized="true" style="display: block; position: relative;"><pre class="mdx-pre language-bash" tabindex="0"><code class="code-highlight language-bash"><span class="token function">curl</span> <span class="token parameter variable">--location</span> <span class="token parameter variable">--request</span> POST <span class="token string">'https://api.xiaomimimo.com/v1/chat/completions'</span> <span class="token punctuation">\</span>
<span class="token parameter variable">--header</span> <span class="token string">"api-key: <span class="token variable">$MIMO_API_KEY</span>"</span> <span class="token punctuation">\</span>
<span class="token parameter variable">--header</span> <span class="token string">'Content-Type: application/json'</span> <span class="token punctuation">\</span>
--data-raw <span class="token string">'{
"model": "mimo-v2.5-tts-voiceclone",
"messages": [
{
"role": "user",
"content": ""
},
{
"role": "assistant",
"content": "Yes, I had a sandwich."
}
],
"audio": {
"format": "wav",
"voice": "data:{MIME_TYPE};base64,$BASE64_AUDIO"
}
}'</span>
</code><span class="mdx-pre-scroll-tail" aria-hidden="true"></span></pre><button class="absolute top-2 right-2 p-1.5 rounded-md border border-[#e5e5e5] bg-white hover:bg-gray-100 transition-all z-[10] shadow-sm" aria-label="Copy code" style="cursor: pointer; display: flex; align-items: center; justify-content: center;">
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<rect x="9" y="9" width="13" height="13" rx="2" ry="2"></rect>
<path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path>
</svg>
</button></mimo-code-block>
<p class="mdx-p"><strong class="mdx-strong">Python</strong></p>
<mimo-code-block data-initialized="true" style="display: block; position: relative;"><pre class="mdx-pre language-python" tabindex="0"><code class="code-highlight language-python"><span class="token keyword">import</span> base64
<span class="token keyword">import</span> os
<span class="token keyword">from</span> openai <span class="token keyword">import</span> OpenAI
client <span class="token operator">=</span> OpenAI<span class="token punctuation">(</span>
api_key<span class="token operator">=</span>os<span class="token punctuation">.</span>environ<span class="token punctuation">.</span>get<span class="token punctuation">(</span><span class="token string">"MIMO_API_KEY"</span><span class="token punctuation">)</span><span class="token punctuation">,</span>
base_url<span class="token operator">=</span><span class="token string">"https://api.xiaomimimo.com/v1"</span><span class="token punctuation">,</span>
<span class="token punctuation">)</span>
<span class="token keyword">with</span> <span class="token builtin">open</span><span class="token punctuation">(</span><span class="token string">"voice.mp3"</span><span class="token punctuation">,</span> <span class="token string">"rb"</span><span class="token punctuation">)</span> <span class="token keyword">as</span> f<span class="token punctuation">:</span>
voice_bytes <span class="token operator">=</span> f<span class="token punctuation">.</span>read<span class="token punctuation">(</span><span class="token punctuation">)</span>
voice_base64 <span class="token operator">=</span> base64<span class="token punctuation">.</span>b64encode<span class="token punctuation">(</span>voice_bytes<span class="token punctuation">)</span><span class="token punctuation">.</span>decode<span class="token punctuation">(</span><span class="token string">"utf-8"</span><span class="token punctuation">)</span>
completion <span class="token operator">=</span> client<span class="token punctuation">.</span>chat<span class="token punctuation">.</span>completions<span class="token punctuation">.</span>create<span class="token punctuation">(</span>
model<span class="token operator">=</span><span class="token string">"mimo-v2.5-tts-voiceclone"</span><span class="token punctuation">,</span>
messages<span class="token operator">=</span><span class="token punctuation">[</span>
<span class="token punctuation">{</span>
<span class="token string">"role"</span><span class="token punctuation">:</span> <span class="token string">"user"</span><span class="token punctuation">,</span>
<span class="token string">"content"</span><span class="token punctuation">:</span> <span class="token string">""</span>
<span class="token punctuation">}</span><span class="token punctuation">,</span>
<span class="token punctuation">{</span>
<span class="token string">"role"</span><span class="token punctuation">:</span> <span class="token string">"assistant"</span><span class="token punctuation">,</span>
<span class="token string">"content"</span><span class="token punctuation">:</span> <span class="token string">"Yes, I had a sandwich."</span>
<span class="token punctuation">}</span>
<span class="token punctuation">]</span><span class="token punctuation">,</span>
audio<span class="token operator">=</span><span class="token punctuation">{</span>
<span class="token string">"format"</span><span class="token punctuation">:</span> <span class="token string">"wav"</span><span class="token punctuation">,</span>
<span class="token string">"voice"</span><span class="token punctuation">:</span> <span class="token string-interpolation"><span class="token string">f"data:audio/mpeg;base64,</span><span class="token interpolation"><span class="token punctuation">{</span>voice_base64<span class="token punctuation">}</span></span><span class="token string">"</span></span>
<span class="token punctuation">}</span>
<span class="token punctuation">)</span>
message <span class="token operator">=</span> completion<span class="token punctuation">.</span>choices<span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">]</span><span class="token punctuation">.</span>message
audio_bytes <span class="token operator">=</span> base64<span class="token punctuation">.</span>b64decode<span class="token punctuation">(</span>message<span class="token punctuation">.</span>audio<span class="token punctuation">.</span>data<span class="token punctuation">)</span>
<span class="token keyword">with</span> <span class="token builtin">open</span><span class="token punctuation">(</span><span class="token string">"audio_file.wav"</span><span class="token punctuation">,</span> <span class="token string">"wb"</span><span class="token punctuation">)</span> <span class="token keyword">as</span> f<span class="token punctuation">:</span>
f<span class="token punctuation">.</span>write<span class="token punctuation">(</span>audio_bytes<span class="token punctuation">)</span>
</code><span class="mdx-pre-scroll-tail" aria-hidden="true"></span></pre><button class="absolute top-2 right-2 p-1.5 rounded-md border border-[#e5e5e5] bg-white hover:bg-gray-100 transition-all z-[10] shadow-sm" aria-label="Copy code" style="cursor: pointer; display: flex; align-items: center; justify-content: center;">
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<rect x="9" y="9" width="13" height="13" rx="2" ry="2"></rect>
<path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path>
</svg>
</button></mimo-code-block>
<h4 id="流式调用-2" class="mdx-h4">流式调用</h4>
<div class="mdx-highlight"><ul class="mdx-ul">
<li class="mdx-li">MiMo-V2.5-TTS 系列的低延迟流式输出功能暂未上线，如有相关需求，请关注近期的功能更新。</li>
<li class="mdx-li">流式调用接口目前降级为兼容模式，<strong class="mdx-strong">仅在所有推理完成后</strong>以流式格式返回<strong class="mdx-strong">一次</strong>结果。</li>
</ul></div>
<p class="mdx-p"><strong class="mdx-strong">Curl</strong></p>
<mimo-code-block data-initialized="true" style="display: block; position: relative;"><pre class="mdx-pre language-bash" tabindex="0"><code class="code-highlight language-bash"><span class="token function">curl</span> <span class="token parameter variable">--location</span> <span class="token parameter variable">--request</span> POST <span class="token string">'https://api.xiaomimimo.com/v1/chat/completions'</span> <span class="token punctuation">\</span>
<span class="token parameter variable">--header</span> <span class="token string">"api-key: <span class="token variable">$MIMO_API_KEY</span>"</span> <span class="token punctuation">\</span>
<span class="token parameter variable">--header</span> <span class="token string">'Content-Type: application/json'</span> <span class="token punctuation">\</span>
--data-raw <span class="token string">'{
"model": "mimo-v2.5-tts-voiceclone",
"messages": [
{
"role": "user",
"content": ""
},
{
"role": "assistant",
"content": "You are UN-BE-LIEVABLE! I am sooooo done with your constant lies. GET. OUT!"
}
],
"audio": {
"format": "pcm16",
"voice": "data:{MIME_TYPE};base64,$BASE64_AUDIO"
},
"stream": true
}'</span>
</code><span class="mdx-pre-scroll-tail" aria-hidden="true"></span></pre><button class="absolute top-2 right-2 p-1.5 rounded-md border border-[#e5e5e5] bg-white hover:bg-gray-100 transition-all z-[10] shadow-sm" aria-label="Copy code" style="cursor: pointer; display: flex; align-items: center; justify-content: center;">
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<rect x="9" y="9" width="13" height="13" rx="2" ry="2"></rect>
<path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path>
</svg>
</button></mimo-code-block>
<p class="mdx-p"><strong class="mdx-strong">Python</strong></p>
<mimo-code-block data-initialized="true" style="display: block; position: relative;"><pre class="mdx-pre language-python" tabindex="0"><code class="code-highlight language-python"><span class="token keyword">import</span> base64
<span class="token keyword">import</span> os
<span class="token keyword">import</span> numpy <span class="token keyword">as</span> np
<span class="token keyword">import</span> soundfile <span class="token keyword">as</span> sf
<span class="token keyword">from</span> openai <span class="token keyword">import</span> OpenAI
client <span class="token operator">=</span> OpenAI<span class="token punctuation">(</span>
api_key<span class="token operator">=</span>os<span class="token punctuation">.</span>environ<span class="token punctuation">.</span>get<span class="token punctuation">(</span><span class="token string">"MIMO_API_KEY"</span><span class="token punctuation">)</span><span class="token punctuation">,</span>
base_url<span class="token operator">=</span><span class="token string">"https://api.xiaomimimo.com/v1"</span><span class="token punctuation">,</span>
<span class="token punctuation">)</span>
<span class="token keyword">with</span> <span class="token builtin">open</span><span class="token punctuation">(</span><span class="token string">"voice.mp3"</span><span class="token punctuation">,</span> <span class="token string">"rb"</span><span class="token punctuation">)</span> <span class="token keyword">as</span> f<span class="token punctuation">:</span>
voice_bytes <span class="token operator">=</span> f<span class="token punctuation">.</span>read<span class="token punctuation">(</span><span class="token punctuation">)</span>
voice_base64 <span class="token operator">=</span> base64<span class="token punctuation">.</span>b64encode<span class="token punctuation">(</span>voice_bytes<span class="token punctuation">)</span><span class="token punctuation">.</span>decode<span class="token punctuation">(</span><span class="token string">"utf-8"</span><span class="token punctuation">)</span>
completion <span class="token operator">=</span> client<span class="token punctuation">.</span>chat<span class="token punctuation">.</span>completions<span class="token punctuation">.</span>create<span class="token punctuation">(</span>
model<span class="token operator">=</span><span class="token string">"mimo-v2.5-tts-voiceclone"</span><span class="token punctuation">,</span>
messages<span class="token operator">=</span><span class="token punctuation">[</span>
<span class="token punctuation">{</span>
<span class="token string">"role"</span><span class="token punctuation">:</span> <span class="token string">"user"</span><span class="token punctuation">,</span>
<span class="token string">"content"</span><span class="token punctuation">:</span> <span class="token string">""</span>
<span class="token punctuation">}</span><span class="token punctuation">,</span>
<span class="token punctuation">{</span>
<span class="token string">"role"</span><span class="token punctuation">:</span> <span class="token string">"assistant"</span><span class="token punctuation">,</span>
<span class="token string">"content"</span><span class="token punctuation">:</span> <span class="token string">"Yes, I had a sandwich."</span>
<span class="token punctuation">}</span>
<span class="token punctuation">]</span><span class="token punctuation">,</span>
audio<span class="token operator">=</span><span class="token punctuation">{</span>
<span class="token string">"format"</span><span class="token punctuation">:</span> <span class="token string">"wav"</span><span class="token punctuation">,</span>
<span class="token string">"voice"</span><span class="token punctuation">:</span> <span class="token string-interpolation"><span class="token string">f"data:audio/mpeg;base64,</span><span class="token interpolation"><span class="token punctuation">{</span>voice_base64<span class="token punctuation">}</span></span><span class="token string">"</span></span><span class="token punctuation">,</span>
<span class="token punctuation">}</span><span class="token punctuation">,</span>
stream<span class="token operator">=</span><span class="token boolean">True</span>
<span class="token punctuation">)</span>
<span class="token comment"># 24kHz PCM16LE mono audio</span>
collected_chunks<span class="token punctuation">:</span> np<span class="token punctuation">.</span>ndarray <span class="token operator">=</span> np<span class="token punctuation">.</span>array<span class="token punctuation">(</span><span class="token punctuation">[</span><span class="token punctuation">]</span><span class="token punctuation">,</span> dtype<span class="token operator">=</span>np<span class="token punctuation">.</span>float32<span class="token punctuation">)</span>
<span class="token keyword">for</span> chunk <span class="token keyword">in</span> completion<span class="token punctuation">:</span>
<span class="token keyword">if</span> <span class="token keyword">not</span> chunk<span class="token punctuation">.</span>choices<span class="token punctuation">:</span>
<span class="token keyword">continue</span>
delta <span class="token operator">=</span> chunk<span class="token punctuation">.</span>choices<span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">]</span><span class="token punctuation">.</span>delta
audio <span class="token operator">=</span> <span class="token builtin">getattr</span><span class="token punctuation">(</span>delta<span class="token punctuation">,</span> <span class="token string">"audio"</span><span class="token punctuation">,</span> <span class="token boolean">None</span><span class="token punctuation">)</span>
<span class="token keyword">if</span> audio <span class="token keyword">is</span> <span class="token keyword">not</span> <span class="token boolean">None</span><span class="token punctuation">:</span>
<span class="token keyword">assert</span> <span class="token builtin">isinstance</span><span class="token punctuation">(</span>audio<span class="token punctuation">,</span> <span class="token builtin">dict</span><span class="token punctuation">)</span><span class="token punctuation">,</span> <span class="token punctuation">(</span>
<span class="token string-interpolation"><span class="token string">f"Expected audio to be a dict, got </span><span class="token interpolation"><span class="token punctuation">{</span><span class="token builtin">type</span><span class="token punctuation">(</span>audio<span class="token punctuation">)</span><span class="token punctuation">}</span></span><span class="token string">"</span></span>
<span class="token punctuation">)</span>
pcm_bytes <span class="token operator">=</span> base64<span class="token punctuation">.</span>b64decode<span class="token punctuation">(</span>audio<span class="token punctuation">[</span><span class="token string">"data"</span><span class="token punctuation">]</span><span class="token punctuation">)</span>
np_pcm <span class="token operator">=</span> np<span class="token punctuation">.</span>frombuffer<span class="token punctuation">(</span>pcm_bytes<span class="token punctuation">,</span> dtype<span class="token operator">=</span>np<span class="token punctuation">.</span>int16<span class="token punctuation">)</span><span class="token punctuation">.</span>astype<span class="token punctuation">(</span>np<span class="token punctuation">.</span>float32<span class="token punctuation">)</span> <span class="token operator">/</span> <span class="token number">32768.0</span>
collected_chunks <span class="token operator">=</span> np<span class="token punctuation">.</span>concatenate<span class="token punctuation">(</span><span class="token punctuation">(</span>collected_chunks<span class="token punctuation">,</span> np_pcm<span class="token punctuation">)</span><span class="token punctuation">)</span>
<span class="token keyword">print</span><span class="token punctuation">(</span><span class="token string-interpolation"><span class="token string">f"Received audio chunk of size </span><span class="token interpolation"><span class="token punctuation">{</span><span class="token builtin">len</span><span class="token punctuation">(</span>pcm_bytes<span class="token punctuation">)</span><span class="token punctuation">}</span></span><span class="token string"> bytes"</span></span><span class="token punctuation">)</span>
<span class="token comment"># Save the collected audio to a file</span>
os<span class="token punctuation">.</span>makedirs<span class="token punctuation">(</span><span class="token string">"tmp"</span><span class="token punctuation">,</span> exist_ok<span class="token operator">=</span><span class="token boolean">True</span><span class="token punctuation">)</span>
sf<span class="token punctuation">.</span>write<span class="token punctuation">(</span><span class="token string">"tmp/output.wav"</span><span class="token punctuation">,</span> collected_chunks<span class="token punctuation">,</span> samplerate<span class="token operator">=</span><span class="token number">24000</span><span class="token punctuation">)</span>
<span class="token keyword">print</span><span class="token punctuation">(</span><span class="token string">"Audio saved to tmp/output.wav"</span><span class="token punctuation">)</span>
</code><span class="mdx-pre-scroll-tail" aria-hidden="true"></span></pre><button class="absolute top-2 right-2 p-1.5 rounded-md border border-[#e5e5e5] bg-white hover:bg-gray-100 transition-all z-[10] shadow-sm" aria-label="Copy code" style="cursor: pointer; display: flex; align-items: center; justify-content: center;">
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<rect x="9" y="9" width="13" height="13" rx="2" ry="2"></rect>
<path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path>
</svg>
</button></mimo-code-block>
<h2 id="计费说明" class="mdx-h2">计费说明</h2>
<ul class="mdx-ul">
<li class="mdx-li">
<p class="mdx-p">计费：限时免费。</p>
</li>
<li class="mdx-li">
<p class="mdx-p">查看账单：您可以在控制台的 <a href="https://platform.xiaomimimo.com/#/console/usage" class="mdx-a">账单明细</a> 页面查看用量。</p>
</li>
</ul>
<h2 id="" class="mdx-h2"></h2></div></div><div class="border-t border-neutral-200 w-full min-h-[90px] flex items-center justify-end mt-[32px]"><div class="flex items-start justify-between w-full"><a class="flex max-w-[50%] items-start gap-[4px] pr-[6px] py-[16px] max-w-[416px] rounded-[4px] transition-colors text-[#646a73] hover:text-[var(--color-highlight)] active:text-[var(--color-primary)]" href="/docs/usage-guide/multimodal-understanding/video-understanding" style="font-size: 18px; line-height: 27px; font-weight: 500;"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-left w-5 h-5 mt-[3.5px] min-w-[20px]" aria-hidden="true"><path d="m15 18-6-6 6-6"></path></svg><span>视频理解</span></a><a class="flex max-w-[50%] items-start text-right gap-[4px] pl-[6px] pr-0 py-[16px] max-w-[416px] rounded-[4px] transition-colors text-[#646a73] hover:text-[var(--color-highlight)] active:text-[var(--color-primary)]" href="/docs/usage-guide/speech-synthesis" style="font-size: 18px; line-height: 27px; font-weight: 500;"><span>语音合成（MiMo-V2-TTS）</span><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-right w-5 h-5 mt-[3.5px] min-w-[20px]" aria-hidden="true"><path d="m9 18 6-6-6-6"></path></svg></a></div></div></div><aside class="toc sticky top-0 hidden pr-[24px] w-[230px] gap-[44px] xl:flex xl:flex-col" aria-label="Table of contents"><div class="flex max-w-[260px] mr-[18px] w-full flex-col mt-[22px] gap-[8px] pl-[8px] pr-0 py-0"><div class="flex flex-col items-start relative shrink-0 w-full"><h3 style="font-size: 14px; line-height: 25px; font-weight: 400; color: rgb(31, 35, 41); margin: 0px;">目录</h3></div><div class="box-border flex flex-col items-start px-0 relative shrink-0 w-full w-[206px]"><div dir="ltr" data-slot="scroll-area" class="relative overflow-x-clip overflow-y-auto w-full" style="position: relative; --radix-scroll-area-corner-width: 0px; --radix-scroll-area-corner-height: 0px;"><style>[data-radix-scroll-area-viewport]{scrollbar-width:none;-ms-overflow-style:none;-webkit-overflow-scrolling:touch;}[data-radix-scroll-area-viewport]::-webkit-scrollbar{display:none}</style><div data-radix-scroll-area-viewport="" data-slot="scroll-area-viewport" class="focus-visible:ring-ring/50 size-full rounded-[inherit] transition-[color,box-shadow] outline-none focus-visible:ring-[3px] focus-visible:outline-1" style="overflow: hidden scroll;"><div style="min-width: 100%; display: table;"><div class="style_anchor-container__ceb2c43f flex flex-col gap-[10px] items-start w-full w-[206px]"><div class="style_custom-anchor__ceb2c43f custom-anchor w-full"><div style="display: none;"><div data-anchor-href="#支持的模型列表" data-anchor-title="支持的模型列表" data-anchor-level="2"></div><div data-anchor-href="#准备工作" data-anchor-title="准备工作" data-anchor-level="2"></div><div data-anchor-href="#通用注意事项" data-anchor-title="通用注意事项" data-anchor-level="2"></div><div data-anchor-href="#风格控制" data-anchor-title="风格控制" data-anchor-level="2"></div><div data-anchor-href="#自然语言控制" data-anchor-title="自然语言控制" data-anchor-level="3"></div><div data-anchor-href="#音频标签控制" data-anchor-title="音频标签控制" data-anchor-level="3"></div><div data-anchor-href="#使用预置音色进行语音合成" data-anchor-title="使用预置音色进行语音合成" data-anchor-level="2"></div><div data-anchor-href="#预置音色列表" data-anchor-title="预置音色列表" data-anchor-level="3"></div><div data-anchor-href="#调用示例" data-anchor-title="调用示例" data-anchor-level="3"></div><div data-anchor-href="#使用文本设计音色进行语音合成" data-anchor-title="使用文本设计音色进行语音合成" data-anchor-level="2"></div><div data-anchor-href="#如何写好音色描述voice-design-prompt" data-anchor-title="如何写好音色描述（voice design prompt）" data-anchor-level="3"></div><div data-anchor-href="#调用示例-1" data-anchor-title="调用示例" data-anchor-level="3"></div><div data-anchor-href="#使用音色复刻进行语音合成" data-anchor-title="使用音色复刻进行语音合成" data-anchor-level="2"></div><div data-anchor-href="#调用示例-2" data-anchor-title="调用示例" data-anchor-level="3"></div><div data-anchor-href="#计费说明" data-anchor-title="计费说明" data-anchor-level="2"></div></div><div class="style_custom-anchor-link__ceb2c43f custom-anchor-link "><div class="relative shrink-0 w-full text-nowrap transition-colors text-[#1f2329] hover:text-[var(--color-highlight)]" style="padding-left: 0px; font-size: 14px; line-height: 20px; font-weight: 400; text-decoration: none; cursor: pointer; width: 100%; max-width: 206px; white-space: normal;">支持的模型列表</div></div><div class="style_custom-anchor-link__ceb2c43f custom-anchor-link "><div class="relative shrink-0 w-full text-nowrap transition-colors text-[#1f2329] hover:text-[var(--color-highlight)]" style="padding-left: 0px; font-size: 14px; line-height: 20px; font-weight: 400; text-decoration: none; cursor: pointer; width: 100%; max-width: 206px; white-space: normal;">准备工作</div></div><div class="style_custom-anchor-link__ceb2c43f custom-anchor-link "><div class="relative shrink-0 w-full text-nowrap transition-colors text-[#1f2329] hover:text-[var(--color-highlight)]" style="padding-left: 0px; font-size: 14px; line-height: 20px; font-weight: 400; text-decoration: none; cursor: pointer; width: 100%; max-width: 206px; white-space: normal;">通用注意事项</div></div><div class="style_custom-anchor-link__ceb2c43f custom-anchor-link "><div class="relative shrink-0 w-full text-nowrap transition-colors text-[#1f2329] hover:text-[var(--color-highlight)]" style="padding-left: 0px; font-size: 14px; line-height: 20px; font-weight: 400; text-decoration: none; cursor: pointer; width: 100%; max-width: 206px; white-space: normal;">风格控制</div></div><div class="style_custom-anchor-link__ceb2c43f custom-anchor-link "><div class="relative shrink-0 w-full text-nowrap transition-colors text-[#646a73] hover:text-[var(--color-highlight)]" style="padding-left: 20px; font-size: 14px; line-height: 20px; font-weight: 400; text-decoration: none; cursor: pointer; width: 100%; max-width: 206px; white-space: normal;">自然语言控制</div></div><div class="style_custom-anchor-link__ceb2c43f custom-anchor-link "><div class="relative shrink-0 w-full text-nowrap transition-colors text-[#646a73] hover:text-[var(--color-highlight)]" style="padding-left: 20px; font-size: 14px; line-height: 20px; font-weight: 400; text-decoration: none; cursor: pointer; width: 100%; max-width: 206px; white-space: normal;">音频标签控制</div></div><div class="style_custom-anchor-link__ceb2c43f custom-anchor-link "><div class="relative shrink-0 w-full text-nowrap transition-colors text-[#1f2329] hover:text-[var(--color-highlight)]" style="padding-left: 0px; font-size: 14px; line-height: 20px; font-weight: 400; text-decoration: none; cursor: pointer; width: 100%; max-width: 206px; white-space: normal;">使用预置音色进行语音合成</div></div><div class="style_custom-anchor-link__ceb2c43f custom-anchor-link "><div class="relative shrink-0 w-full text-nowrap transition-colors text-[#646a73] hover:text-[var(--color-highlight)]" style="padding-left: 20px; font-size: 14px; line-height: 20px; font-weight: 400; text-decoration: none; cursor: pointer; width: 100%; max-width: 206px; white-space: normal;">预置音色列表</div></div><div class="style_custom-anchor-link__ceb2c43f custom-anchor-link "><div class="relative shrink-0 w-full text-nowrap transition-colors text-[#646a73] hover:text-[var(--color-highlight)]" style="padding-left: 20px; font-size: 14px; line-height: 20px; font-weight: 400; text-decoration: none; cursor: pointer; width: 100%; max-width: 206px; white-space: normal;">调用示例</div></div><div class="style_custom-anchor-link__ceb2c43f custom-anchor-link "><div class="relative shrink-0 w-full text-nowrap transition-colors text-[#1f2329] hover:text-[var(--color-highlight)]" style="padding-left: 0px; font-size: 14px; line-height: 20px; font-weight: 400; text-decoration: none; cursor: pointer; width: 100%; max-width: 206px; white-space: normal;">使用文本设计音色进行语音合成</div></div><div class="style_custom-anchor-link__ceb2c43f custom-anchor-link "><div class="relative shrink-0 w-full text-nowrap transition-colors text-[#646a73] hover:text-[var(--color-highlight)]" style="padding-left: 20px; font-size: 14px; line-height: 20px; font-weight: 400; text-decoration: none; cursor: pointer; width: 100%; max-width: 206px; white-space: normal;">如何写好音色描述（voice design prompt）</div></div><div class="style_custom-anchor-link__ceb2c43f custom-anchor-link "><div class="relative shrink-0 w-full text-nowrap transition-colors text-[#646a73] hover:text-[var(--color-highlight)]" style="padding-left: 20px; font-size: 14px; line-height: 20px; font-weight: 400; text-decoration: none; cursor: pointer; width: 100%; max-width: 206px; white-space: normal;">调用示例</div></div><div class="style_custom-anchor-link__ceb2c43f custom-anchor-link "><div class="relative shrink-0 w-full text-nowrap transition-colors text-[#1f2329] hover:text-[var(--color-highlight)]" style="padding-left: 0px; font-size: 14px; line-height: 20px; font-weight: 400; text-decoration: none; cursor: pointer; width: 100%; max-width: 206px; white-space: normal;">使用音色复刻进行语音合成</div></div><div class="style_custom-anchor-link__ceb2c43f custom-anchor-link "><div class="relative shrink-0 w-full text-nowrap transition-colors text-[#646a73] hover:text-[var(--color-highlight)]" style="padding-left: 20px; font-size: 14px; line-height: 20px; font-weight: 400; text-decoration: none; cursor: pointer; width: 100%; max-width: 206px; white-space: normal;">调用示例</div></div><div class="style_custom-anchor-link__ceb2c43f custom-anchor-link "><div class="relative shrink-0 w-full text-nowrap transition-colors text-[#1f2329] hover:text-[var(--color-highlight)]" style="padding-left: 0px; font-size: 14px; line-height: 20px; font-weight: 400; text-decoration: none; cursor: pointer; width: 100%; max-width: 206px; white-space: normal;">计费说明</div></div></div></div></div></div></div></div></div><button title="回到顶部" aria-label="回到顶部" type="button" class="text-[#1F2329] ml-2 mt-[5px] flex cursor-pointer items-center self-start text-sm opacity-0 transition undefined"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-up mr-1 inline-block h-4 w-4 align-middle" aria-hidden="true"><path d="m5 12 7-7 7 7"></path><path d="M12 19V5"></path></svg><span>回到顶部</span></button></aside><button class="z-[999] lg:hidden cursor-pointer bg-white box-border flex flex-col items-center justify-center p-[4px] rounded-[999px] shadow-[0px_6px_30px_5px_rgba(0,0,0,0.05),0px_16px_24px_2px_rgba(0,0,0,0.04),0px_8px_10px_-5px_rgba(0,0,0,0.08)] w-[40px] h-[40px] transition-opacity duration-300 opacity-0 pointer-events-none" aria-label="回到顶部" type="button" style="position: fixed; 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