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AI 工具AI Tools · Audio

AI 音频与语音AI audio & voice

音频生成与转写产品:音乐生成、语音合成(TTS)、语音转写。声音克隆涉及人格权,permissions 维必须写清官方授权要求;开源模型(如 Whisper)按「模型不是产品」口径建档。Audio generation and transcription products: music, TTS, speech-to-text. Voice cloning touches personality rights, so the permissions axis must state the official consent requirements; open-source models (Whisper, say) are filed under the "a model is not a product" rule.

17 个对象objects 8 个固定维度fixed dimensions 0 个已完整核验fully verified 最后核验Last checked 2026-10-30
  1. 本站按 10 大类收录 AI 产品。编程、对话、图像、视频、音频、研究、自动化、框架、MCP 工具、本地运行器——每类都有明确的收录标准,写在各大类的目录页里。This site files AI products into 10 categories. Coding, chat, image, video, audio, research, automation, frameworks, MCP tools and local runners — each with explicit admission criteria, written on the category page itself.
  2. 大类看目录,形态看字段。一个产品属于哪一类由收录边界决定;它怎么装进你的工作流(IDE / CLI / 厂商云 / 框架 / MCP…)是另一根独立的轴。Category comes from the shelf, form from a field. Which category a product belongs to is decided by admission boundaries; how it installs into your workflow (IDE / CLI / vendor cloud / framework / MCP…) is a separate axis.
  3. 每条档案都是核验快照。字段逐条挂官方出处与核验日期,本站不实测、不排名,未知就写未知。Every entry is a verification snapshot. Each field carries an official source and a checked date; we run no benchmarks, publish no rankings, and write "unknown" when it is unknown.

全部对象All objects

按统一坐标系排列。点开任一对象可看到 模型与开放条件 / 运行位置 / 本地文件 / 关机后的任务 / 工具与扩展 / 上下文与记忆 / 权限与限制 / 适合什么任务 的完整记录、证据链接与未知项清单。Everything on one coordinate system. Open any object to see its full record across Model & openness / Where it runs / Local files / Tasks after shutdown / Tools & extensions / Context & memory / Permissions & limits / Best for, with source links and a list of unknowns.

AIVAAIVA

AIVA Limited

AIVA 是「整曲生成 + MIDI 可编辑」的网页配乐助手(AIVA Limited,当日直抓在册): 250+ 风格叙事AIVA is a web music-generation assistant built around full-son

部分核验Partly verified 详情 →Details →

AssemblyAI 是「转写+理解」一体化的语音 API:转写之上做摘要/实体/问答(LeMUR 线), 文档化体验是它的AssemblyAI is the 'transcription + understanding' speech API:

部分核验Partly verified 详情 →Details →

CartesiaCartesia

Cartesia AI, Inc.

Cartesia 是「实时低延迟 TTS(Sonic)+ 转录模型(Ink)+ 托管语音 agent」三线平台 (CarteCartesia is a three-line platform: realtime low-latency TTS (S

部分核验Partly verified 详情 →Details →

CosyVoiceCosyVoice

阿里 FunAudioLLM(开源)Alibaba FunAudioLLM (open source)

CosyVoice 是阿里语音团队(QwenAudio/原 FunAudioLLM)的开源 LLM-TTS 模型族(ApacCosyVoice is the Alibaba speech team's (QwenAudio, formerly Fu

部分核验Partly verified 详情 →Details →

DeepgramDeepgram

Deepgram

Deepgram 是开发者向的语音 API 平台:Nova 转写 + Aura TTS 双线,实时流式转写是主打; 它是「造Deepgram is the developer-facing speech API platform: Nova tra

部分核验Partly verified 详情 →Details →

语音合成与配音平台:TTS、克隆、转写、对话 AI、工作流编排一条齐; 「训练退出是自助菜单」在同类里少见,商用权与档位绑定The broadest product surface in speech synthesis and voiceover

部分核验Partly verified 详情 →Details →

F5-TTSF5-TTS

SWivid / 上交 X-LANCE 等(开源)SWivid / SJTU X-LANCE et al. (open source)

F5-TTS 是中国学术团队(上交 X-LANCE 等)的开源 flow-matching TTS 模型(MIT,★15,4F5-TTS is an open-source flow-matching TTS model from Chinese

部分核验Partly verified 详情 →Details →

fish audio 是 zero-shot 音色克隆向的 TTS 台:上传样本即复刻音色 + 社区音色市场; 「能用」与「fish audio is the zero-shot voice-clone TTS console: upload a

部分核验Partly verified 详情 →Details →

魔音工坊Moyin Workshop

出门问问Mobvoi

魔音工坊是出门问问的中文配音工作台:多音色文本配音+声音复刻+视频配音工作流, 算法备案在案;国内直连、中文客服面是它对国产Moyin Workshop is Mobvoi's Chinese dubbing workbench: multi-vo

部分核验Partly verified 详情 →Details →

MurfMurf

Murf AI

Murf 是「配音工作室 + TTS API + 语音 agent」三线一体的商用语音平台(官网当日招牌已转向 AI VoiMurf is a commercial voice platform combining a dubbing studio

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Otter.aiOtter.ai

Otter.ai

Otter 是「机器人入会」的会议转写纪要产品:实时转写+行动项+跨会议问答,英文向成熟; 机器人进你的会议这件事本身要过合Otter is the bot-joins-the-meeting transcription & notes produ

部分核验Partly verified 详情 →Details →

Resemble AI 已从「声音克隆厂商」整体转向「多模态深伪检测与水印」企业平台(官网当日招牌在册): 检测(RAD-SResemble AI has pivoted wholesale from “voice cloning vendor”

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SoundrawSOUNDRAW

SOUNDRAW Inc.

SOUNDRAW 是「只用自建曲库训练」叙事主打的免版税 AI beat 生成器(SOUNDRAW Inc.,条款当日在册)SOUNDRAW is a royalty-free AI beat generator pitching “trained

部分核验Partly verified 详情 →Details →

SunoSuno

Suno Inc.

AI 音乐生成平台:歌曲、人声、Voice Model 与 Suno Studio 工作站; 「商用绑定付费下载配额、RemAn AI-music generation platform: songs, vocals, Voice Models a

部分核验Partly verified 详情 →Details →

UdioUdio

Udio

Udio 是音乐生成双雄的另一半(v1.5 Allegro 线,复杂曲风口碑), 现在正处「版权被告→授权平台」的转型期——Udio is the other half of the music-generation duo (v1.5 Alleg

部分核验Partly verified 详情 →Details →

WhisperWhisper

OpenAI(开源)OpenAI (open source)

Whisper 是转写领域的「开源基座」:MIT 权重多档位本地跑,隐私敏感音频不出本机; 它是模型不是产品——会议记录体验Whisper is the open-source base of transcription: MIT weights

部分核验Partly verified 详情 →Details →

本站目前是「核验快照」,还没有实测数据This site is currently a verification snapshot — no measured runs yet

下面每一个字段都能回到官方原文核对,但我们还没有在同一批任务上跑过这些工具。Every field below can be traced back to the official source, but we have not yet run these tools on the same batch of tasks. 实测协议已经写好(统一任务、统一验收、记录人工介入与返工次数),任务清单也已就绪,The measurement protocol is written (shared tasks, shared acceptance criteria, recording human interventions and rework counts) and the task list is ready, but it is 尚未执行。not yet run.

所以本站给的是能力边界与证据,不是「哪个更好用」的结论。So what this site gives you is capability boundaries and evidence, not a verdict on which is better to use. 真正的选型请用你自己的输入、预算与验收标准跑一遍。For an actual choice, run them yourself against your own inputs, budget and acceptance criteria.

8 个维度,每格都能回溯8 dimensions, every cell traceable

所有对象在同一坐标系下被描述。All objects are described on the same coordinate system. 点开任一对象,每一格下面都有官方源链接与核验日期——不认同可以自己回去查。Open any object and every cell carries an official source link and a checked date — disagree and verify it yourself.

01

模型与开放条件Model & openness

用谁的模型?能不能换第三方?多模型路由怎么配?Whose model does it use? Can you switch to a third party? How is multi-model routing configured?

02

运行位置Where it runs

本地 / 云端 / 混合?索引在本地还是云端?远程控制不等于云端执行。Local, cloud or hybrid? Is the index local or remote? Remote control is not the same as cloud execution.

03

本地文件Local files

能访问多大范围?未打开的大文件怎么读?符号级能力如何?How wide an area can it reach? How does it read large files you have not opened? How capable is it at the symbol level?

04

关机后的任务Tasks after shutdown

电脑关了还能继续跑吗?这是本地形态最常见的误解来源。Does it keep running once the computer is off? This is the most common misconception about local forms.

05

工具与扩展Tools & extensions

工具链有多宽:MCP · LSP · 插件 · Hooks · 自定义指令。How wide is the toolchain: MCP · LSP · plugins · hooks · custom instructions?

06

上下文与记忆Context & memory

索引算法、上下文窗口、会话恢复与分叉、跨会话记忆边界。Indexing algorithm, context window, session resume and fork, and the boundary of cross-session memory.

07

权限与限制Permissions & limits

沙箱与审批边界、凭据管理、数据是否出境、额度如何计算。Sandbox and approval boundaries, credential handling, whether data leaves your machine, and how quota is charged.

08

适合什么任务Best for

最擅长什么任务?什么情况下别用它?What tasks is it best at? When should you not use it?

全部数据一览All data at a glance

同一张表横向对比。点对象名进详情页看逐格证据。The same table side by side. Click an object name to see per-cell evidence.

对象Object形态Form厂商Vendor适合Best for核验日Checked状态Status
AIAIAIVAAIVA 网页服务Web service AIVA Limited 适合:非 DAW 用户的整曲生成、要 MIDI 可编辑进 DAW、Pro 档要完整版权的商用配乐。 不适合:要大陆直连备案入口、要选第三方模Fits: full-song generation for non-DAW users, MIDI export into a DAW w 2026-10-30 partial
AsASAssemblyAIAssemblyAI 厂商云形态Vendor cloud AssemblyAI 适合:开发者做「转写+理解」管线(摘要/抽取/问答一步到位)、英文向高准确率、 文档化体验优先的团队。 不适合:非开发者直接使用、隐私敏感音Fits: post-transcript understanding pipelines (summarize/extract/Q&A), 2026-10-22 partial
CaCACartesiaCartesia 网页服务Web service Cartesia AI, Inc. 适合:低延迟实时 TTS(voice agent 底座)、44 语言覆盖、托管语音 agent 开箱。 不适合:要大陆直连备案入口、要选第三Fits: low-latency realtime TTS (voice-agent backbone), 44-language cov 2026-10-30 partial
CoCOCosyVoiceCosyVoice 本机应用Local app 阿里 FunAudioLLM(开源)Alibaba FunAudioLLM (open source) 适合:本机/私有部署中文+方言 TTS、要 zero-shot 克隆与训练微调全栈、要 Apache-2.0 可商用底座。 不适合:要托管 Fits: local/private Chinese + dialect TTS, zero-shot cloning with a fu 2026-10-30 partial
DeDEDeepgramDeepgram 厂商云形态Vendor cloud Deepgram 适合:开发者做实时语音应用(客服/会议/字幕流)、低延迟转写 API 集成、英文向高准确率。 不适合:非开发者直接使用(它是 API 平台不Fits: real-time speech apps (CS/meetings/caption streams), low-latency 2026-10-22 partial
ElELElevenLabsElevenLabs 网页服务Web service ElevenLabs 做配音、有声内容、语音产品的团队。训练退出是自助菜单(相对少见,值得点名); 克隆他人声音前先拿授权——这是人格权红线,不是纯条款问题。Teams doing voiceover, audio content and voice product integration — t 2026-10-30 partial
F5F5F5-TTSF5-TTS 本机应用Local app SWivid / 上交 X-LANCE 等(开源)SWivid / SJTU X-LANCE et al. (open source) 适合:本机/私有化中英文 TTS 与 zero-shot 克隆研究、MIT 商用基底、大陆经 ModelScope 获取权重。 不适合:要托Fits: local/private Chinese + English TTS and zero-shot cloning resear 2026-10-30 partial
fiFIfish audiofish audio 网页服务Web service fish.audio 适合:零样本音色克隆工作流(自有声音快速复刻)、社区音色寻宝、开发者 API 集成。 不适合:克隆他人声音(授权红线)、企业级合规叙事优先、Fits: zero-shot cloning of your own voice, community voice treasure-hu 2026-10-22 partial
MiMIMiniMax Audio(海螺语音)MiniMax Audio (Hailuo Voice) 网页服务Web service MiniMax(稀宇科技)MiniMax (Xiyu Jizhi) 适合:中文 TTS 高质量向、声音克隆工作流(自有声音授权场景)、API 集成语音、国产直连。 不适合:克隆他人声音(授权红线)、要开放权重Fits: Chinese TTS, own-voice cloning workflows, API integration, domes 2026-10-22 partial
魔音MO魔音工坊Moyin Workshop 网页服务Web service 出门问问Mobvoi 适合:中文配音工作流(有声书/短视频/课件)、自有声音复刻、国内直连与中文客服面。 不适合:克隆他人声音(授权红线)、要开放权重、英文向主打Fits: Chinese dubbing workflows (audiobooks/short video/courseware), o 2026-10-22 partial
MuMUMurfMurf 网页服务Web service Murf AI 适合:配音工作室+TTS API+语音 agent 一体的商用语音平台、要 200+ 预置音色不走克隆。 不适合:要大陆直连备案入口、要选第Fits: commercial dubbing studio, TTS API integration, voice agents (re 2026-10-30 partial
OtOTOtter.aiOtter.ai 网页服务Web service Otter.ai 适合:会议记录/访谈整理(英文向成熟)、个人与小团队的转写纪要流水线。 不适合:中文会议主打(转写引擎英文向叙事)、隐私极敏感场景(云端+机Fits: English meetings/interviews, small-team note pipelines. Not a fi 2026-10-22 partial
ReREResemble AIResemble AI 网页服务Web service Resemble AI 适合:企业反深伪(会议防护/客服欺诈/KYC/媒体水印)、AI agent 检测、C2PA 溯源合规。 不适合:找 TTS/声音克隆托管服务Fits: enterprise anti-deepfake (meeting protection/support fraud/KYC/m 2026-10-30 partial
SoSOSoundrawSOUNDRAW 网页服务Web service SOUNDRAW Inc. 适合:视频/播客免版税配乐、按情绪/风格/时长快速选曲改曲、要「训练数据自述干净」的版权叙事。 不适合:要大陆直连备案入口、要人声带词整曲(Fits: royalty-free scoring for video/podcasts, fast pick-and-edit by m 2026-10-30 partial
SuSUSunoSuno 网页服务Web service Suno Inc. 做 AI 音乐、在意「上传素材归我」的人。商用要走付费下载通道(见许可列),Remix 一律非商用; 在意「素材绝不进训练」——条款没有退出AI-music creators who care about ownership of uploaded material. Comme 2026-10-30 partial
UdUDUdioUdio 网页服务Web service Udio 适合:音乐生成双雄之一的创作体验(复杂曲风向口碑)、跟踪授权平台新形态。 不适合:需要「下载带走」的商用管线(walled garden 方Fits: music creation experience (complex genres), tracking the license 2026-10-22 partial
WhWHWhisperWhisper 本机应用Local app OpenAI(开源)OpenAI (open source) 适合:隐私敏感的转写(音频不出本机)、离线环境、开发者集成(MIT 无许可负担)、多语言转写。 不适合:开箱即用会议记录产品体验(它是模型不Fits: privacy-sensitive transcription (audio stays local), offline env 2026-10-22 partial

为什么这里不给总分排名Why there is no overall ranking

这不是省略,是方法上的明确取舍。This is not an omission but a deliberate methodological choice.

  • 缺统一实测,就不给分。跨工具的跑分口径不同——题目、预算、执行环境都不一样,A 的 90 分和 B 的 88 分不可比。No shared measurement, no score. Benchmarks across tools use different rules — different questions, budgets and environments. A 90 and a B 88 are not comparable.
  • 「未知」是合法答案。查不到就写「未知」并说明为什么,不用推测填充。缺信息本身也是信息。"Unknown" is a legitimate answer. If it cannot be found, we write "unknown" and explain why, instead of filling the gap with guesses. Missing information is itself information.
  • 来源链接、类型与核验日都在详情页里,可以逐条回去复核。The source link, its kind and the checked date are all on the detail page, so you can walk any of them back and re-check.
  • lifecycle 单独标注。核验日新不等于数据有效——上游归档后数据会失效,所以单独标 active / maintenance / archived。lifecycle is marked separately. A recent check date does not mean the data is still valid — it goes stale when upstream archives the repo, so active / maintenance / archived are tracked separately.
  • 不同族不混排。找现成的、自己搭的、接上与跑起来的是三种角色,坐标系不同;硬合成一张总表只会制造假的可比性。Families are not mixed. Ready-made tools, things you build yourself, and plug-in-and-run components are three different roles with different coordinate systems; forcing them into one master table would manufacture false comparability.

可信度标记怎么读How to read the confidence marks

详情页与上表都带Both the detail pages and the table above carry confidence,它反映, which reflects 本站数据的完整度how complete this site's data is,不是对产品的评价。, not a judgement of the product.

verified8 个维度均有官方源支撑,且核验日在 90 天内all 8 dimensions have official sources and were checked within 90 days
partial部分维度标为未知,或官方文档不可访问,或核验日超过 90 天some dimensions are marked unknown, or the official docs were unreachable, or checked over 90 days ago
stale官方已发布重大变化,本站尚未核验the vendor has shipped a significant change that this site has not re-checked

本站当前的完整度Current completeness on this site

数据层用Recheck this figure with node scripts/audit-gaps.mjs 可随时复核这个数字。. 下表实时计算(本页档案最后核验日 2026-10-30):Computed from current data; profiles last checked 2026-10-30:

大类Category已补齐Filled说明Meaning
音频生成Audio generation 98/136 声音克隆的授权条款必须逐家读原文;开源模型(Whisper 等)文档反而最全Voice-clone consent terms have to be read one by one; open-source models (Whisper and friends) actually have the fullest docs

全站合计 1372/1896 维度已补齐Site-wide 1372/1896 dimensions filled(72%)

剩余未补齐项分三类:官方未公开(索引算法、沙箱实现细节本就不对外说明)、需实测才能确定(大仓库表现、CI 无 TTY 行为)、客观渠道不可达。The remaining gaps fall into three kinds: not disclosed by the vendor (indexing algorithms, sandbox internals are simply not documented), requires measurement (behaviour on very large repositories, CI without a TTY), and unreachable through objective channels.

我们选择留白而不是填「已支持」——错误的成本最终由使用者承担。We chose to leave a blank rather than fill in "supported" — the cost of an error is ultimately borne by whoever uses it.

数据来源与复核方式Sources and how to re-check them

全部数据来自开源仓库All data comes from the open-source repository speculcom/ai-handbook(CC BY 4.0)。 (CC BY 4.0).

每个条目都是纯 Markdown + frontmatter,含维度记录、证据链接、核验日与可信度标记。仓库内含:Every entry is plain Markdown plus frontmatter, carrying dimension records and an evidence chain with links, checked dates and confidence marks. The repository contains:

  • tools/METHODOLOGY.md —— 方法论总纲与核心规则the methodology charter and core rules
  • tools/axes/ —— 每个维度的定义与判定标准(含正反例)the definition and decision criteria for each dimension (with positive and negative examples)
  • tools/SCHEMA.md —— 数据格式规范与构建校验规则the data-format spec and build validation rules
  • tools/protocols/<大类><category>/_protocol.md —— 实测协议(the measurement protocol (尚未执行not yet run,故本站暂无实测结论), so this site has no measured conclusions)

发现错误或有新证据,欢迎提 Issue 或 PR——每条修正都会注明依据与影响范围。Found an error or have new evidence? Open an issue or a PR — each correction notes its basis and blast radius.