公开记录
软件健康报告模式 0.31.0 · 指标 2.10.0 · 2026-08-05 04:49 UTC

modelscope / FunASR

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

Python · C · HTMLMIT★ 19,644 星标⑂ 1,970 复刻始于 2022年11月在 GitHub 上查看 ↗
类型库命令行工具网络服务移动应用MCP 服务器网页界面如何判定
#pytorch#speech-recognition#paraformer#punctuation#speaker-diarization#voice-activity-detection#asr#multilingual-asr#speech-to-text#transcription#whisper-alternative#audio#chinese#emotion-recognition#mcp-server#openai-compatible-api#streaming-asr#vllm#funasr#real-time-asr

modelscope/FunASR 的健康指数为 100 分中的 94 分，处于「卓越」区间。 其得分最高的类别是Engineering Quality（92/100），最低的是Security（46/100）。 最近一次更新在今天。 近期的大部分工作由 2 位贡献者完成。

94
总分 / 100
卓越

软件健康指数

指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均，再依据公开记录的分布进行校准，使各等级具有百分位含义；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 34（存在风险）的上限。

94
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

加权总体分 80 经校准后在公布的指数量表上为 94（记录校准 2026-08-02）。

所有权

ModelScope组织
6,397 关注者51 个公开仓库始于 2022年7月

该仓库由组织支持——共同承担、可问责的托管责任，可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPIfunasr1.4.1-1291 天前speech-recognitionasrspeaker-diarizationvadpytorchwhisper-alternativemultilingualopenai-compatiblewebsocketvllmggufllama-cpp

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？

86优秀 · 占总体的 21%

开发活跃度

83优秀
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
18.7/36提交节奏 — 52 周中有 27 周有提交
18/18提交量 — 最近一年 754 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 27 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year754
human_commit_share1
days_since_last_push0
active_weeks_last_year27

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 42 个发布版本
36/36发布时效 — 最近一次发布版本于 1 天前
27/27发布节奏 — 约每 1.4 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count42
latest_release_tagv1.4.1
releases_from_tags否
days_since_latest_release1
mean_days_between_releases1.4

社区与采用

项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？

87优秀 · 占总体的 17%

流行度与采用

96卓越
评分方式
60/60星标 — 19,644 个星标
25/25复刻 — 1,970 个复刻
11.4/15关注者 — 115 位关注者
所用输入
forks1,970
stars19,644
watchers115
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

77良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（MIT）
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme是
has_license是
readme_badges4
has_contributing是
has_issue_template否
has_code_of_conduct否
readme_badge_servicesshields.io
has_pull_request_template是

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？

83优秀 · 占总体的 23%

维护者韧性（巴士系数）

60中等
评分方式
25.2/54巴士系数 — 2 位贡献者贡献了半数提交
11.5/22.5提交分布 — 头号贡献者编写了 49% 的提交
13.5/13.5贡献者广度 — 100 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 13 contributing companies or organizations
所用输入
bus_factor2
contributors_sampled100
top_contributor_share0.49

议题与 PR 响应能力

87优秀
评分方式
41.9/42议题解决 — 100% 的议题已关闭
27.4/30PR 接受 — 已裁定的 PR 中 1,501/1,644 已合并
13/13Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 8/8
4.5/15OpenSSF Scorecard：Code-Review — Found 8/26 approved changesets -- score normalized to 3
所用输入
merged_prs1,501
open_issues3
closed_issues1,748
prs_merged_7d27
prs_decided_7d28
prs_merged_30d59
prs_decided_30d60
issue_closed_ratio0.998
closed_unmerged_prs143
first_time_authors_30d4
first_time_prs_merged_30d8
first_time_prs_decided_30d8

所有权与托管责任

94卓越
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名 — 未读取该组织的域名验证状态
25/25所有者影响力 — modelscope 有 6,397 位关注者
20.5/25既往记录 — 51 个公开仓库，账户约 4 年
所用输入
followers6,397
owner_typeOrganization
is_verified—
owner_loginmodelscope
public_repos51
account_age_days1,471
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。

软件包维护

100卓越
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 1 天前
20/20版本历史 — 129 个已发布版本
20/20未被弃用 — 活跃，未被弃用或撤回
所用输入
packagesfunasr
ecosystemspypi
any_deprecated否
min_days_since_publish1

工程质量

基础的工程与文档实践是否到位？

92优秀 · 占总体的 19%

工程实践

86优秀
评分方式
24/24CI 工作流 — 7 个工作流
24/24存在测试
16/16Linter 配置 — .eslintrc.js
9.6/9.6Pre-commit 钩子
6.4/6.4.editorconfig
6/20OpenSSF Scorecard：CI-Tests — 10 out of 26 merged PRs checked by a CI test -- score normalized to 3
所用输入
has_ci是
has_tests是
has_editorconfig是
has_linter_config是
has_precommit_config是

文档

100卓越
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — www.funasr.com
10/10仓库描述
10/10主题标签 — 20 个主题标签
10/10Wiki
所用输入
topicspytorch, speech-recognition, paraformer, punctuation, speaker-diarization, voice-activity-detection, asr, multilingual-asr, speech-to-text, transcription, whisper-alternative, audio, chinese, emotion-recognition, mcp-server, openai-compatible-api, streaming-asr, vllm, funasr, real-time-asr
has_wiki是
homepagewww.funasr.com
docs_sitewww.funasr.com
has_readme是
has_docs_dir是
has_description是

安全

可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？

46薄弱 · 占总体的 16%

安全态势

49薄弱
评分方式
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — 无数据
0.8/2.5CI-Tests — 10 out of 26 merged PRs checked by a CI test -- score normalized to 3
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
2.2/7.5Code-Review — Found 8/26 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 13 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 27 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 159 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.9
已排除计分（无数据或不适用）：Branch-Protection。 其余权重已重新归一化。

依赖安全公告

36薄弱
评分方式
4.9/35直接依赖不含已知公告 — 4 个受影响：swiper 5.4.5 (critical 9.8), axios 0.19.2 (high 8.6), mockjs 1.1.0 (high 8.2)，另有 1 个
0/25间接依赖不含已知公告 — 在此范围内，传递依赖集合无法与开发和测试依赖区分
22.3/40没有长期未处理的公告 — 4 个携带公告的软件包超过 90 天未处理；最早一条发布于 2,038 天前
所用输入
sourceosv
advisories152
affected_packages65
assessed_packages1,077
unassessed_packages71
affected_by_severitycritical 8, high 32, moderate 15, low 4, unknown 6
direct_affected_packages4
已排除计分（无数据或不适用）：间接依赖不含已知公告。 其余权重已重新归一化。 已将 1077 个已解析依赖与 OSV 比对。 有 71 项无法评估——没有已解析的版本、生态系统不受支持，或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包，因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起，因此仅对声明的运行时依赖计分；传递性发现仅作为背景信息列出，不计入评分。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。

71良好 · 占总体的 4%

AI 代理上下文与指引

40薄弱
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档（llms.txt）
40/40可读的提交历史 — 100 次人类提交中有 99 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
llms_txt_url—
legible_history_share0.99
agent_instruction_files—
agent_instruction_max_bytes—

验证循环（构建 / 测试 / 类型检查）

79良好
评分方式
18/18一条命令的引导启动 — docs/Makefile, docs/m2met2/Makefile, runtime/java/Makefile, runtime/onnxruntime/third_party/kaldi/base/Makefile, runtime/onnxruntime/third_party/kaldi/decoder/Makefile, runtime/onnxruntime/third_party/kaldi/fstbin/Makefile, runtime/onnxruntime/third_party/kaldi/fstext/Makefile, runtime/onnxruntime/third_party/kaldi/lat/Makefile, runtime/onnxruntime/third_party/kaldi/lm/Makefile, runtime/onnxruntime/third_party/kaldi/lmbin/Makefile, runtime/onnxruntime/third_party/kaldi/util/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — .eslintrc.js
11/11静态类型检查 — web-pages/jsconfig.json
10/10可复现环境 — Dockerfile, lockfile
6/10已体现的代理实践 — 最近 100 次提交中有 3 次由代理编写或署名代理
0/8自动化维护 — 未观察到自动依赖更新
1/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
所用输入
has_nix否
has_tests是
lockfilesgo.sum, package-lock.json
has_dockerfile是
typed_language否
bootstrap_filesdocs/Makefile, docs/m2met2/Makefile, runtime/java/Makefile, runtime/onnxruntime/third_party/kaldi/base/Makefile, runtime/onnxruntime/third_party/kaldi/decoder/Makefile, runtime/onnxruntime/third_party/kaldi/fstbin/Makefile, runtime/onnxruntime/third_party/kaldi/fstext/Makefile, runtime/onnxruntime/third_party/kaldi/lat/Makefile, runtime/onnxruntime/third_party/kaldi/lm/Makefile, runtime/onnxruntime/third_party/kaldi/lmbin/Makefile, runtime/onnxruntime/third_party/kaldi/util/Makefile
has_devcontainer否
has_linter_config是
typecheck_configsweb-pages/jsconfig.json
agent_commit_share0.03
toolchain_manifestsruntime/android/AndroidClient/app/build.gradle, runtime/android/AndroidClient/build.gradle, runtime/csharp/AliFsmnVad/AliFsmnVadSharp.Examples/AliFsmnVadSharp.Examples.csproj, runtime/csharp/AliFsmnVad/AliFsmnVadSharp/AliFsmnVadSharp.csproj, runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MauiApp1.csproj, runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples/AliParaformerAsr.Examples.csproj, runtime/csharp/AliParaformerAsr/AliParaformerAsr/AliParaformerAsr.csproj, runtime/csharp/ws-client/FunASRWSClient_Offline/FunASRWSClient_Offline.csproj, runtime/csharp/ws-client/FunASRWSClient_Online/FunASRWSClient_Online.csproj, runtime/golang/websocket/go.mod
dependency_bot_commit_share0

面向模型的代码可读性

81优秀
评分方式
27/45可类型检查的代码 — Python，已配置类型检查（web-pages/jsconfig.json）
54.4/55可控的文件大小 — 采样的 1,646 个源文件中有 19 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes4,108,168
source_files_sampled1,646
oversized_source_files19

机器可读接口

100卓越
评分方式
40/40API 模式（OpenAPI/GraphQL/proto） — examples/openai_api/openapi.json, runtime/python/grpc/proto/paraformer.proto
20/20MCP 服务器
40/40可运行示例 — example, examples, notebooks
所用输入
example_dirsexample, examples, notebooks
has_mcp_signal是
api_schema_filesexamples/openai_api/openapi.json, runtime/python/grpc/proto/paraformer.proto
interfaces_expected_ofnetwork-service

关键数据

19,644GitHub 星标
100贡献者
754最近 12 个月提交数
0距最近推送天数
42发布版本数
2巴士系数（bus factor）
3开放议题
npm, PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:funasr@1.4.1; advisories assessed against the repository dependency graph instead
  • Advisory severity resolved for 120 of 133 advisories (lookup cap); the remainder are reported as unknown severity

更多细节

Star 与 Fork 历史 0 ★ / 1,970 ⇿
0Star
1,970Fork
37发布

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

仅显示最近的历史——该仓库超出采集窗口，因此未采集最早的历史记录。

5001,0001,5002,0001,970352025-042025-122026-08
主版本 0次版本 1修订 24

每个点涵盖 2 天。

OpenSSF Scorecard 4.9 / 10
4.9综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。Scorecard v5.5.0 · 2026-08-05 04:49 UTC

9Binary-Artifactsbinaries present in source code
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
3CI-Tests10 out of 26 merged PRs checked by a CI test -- score normalized to 3
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 8/26 approved changesets -- score normalized to 3
10Contributorsproject has 13 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 27 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities159 existing vulnerabilities detected
直接依赖 10
注册表软件包版本约束清单文件
npmant-design-vue1.7.5web-pages/package.json
npm@liveqing/liveplayer2.7.10web-pages/package.json
npmaxios0.19.2web-pages/package.json
npmcore-js3.22.5web-pages/package.json
npmmockjs1.1.0web-pages/package.json
npmvue2.6.14web-pages/package.json
npmvue-router3.5.3web-pages/package.json
npmvuex3.6.2web-pages/package.json
npmswiper5.4.5web-pages/package.json
npmvuex-persistedstate3.0.1web-pages/package.json
全部依赖 1,148

来自 GitHub 依赖图的完整解析依赖集合：11 个直接依赖与 1,137 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

注册表软件包版本关系
npm@liveqing/liveplayer2.7.10直接
npmant-design-vue1.7.5直接
npmaxios0.19.2直接
npmcore-js2.6.12直接
npmcore-js3.22.5直接
npmmockjs1.1.0直接
npmswiper5.4.5直接
npmvue2.6.14直接
npmvue-router3.5.3直接
npmvuex3.6.2直接
npmvuex-persistedstate3.0.1直接
Gogithub.com/gorilla/websocketv1.5.3间接
npm@achrinza/node-ipc9.2.5间接
npm@ampproject/remapping2.2.0间接
npm@ant-design/colors3.2.2间接
npm@ant-design/icons2.1.1间接
npm@ant-design/icons-vue2.0.0间接
npm@babel/code-frame7.12.11间接
npm@babel/code-frame7.16.7间接
npm@babel/compat-data7.18.5间接
npm@babel/core7.17.10间接
npm@babel/eslint-parser7.17.0间接
npm@babel/generator7.18.2间接
npm@babel/helper-annotate-as-pure7.16.7间接
npm@babel/helper-builder-binary-assignment-operator-visitor7.16.7间接
npm@babel/helper-compilation-targets7.18.2间接
npm@babel/helper-create-class-features-plugin7.18.0间接
npm@babel/helper-create-regexp-features-plugin7.17.12间接
npm@babel/helper-define-polyfill-provider0.3.1间接
npm@babel/helper-environment-visitor7.18.2间接
npm@babel/helper-explode-assignable-expression7.16.7间接
npm@babel/helper-function-name7.17.9间接
npm@babel/helper-hoist-variables7.16.7间接
npm@babel/helper-member-expression-to-functions7.17.7间接
npm@babel/helper-module-imports7.0.0-beta.35间接
npm@babel/helper-module-imports7.16.7间接
npm@babel/helper-module-transforms7.18.0间接
npm@babel/helper-optimise-call-expression7.16.7间接
npm@babel/helper-plugin-utils7.17.12间接
npm@babel/helper-remap-async-to-generator7.16.8间接
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PyPIsetuptools—间接
PyPIsoundfile—间接
PyPIsphinx—间接
PyPIsphinx-argparse—间接
PyPIsphinx-markdown-tables—间接
PyPIsphinx-rtd-theme—间接
PyPItensorboardx—间接
PyPItiktoken—间接
PyPItorch—间接
PyPItorch-complex—间接
PyPItorch-optimizer—间接
PyPItorch-quant—间接
PyPItorchvision—间接
PyPItqdm—间接
PyPItransformers—间接
PyPItransformers-stream-generator—间接
PyPIumap-learn—间接
PyPIuvicorn—间接
PyPIwebsockets—间接
依赖安全公告 65

该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 1,077 个包，其中也包含从不交付的开发与测试版本固定：65 个存在已知公告，4 个为直接依赖。 有 71 个无法评估——没有已解析的版本、生态系统不受支持，或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
swiper5.4.5直接严重16.5.1
@babel/traverse7.18.5间接严重18.0.0-alpha.4
flatted3.2.5间接严重23.4.2
immutable4.1.0间接严重35.1.8
loader-utils1.4.0间接严重33.2.1
loader-utils2.0.2间接严重33.2.1
shell-quote1.7.3间接严重21.9.0
webpack5.73.0间接严重45.104.1
axios0.19.2直接高251.18.0
mockjs1.1.0直接高1—
@babel/plugin-transform-modules-systemjs7.18.5间接高18.0.0-alpha.13
body-parser1.20.0间接高22.3.0
brace-expansion1.1.11间接高55.0.9
braces3.0.2间接高13.0.3
cross-spawn5.1.0间接高17.0.5
cross-spawn6.0.5间接高17.0.5
cross-spawn7.0.3间接高17.0.5
follow-redirects1.5.10间接高51.16.0
http-proxy-middleware2.0.6间接高44.1.0
js-yaml3.14.1间接高34.3.0
json51.0.1间接高12.2.2
json52.2.1间接高12.2.2
lodash4.17.21间接高34.18.0
minimatch3.1.2间接高310.2.3
node-forge1.3.1间接高71.4.0
path-to-regexp0.1.7间接高38.0.0
picomatch2.3.1间接高24.0.4
playwright1.55.0间接高11.55.1
postcss7.0.39间接高58.5.23
postcss8.4.14间接高58.5.23
semver5.7.1间接高17.5.2
semver6.3.0间接高17.5.2
semver7.0.0间接高17.5.2
semver7.3.7间接高17.5.2
serialize-javascript2.1.2间接高27.0.3
serialize-javascript6.0.0间接高37.0.5
svgo2.8.0间接高24.0.2
terser5.14.1间接高15.14.2
uuid8.3.2间接高113.0.1
webpack-dev-middleware5.3.3间接高17.1.0
vue2.6.14直接中13.0.0-alpha.0
@babel/helpers7.18.2间接中18.0.0-alpha.17
@babel/runtime7.18.3间接中18.0.0-alpha.17
@sideway/formula3.0.0间接中13.0.1
ajv6.12.6间接中18.18.0
ajv8.11.0间接中18.18.0
express4.18.1间接中25.0.0-beta.3
joi17.6.0间接中118.2.1
micromatch4.0.5间接中14.0.8
nanoid3.3.4间接中15.0.9
qs6.10.3间接中26.14.2
send0.18.0间接中10.19.0
serve-static1.15.0间接中12.1.0
vue-template-compiler2.6.14间接中1—
webpack-dev-server4.9.2间接中65.2.4
@babel/core7.17.10间接低18.0.0-rc.6
cookie0.5.0间接低10.7.0
launch-editor2.4.0间接低28.0.16
on-headers1.0.2间接低11.1.0
pytest8.4.1间接未知2—
websocket-driver0.7.4间接未知2—
word-wrap1.2.3间接未知1—
ws7.5.8间接未知2—
ws8.8.0间接未知3—
yaml1.10.2间接未知1—

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读

反馈

发现这份报告有不准确之处，或有想法要分享？错误的测量、未识别的工具、建议、疑问——都欢迎提出。每条消息都会被阅读并得到回复。

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相关记录

与 modelscope/FunASR 共享目录标签或生态系统的已检测仓库。 并排阅读 →

92FluidInference/FluidAudioFrontier CoreML audio models in your apps — text-to-speech, speech-to-text, voice activity detection, and speaker diarization. In Swift, powered by SOTA open source. 优秀99huggingface/transformers🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. 卓越94deepgram/deepgram-js-sdkOfficial JavaScript SDK for Deepgram.卓越93deepgram/deepgram-python-sdkOfficial Python SDK for Deepgram.卓越91pyannote/pyannote-audioNeural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding 优秀94msaad00/agent-bomOpen security scanner and self-hosted control plane for AI, MCP, and cloud. One evidence model — run scans in your environment, centralize findings, govern in your VPC.卓越

评分是信号，而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计，也不是安全保证。

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v2.10.0、模式 v0.31.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置： 汇总统计 — PyPI.