公开记录
软件健康报告模式 0.11.0 · 指标 1.13.0 · 2026-07-17 03:37 UTC

alibaba / funasr

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

Python · C · HTMLMIT★ 19,286 星标⑂ 1,939 复刻始于 2022年11月在 GitHub 上查看 ↗
#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

alibaba/funasr 的健康指数为 100 分中的 77 分，处于「良好」区间。 其得分最高的类别是Engineering Quality（89/100），最低的是Security（47/100）。 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。

77
总分 / 100
良好

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；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 49（有风险）的上限。AI 就绪度不计入总体分。

77
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29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。

所有权

ModelScope组织
6,298 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
PyPIfunasr指向其他仓库——不计分1.3.14425,05811123 天前speech-recognitionasrspeaker-diarizationvadpytorchwhisper-alternativemultilingual

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？

85优秀 · 占总体的 22%

开发活跃度

82良好
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
18/36提交节奏 — 52 周中有 26 周有提交
18/18提交量 — 最近一年 552 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year552
human_commit_share—
days_since_last_push0
active_weeks_last_year26

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 19 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 2.8 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_count19
latest_release_tagruntime-llamacpp-v0.1.6
releases_from_tags否
days_since_latest_release1
mean_days_between_releases2.8

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 18%

流行度与采用

96优秀
评分方式
60/60星标 — 19,286 个星标
25/25复刻 — 1,939 个复刻
11.5/15关注者 — 116 位关注者
所用输入
forks1,939
stars19,286
watchers116
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
has_contributing是
has_issue_template否
has_code_of_conduct否
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？

73良好 · 占总体的 24%

维护者韧性（巴士系数）

61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
11.9/22.5提交分布 — 头号贡献者编写了 47% 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_share0.47

议题与 PR 响应能力

84良好
评分方式
46.7/46.8议题解决 — 100% 的议题已关闭
34.5/38.3PR 接受 — 已裁定的 PR 中 1,298/1,439 已合并
3/15OpenSSF Scorecard：Code-Review — Found 4/17 approved changesets -- score normalized to 2
所用输入
merged_prs1,298
open_issues4
closed_issues1,724
issue_closed_ratio0.998
closed_unmerged_prs141

所有权与托管责任

75良好
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
25/25所有者影响力 — modelscope 有 6,298 位关注者
20.4/25既往记录 — 51 个公开仓库，账户约 3 年
所用输入
followers6,298
owner_typeOrganization
is_verified—
owner_loginmodelscope
public_repos51
account_age_days1,452

工程质量

基础的工程与文档实践是否到位？

89优秀 · 占总体的 20%

工程实践

82良好
评分方式
24/24CI 工作流 — 5 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
2/20OpenSSF Scorecard：CI-Tests — 2 out of 17 merged PRs checked by a CI test -- score normalized to 1
所用输入
has_ci是
has_tests是
has_editorconfig是
has_linter_config是
has_precommit_config是

文档

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://modelscope.github.io/FunASR/
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
homepagehttps://modelscope.github.io/FunASR/
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？

47存在风险 · 占总体的 16%

安全态势

47存在风险
评分方式
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — 无数据
0.2/2.5CI-Tests — 2 out of 17 merged PRs checked by a CI test -- score normalized to 1
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
1.5/7.5Code-Review — Found 4/17 approved changesets -- score normalized to 2
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 24 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
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 — 137 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.7
已排除计分（无数据或不适用）：branch_protection。 其余权重已重新归一化。

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？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。

63中等 · 占总体的 0%

AI 代理上下文与指引

1危急
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）
0/40可读的提交历史 — 无数据
所用输入
has_llms_txt否
legible_history_share—
agent_instruction_files—
agent_instruction_max_bytes—
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。

验证循环（构建 / 测试 / 类型检查）

88优秀
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
0/10已体现的代理实践 — 无数据
0/8自动化维护 — 无数据
0/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
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_share—
toolchain_manifests—
dependency_bot_commit_share—
已排除计分（无数据或不适用）：已体现的代理实践, 自动化维护。 其余权重已重新归一化。

面向模型的代码可读性

82良好
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）
54.6/55可控的文件大小 — 采样的 1,565 个源文件中有 10 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes4,108,168
source_files_sampled1,565
oversized_source_files10

机器可读接口

100优秀
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

关键数据

19,286GitHub 星标
100贡献者
552最近 12 个月提交数
0距最近推送天数
19发布版本数
2巴士系数（bus factor）
4开放议题
npm, PyPI软件包生态系统数

数据采集警告

  • pypi package 'funasr' points at a different repository (https://github.com/modelscope/FunASR); excluded from ecosystem scoring

更多细节

OpenSSF Scorecard 4.7 / 10
4.7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 · 2026-07-17 03:37 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
1CI-Tests2 out of 17 merged PRs checked by a CI test -- score normalized to 1
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 4/17 approved changesets -- score normalized to 2
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 24 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
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
0Vulnerabilities137 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 1,043

来自 GitHub 依赖图的完整解析依赖集合：11 个直接依赖与 1,032 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
npm@babel/helper-replace-supers7.18.2间接
npm@babel/helper-simple-access7.18.2间接
npm@babel/helper-skip-transparent-expression-wrappers7.16.0间接
npm@babel/helper-split-export-declaration7.16.7间接
npm@babel/helper-validator-identifier7.16.7间接
npm@babel/helper-validator-option7.16.7间接
npm@babel/helper-wrap-function7.16.8间接
npm@babel/helpers7.18.2间接
npm@babel/highlight7.17.12间接
npm@babel/parser7.18.5间接
npm@babel/plugin-bugfix-safari-id-destructuring-collision-in-function-expression7.17.12间接
npm@babel/plugin-bugfix-v8-spread-parameters-in-optional-chaining7.17.12间接
npm@babel/plugin-proposal-async-generator-functions7.17.12间接
npm@babel/plugin-proposal-class-properties7.17.12间接
npm@babel/plugin-proposal-class-static-block7.18.0间接
npm@babel/plugin-proposal-decorators7.18.2间接
npm@babel/plugin-proposal-dynamic-import7.16.7间接
npm@babel/plugin-proposal-export-namespace-from7.17.12间接
npm@babel/plugin-proposal-json-strings7.17.12间接
npm@babel/plugin-proposal-logical-assignment-operators7.17.12间接
npm@babel/plugin-proposal-nullish-coalescing-operator7.17.12间接
npm@babel/plugin-proposal-numeric-separator7.16.7间接
npm@babel/plugin-proposal-object-rest-spread7.18.0间接
npm@babel/plugin-proposal-optional-catch-binding7.16.7间接
npm@babel/plugin-proposal-optional-chaining7.17.12间接
npm@babel/plugin-proposal-private-methods7.17.12间接
npm@babel/plugin-proposal-private-property-in-object7.17.12间接
npm@babel/plugin-proposal-unicode-property-regex7.17.12间接
npm@babel/plugin-syntax-async-generators7.8.4间接
npm@babel/plugin-syntax-class-properties7.12.13间接
npm@babel/plugin-syntax-class-static-block7.14.5间接
npm@babel/plugin-syntax-decorators7.17.12间接
npm@babel/plugin-syntax-dynamic-import7.8.3间接
npm@babel/plugin-syntax-export-namespace-from7.8.3间接
npm@babel/plugin-syntax-import-assertions7.17.12间接
npm@babel/plugin-syntax-json-strings7.8.3间接
npm@babel/plugin-syntax-jsx7.17.12间接
npm@babel/plugin-syntax-logical-assignment-operators7.10.4间接
npm@babel/plugin-syntax-nullish-coalescing-operator7.8.3间接
npm@babel/plugin-syntax-numeric-separator7.10.4间接
npm@babel/plugin-syntax-object-rest-spread7.8.3间接
npm@babel/plugin-syntax-optional-catch-binding7.8.3间接
npm@babel/plugin-syntax-optional-chaining7.8.3间接
npm@babel/plugin-syntax-private-property-in-object7.14.5间接
npm@babel/plugin-syntax-top-level-await7.14.5间接
npm@babel/plugin-transform-arrow-functions7.17.12间接
npm@babel/plugin-transform-async-to-generator7.17.12间接
npm@babel/plugin-transform-block-scoped-functions7.16.7间接
npm@babel/plugin-transform-block-scoping7.18.4间接
npm@babel/plugin-transform-classes7.18.4间接
npm@babel/plugin-transform-computed-properties7.17.12间接
npm@babel/plugin-transform-destructuring7.18.0间接
npm@babel/plugin-transform-dotall-regex7.16.7间接
npm@babel/plugin-transform-duplicate-keys7.17.12间接
npm@babel/plugin-transform-exponentiation-operator7.16.7间接
npm@babel/plugin-transform-for-of7.18.1间接
npm@babel/plugin-transform-function-name7.16.7间接
npm@babel/plugin-transform-literals7.17.12间接
npm@babel/plugin-transform-member-expression-literals7.16.7间接
npm@babel/plugin-transform-modules-amd7.18.0间接
npm@babel/plugin-transform-modules-commonjs7.18.2间接
npm@babel/plugin-transform-modules-systemjs7.18.5间接
npm@babel/plugin-transform-modules-umd7.18.0间接
npm@babel/plugin-transform-named-capturing-groups-regex7.17.12间接
npm@babel/plugin-transform-new-target7.18.5间接
npm@babel/plugin-transform-object-super7.16.7间接
npm@babel/plugin-transform-parameters7.17.12间接
npm@babel/plugin-transform-property-literals7.16.7间接
npm@babel/plugin-transform-regenerator7.18.0间接
npm@babel/plugin-transform-reserved-words7.17.12间接
npm@babel/plugin-transform-runtime7.18.5间接
npm@babel/plugin-transform-shorthand-properties7.16.7间接
npm@babel/plugin-transform-spread7.17.12间接
npm@babel/plugin-transform-sticky-regex7.16.7间接
npm@babel/plugin-transform-template-literals7.18.2间接
npm@babel/plugin-transform-typeof-symbol7.17.12间接
npm@babel/plugin-transform-unicode-escapes7.16.7间接
npm@babel/plugin-transform-unicode-regex7.16.7间接
npm@babel/preset-env7.18.2间接
npm@babel/preset-modules0.1.5间接
npm@babel/runtime7.18.3间接
npm@babel/template7.16.7间接
npm@babel/traverse7.18.5间接
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原始 JSON 报告 机器可读
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                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
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              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
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              },
              {
                "key": "packaging",
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                "points": 5,
                "status": "met",
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              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "sast",
                "name": "SAST",
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                "status": "missed",
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              },
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                "key": "security_policy",
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                "points": 5,
                "status": "met",
                "details": [],
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              },
              {
                "key": "signed_releases",
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                "points": 0,
                "status": "missed",
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              },
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                "key": "token_permissions",
                "name": "Token-Permissions",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
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                "points": 0,
                "status": "missed",
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              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
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            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
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                "Russia",
                "Iran",
                "North Korea"
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              "assessed_self_published_locations": 3
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                "status": "met",
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                "key": "machine_readable_docs_llms_txt",
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                "points": 0,
                "status": "missed",
                "details": [],
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                "key": "legible_commit_history",
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            "key": "ai_verify_loop",
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                "params": {
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            "inputs": {
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                "runtime/onnxruntime/third_party/kaldi/lmbin/Makefile",
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              "has_linter_config": true,
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        ],
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      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "pypi package 'funasr' points at a different repository (https://github.com/modelscope/FunASR); excluded from ecosystem scoring"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-17T03:37:41.578343Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/alibaba/funasr.svg",
  "full_name": "alibaba/funasr",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

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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 v1.13.0、模式 v0.11.0—— 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.