diff --git a/nix/python.nix b/nix/python.nix
index 47bd301ae1..19ddaa4e79 100644
--- a/nix/python.nix
+++ b/nix/python.nix
@@ -74,6 +74,13 @@ let
           cffi = [ ];
         };
       });
+      # [kittentts] locks misaki as a git source. uv.lock records no build
+      # backend for it, so supply the hatchling its pyproject declares.
+      misaki = prev.misaki.overrideAttrs (old: {
+        nativeBuildInputs = (old.nativeBuildInputs or [ ]) ++ final.resolveBuildSystem {
+          hatchling = [ ];
+        };
+      });
     };
 
   pythonPackageOverrides =
diff --git a/pyproject.toml b/pyproject.toml
index e51d2be048..ac1c5c9f04 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -233,14 +233,19 @@ fal = ["fal-client==0.13.1"]
 # Edge TTS — default TTS provider but still optional (users can pick
 # ElevenLabs / OpenAI / MiniMax instead).
 edge-tts = ["edge-tts==7.2.7"]
-# These engines' upstream Python ceilings exclude the managed interpreter.
+# NeuTTS's upstream Python ceiling excludes the managed interpreter.
 # Keep dependency markers and PM gates together: bundles omit them, explicit
 # setup requests report unavailable rather than succeeding with an empty set.
 neutts = ["neutts[all]==1.4.1; python_version < '3.14'"]
 kittentts = [
-  # KittenTTS requires misaki[en]>=0.9.4, whose Python ceiling is <3.13.
-  "kittentts @ https://github.com/KittenML/KittenTTS/releases/download/0.8.1/kittentts-0.8.1-py3-none-any.whl ; python_version < '3.13'",
-  "soundfile==0.14.0; python_version < '3.13'",
+  "kittentts @ https://github.com/KittenML/KittenTTS/releases/download/0.8.1/kittentts-0.8.1-py3-none-any.whl ; (platform_machine != 'ARM64' or sys_platform != 'win32') and (platform_machine != 'x86_64' or sys_platform != 'darwin')",
+  # KittenTTS requires misaki[en]>=0.9.4, and PyPI's misaki 0.9.4 caps Python
+  # below 3.13. The NousResearch fork is the same 0.9.4 code with the cap
+  # raised to <3.15. Declaring it here makes KittenTTS's transitive
+  # requirement resolve to the fork. Drop this line when upstream misaki
+  # publishes a release that allows 3.14.
+  "misaki[en] @ git+https://github.com/NousResearch/misaki.git@f03fd2be7346952a83d3d4845c217fc7667f322d ; (platform_machine != 'ARM64' or sys_platform != 'win32') and (platform_machine != 'x86_64' or sys_platform != 'darwin')",
+  "soundfile==0.14.0; (platform_machine != 'ARM64' or sys_platform != 'win32') and (platform_machine != 'x86_64' or sys_platform != 'darwin')",
 ]
 # onnxruntime has no Intel macOS wheel. Piper has no Windows ARM64 wheel.
 piper = [
@@ -585,9 +590,11 @@ wake-openwakeword = "(platform_machine != 'ARM64' or sys_platform != 'win32') an
 # Gate the extra that carries only faster-whisper; [voice] also has ungated deps (sounddevice,
 # numpy) and stays installable, see test_declared_extra_gates_match_dependency_selection.
 stt-whisper = "(platform_machine != 'ARM64' or sys_platform != 'win32') and (platform_machine != 'x86_64' or platform_system != 'Darwin')"
-# NeuTTS excludes Python 3.14. KittenTTS's misaki dependency excludes 3.13+.
+# NeuTTS excludes Python 3.14.
 neutts = "python_version < '3.14'"
-kittentts = "python_version < '3.13'"
+# KittenTTS: onnxruntime has no Intel macOS wheel; misaki[en]'s torch has no
+# Windows ARM64 wheel.
+kittentts = "(platform_machine != 'ARM64' or sys_platform != 'win32') and (platform_machine != 'x86_64' or sys_platform != 'darwin')"
 piper = "(platform_machine != 'ARM64' or sys_platform != 'win32') and (platform_machine != 'x86_64' or sys_platform != 'darwin')"
 
 [tool.uv]
diff --git a/uv.lock b/uv.lock
index 4673bdf345..7e41875bb1 100644
--- a/uv.lock
+++ b/uv.lock
@@ -123,6 +123,15 @@ overrides = [
     { name = "pynacl", specifier = ">=1.6,<1.7" },
 ]
 
+[[package]]
+name = "addict"
+version = "2.4.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/85/ef/fd7649da8af11d93979831e8f1f8097e85e82d5bfeabc8c68b39175d8e75/addict-2.4.0.tar.gz", hash = "sha256:b3b2210e0e067a281f5646c8c5db92e99b7231ea8b0eb5f74dbdf9e259d4e494", size = 9186, upload-time = "2020-11-21T16:21:31.416Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/6a/00/b08f23b7d7e1e14ce01419a467b583edbb93c6cdb8654e54a9cc579cd61f/addict-2.4.0-py3-none-any.whl", hash = "sha256:249bb56bbfd3cdc2a004ea0ff4c2b6ddc84d53bc2194761636eb314d5cfa5dfc", size = 3832, upload-time = "2020-11-21T16:21:29.588Z" },
+]
+
 [[package]]
 name = "agent-client-protocol"
 version = "0.9.0"
@@ -645,6 +654,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/49/9a/417b3a533e01953a7c618884df2cb05a71e7b68bdbce4fbdb62349d2a2e8/azure_identity-1.25.3-py3-none-any.whl", hash = "sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c", size = 192138, upload-time = "2026-03-13T01:12:22.951Z" },
 ]
 
+[[package]]
+name = "babel"
+version = "2.18.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/7d/b2/51899539b6ceeeb420d40ed3cd4b7a40519404f9baf3d4ac99dc413a834b/babel-2.18.0.tar.gz", hash = "sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d", size = 9959554, upload-time = "2026-02-01T12:30:56.078Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/77/f5/21d2de20e8b8b0408f0681956ca2c69f1320a3848ac50e6e7f39c6159675/babel-2.18.0-py3-none-any.whl", hash = "sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35", size = 10196845, upload-time = "2026-02-01T12:30:53.445Z" },
+]
+
 [[package]]
 name = "backoff"
 version = "2.2.1"
@@ -663,6 +681,45 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/4a/45/ec96b29162a402fc4c1c5512d114d7b3787b9d1c2ec241d9568b4816ee23/base58-2.1.1-py3-none-any.whl", hash = "sha256:11a36f4d3ce51dfc1043f3218591ac4eb1ceb172919cebe05b52a5bcc8d245c2", size = 5621, upload-time = "2021-10-30T22:12:16.658Z" },
 ]
 
+[[package]]
+name = "blis"
+version = "1.3.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "numpy" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/d0/d0/d8cc8c9a4488a787e7fa430f6055e5bd1ddb22c340a751d9e901b82e2efe/blis-1.3.3.tar.gz", hash = "sha256:034d4560ff3cc43e8aa37e188451b0440e3261d989bb8a42ceee865607715ecd", size = 2644873, upload-time = "2025-11-17T12:28:30.511Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a1/0a/a4c8736bc497d386b0ffc76d321f478c03f1a4725e52092f93b38beb3786/blis-1.3.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:e10c8d3e892b1dbdff365b9d00e08291876fc336915bf1a5e9f188ed087e1a91", size = 6925522, upload-time = "2025-11-17T12:27:29.199Z" },
+    { url = "https://files.pythonhosted.org/packages/83/5a/3437009282f23684ecd3963a8b034f9307cdd2bf4484972e5a6b096bf9ac/blis-1.3.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:66e6249564f1db22e8af1e0513ff64134041fa7e03c8dd73df74db3f4d8415a7", size = 1232787, upload-time = "2025-11-17T12:27:30.996Z" },
+    { url = "https://files.pythonhosted.org/packages/d1/0e/82221910d16259ce3017c1442c468a3f206a4143a96fbba9f5b5b81d62e8/blis-1.3.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:7260da065958b4e5475f62f44895ef9d673b0f47dcf61b672b22b7dae1a18505", size = 2844596, upload-time = "2025-11-17T12:27:32.601Z" },
+    { url = "https://files.pythonhosted.org/packages/6c/93/ab547f1a5c23e20bca16fbcf04021c32aac3f969be737ea4980509a7ca90/blis-1.3.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e9327a6ca67de8ae76fe071e8584cc7f3b2e8bfadece4961d40f2826e1cda2df", size = 11377746, upload-time = "2025-11-17T12:27:35.342Z" },
+    { url = "https://files.pythonhosted.org/packages/6e/a6/7733820aa62da32526287a63cd85c103b2b323b186c8ee43b7772ff7017c/blis-1.3.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c4ae70629cf302035d268858a10ca4eb6242a01b2dc8d64422f8e6dcb8a8ee74", size = 3041954, upload-time = "2025-11-17T12:27:37.479Z" },
+    { url = "https://files.pythonhosted.org/packages/87/53/e39d67fd3296b649772780ca6aab081412838ecb54e0b0c6432d01626a50/blis-1.3.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:45866a9027d43b93e8b59980a23c5d7358b6536fc04606286e39fdcfce1101c2", size = 14251222, upload-time = "2025-11-17T12:27:39.705Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/44/b749f8777b020b420bceaaf60f66432fc30cc904ca5b69640ec9cbef11ed/blis-1.3.3-cp311-cp311-win_amd64.whl", hash = "sha256:27f82b8633030f8d095d2b412dffa7eb6dbc8ee43813139909a20012e54422ea", size = 6171233, upload-time = "2025-11-17T12:27:41.921Z" },
+    { url = "https://files.pythonhosted.org/packages/16/d1/429cf0cf693d4c7dc2efed969bd474e315aab636e4a95f66c4ed7264912d/blis-1.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:2a1c74e100665f8e918ebdbae2794576adf1f691680b5cdb8b29578432f623ef", size = 6929663, upload-time = "2025-11-17T12:27:44.482Z" },
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+]
+
 [[package]]
 name = "boto3"
 version = "1.42.89"
@@ -716,6 +773,15 @@ wheels = [
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 ]
 
+[[package]]
+name = "catalogue"
+version = "2.0.10"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/38/b4/244d58127e1cdf04cf2dc7d9566f0d24ef01d5ce21811bab088ecc62b5ea/catalogue-2.0.10.tar.gz", hash = "sha256:4f56daa940913d3f09d589c191c74e5a6d51762b3a9e37dd53b7437afd6cda15", size = 19561, upload-time = "2023-09-25T06:29:24.962Z" }
+wheels = [
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+]
+
 [[package]]
 name = "cbor2"
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 version = "0.10.4"
@@ -5871,6 +7085,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/85/5a/2ae6debc94fcfd7ce06b0e4ac5505be29ca04e76d6c99af35d4372dd7eda/vercel_workers-0.0.25-py3-none-any.whl", hash = "sha256:6901228a90e83e292e6a176161e66e6a7c43d9f4fd9e13d6bd87092ad09ffd8b", size = 61680, upload-time = "2026-06-20T19:26:25.971Z" },
 ]
 
+[[package]]
+name = "wasabi"
+version = "1.1.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ac/f9/054e6e2f1071e963b5e746b48d1e3727470b2a490834d18ad92364929db3/wasabi-1.1.3.tar.gz", hash = "sha256:4bb3008f003809db0c3e28b4daf20906ea871a2bb43f9914197d540f4f2e0878", size = 30391, upload-time = "2024-05-31T16:56:18.99Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/06/7c/34330a89da55610daa5f245ddce5aab81244321101614751e7537f125133/wasabi-1.1.3-py3-none-any.whl", hash = "sha256:f76e16e8f7e79f8c4c8be49b4024ac725713ab10cd7f19350ad18a8e3f71728c", size = 27880, upload-time = "2024-05-31T16:56:16.699Z" },
+]
+
 [[package]]
 name = "watchfiles"
 version = "1.2.0"
@@ -5973,6 +7199,26 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/96/42/3e5985a0a7e57de470b320c6d6a1a67c844f6737a587f3d44dd13d1819e7/wcwidth-0.8.2-py3-none-any.whl", hash = "sha256:d63947694a0539a1d51e01eda7caf800c291020e6cdd7e28ad7b14dd33ad4f85", size = 323166, upload-time = "2026-06-29T18:11:09.888Z" },
 ]
 
+[[package]]
+name = "weasel"
+version = "1.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cloudpathlib" },
+    { name = "confection" },
+    { name = "httpx" },
+    { name = "packaging" },
+    { name = "pydantic" },
+    { name = "smart-open" },
+    { name = "srsly" },
+    { name = "typer" },
+    { name = "wasabi" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ce/e5/e272bb9a045105a1fdf4b798d8086f5932a178f4d738f17a74f5c9e0ae9a/weasel-1.0.0.tar.gz", hash = "sha256:7b129b44c90cc543b760532974ca1e4eb30dad2aa2026f57bdce66354ae610fc", size = 38682, upload-time = "2026-03-20T08:10:25.266Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0a/07/57ebf7a6798b016c064bd0ca81b4c6a99daa4dc377b898bc7b41eb6b5af0/weasel-1.0.0-py3-none-any.whl", hash = "sha256:89518acee027f49d743126c3502d35e6dd14f5768be5c37c9af47c171b6005cc", size = 50713, upload-time = "2026-03-20T08:10:23.637Z" },
+]
+
 [[package]]
 name = "websocket-client"
 version = "1.9.0"
diff --git a/website/docs/user-guide/features/tts.md b/website/docs/user-guide/features/tts.md
index cfe8c47cf4..c0b57016bc 100644
--- a/website/docs/user-guide/features/tts.md
+++ b/website/docs/user-guide/features/tts.md
@@ -113,7 +113,7 @@ tts:
     # normalize_audio: true
 ```
 
-KittenTTS cannot be installed in the managed Python 3.14 environment: its `misaki` dependency requires Python `<3.13`. The `kittentts` extra is gated off there; selecting the provider without installing it will report it unavailable. Use another provider until its dependencies support the managed interpreter.
+KittenTTS is not available on Intel macOS or Windows ARM64: its dependencies publish no `onnxruntime` or PyTorch wheels for those platforms. Selecting it there reports the provider unavailable.
 
 MiniMax TTS selects its region, endpoint, and credential together:
 
diff --git a/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guide/features/tts.md b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guide/features/tts.md
index d720516e54..18abb29aa7 100644
--- a/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guide/features/tts.md
+++ b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guide/features/tts.md
@@ -98,7 +98,7 @@ tts:
     # normalize_audio: true
 ```
 
-KittenTTS 无法安装到受管理的 Python 3.14 环境：其依赖 `misaki` 要求 Python `<3.13`。`kittentts` extra 在该环境中被禁用；选择此提供商但未安装时会报告不可用。在其依赖支持受管理解释器之前，请使用其他提供商。
+KittenTTS 不支持 Intel macOS 和 Windows ARM64：其依赖没有为这些平台发布 `onnxruntime` 或 PyTorch wheel。在这些平台上选择它会报告该提供商不可用。
 
 **速度控制**：全局 `tts.speed` 值默认应用于所有提供商。每个提供商可用自身的 `speed` 设置覆盖它（例如 `tts.openai.speed: 1.5`）。提供商级别的速度优先于全局值。默认值为 `1.0`（正常速度）。