diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index 40e557a187..f8b6341cda 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -20,7 +20,7 @@ jobs:
       fail-fast: false
       matrix:
         platform: [ubuntu-latest, windows-latest]
-        python-version: ["3.10", "3.11", "3.12", "3.13"]
+        python-version: ["3.10", "3.11", "3.12", "3.13", "3.14"]
     runs-on: ${{ matrix.platform }}
     env:
       IS_MAIN_PYTHON: ${{ matrix.python-version == '3.10' && matrix.platform == 'ubuntu-latest' }}
diff --git a/beetsplug/fetchart.py b/beetsplug/fetchart.py
index 2f4b4354c0..5a2a0bab6d 100644
--- a/beetsplug/fetchart.py
+++ b/beetsplug/fetchart.py
@@ -23,7 +23,7 @@
 from contextlib import closing
 from enum import Enum
 from functools import cached_property
-from typing import TYPE_CHECKING, AnyStr, ClassVar, Literal
+from typing import TYPE_CHECKING, Any, AnyStr, ClassVar, Literal
 
 import confuse
 import requests
@@ -334,9 +334,9 @@ def _logged_get(log: Logger, *args, **kwargs) -> requests.Response:
         settings = s.merge_environment_settings(
             prepped.url, {}, None, None, None
         )
-        send_kwargs.update(settings)
         log.debug("{}: {.url}", message, prepped)
-        return s.send(prepped, **send_kwargs)
+        merged_kwargs: dict[Any, Any] = {**send_kwargs, **settings}
+        return s.send(prepped, **merged_kwargs)
 
 
 class RequestMixin:
diff --git a/docs/changelog.rst b/docs/changelog.rst
index c6bceadacc..4926f5d728 100644
--- a/docs/changelog.rst
+++ b/docs/changelog.rst
@@ -9,6 +9,8 @@ below!
 Unreleased
 ----------
 
+Beets now officially supports Python 3.14.
+
 New features
 ~~~~~~~~~~~~
 
diff --git a/poetry.lock b/poetry.lock
index 7bec09acd3..8d88e055bc 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -679,151 +679,151 @@ pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.6"
+version = "3.4.7"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
 files = [
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-version = "8.3.1"
+version = "8.3.2"
 description = "Composable command line interface toolkit"
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 python-versions = ">=3.10"
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 [package.dependencies]
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-description = "Getting image size from png/jpeg/jpeg2000/gif file"
+version = "2.0.0"
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 [[package]]
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 [package.dependencies]
-librt = {version = ">=0.6.2", markers = "platform_python_implementation != \"PyPy\""}
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 mypy_extensions = ">=1.0.0"
-pathspec = ">=0.9.0"
+pathspec = ">=1.0.0"
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 typing_extensions = ">=4.6.0"
 
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 faster-cache = ["orjson"]
 install-types = ["pip"]
 mypyc = ["setuptools (>=50)"]
+native-parser = ["ast-serialize (>=0.1.1,<1.0.0)"]
 reports = ["lxml"]
 
 [[package]]
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 [package.dependencies]
-llvmlite = "==0.46.*"
+llvmlite = "==0.47.*"
 numpy = ">=1.22,<2.5"
 
 [[package]]
@@ -2584,102 +2593,102 @@ tests = ["pytest (>=9)", "typing-extensions (>=4.15)"]
 
 [[package]]
 name = "pillow"
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 ]
 
 [package.extras]
@@ -2692,13 +2701,13 @@ xmp = ["defusedxml"]
 
 [[package]]
 name = "platformdirs"
-version = "4.9.4"
+version = "4.9.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.10"
 files = [
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 ]
 
 [[package]]
@@ -2814,12 +2823,13 @@ test = ["coverage[toml] (>=7.10.7)", "coveralls (>=4.0.2)", "py-cpuinfo", "pytes
 
 [[package]]
 name = "pyacoustid"
-version = "1.3.0"
-description = "bindings for Chromaprint acoustic fingerprinting and the Acoustid API"
+version = "1.3.1"
+description = "Bindings for Chromaprint acoustic fingerprinting and the Acoustid API"
 optional = true
-python-versions = "*"
+python-versions = ">=3.10"
 files = [
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 ]
 
 [package.dependencies]
@@ -2984,13 +2994,13 @@ files = [
 
 [[package]]
 name = "pydata-sphinx-theme"
-version = "0.16.1"
+version = "0.17.0"
 description = "Bootstrap-based Sphinx theme from the PyData community"
 optional = true
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 files = [
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 ]
 
 [package.dependencies]
@@ -2999,15 +3009,15 @@ Babel = "*"
 beautifulsoup4 = "*"
 docutils = "!=0.17.0"
 pygments = ">=2.7"
-sphinx = ">=6.1"
+sphinx = ">=7.0,<10"
 typing-extensions = "*"
 
 [package.extras]
-a11y = ["pytest-playwright"]
+a11y = ["pydata-sphinx-theme[test]"]
 dev = ["pandoc", "pre-commit", "pydata-sphinx-theme[doc,test]", "pyyaml", "sphinx-theme-builder[cli]", "tox"]
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+doc = ["ablog (>=0.11.8)", "astroid (>=3,!=4.0.3)", "colorama", "graphviz", "ipykernel", "ipyleaflet", "ipywidgets", "jupyter_sphinx", "jupyterlite-sphinx", "linkify-it-py", "matplotlib", "myst-parser", "nbsphinx", "numpy", "numpydoc", "pandas", "plotly", "rich", "sphinx-autoapi (==3.6.1)", "sphinx-copybutton", "sphinx-design", "sphinx-favicon (>=1.0.1)", "sphinx-sitemap (<2.7.0)", "sphinx-togglebutton", "sphinxcontrib-mermaid", "sphinxcontrib-youtube (>=1.4.1)", "sphinxext-rediraffe", "xarray"]
 i18n = ["Babel", "jinja2"]
-test = ["pytest", "pytest-cov", "pytest-regressions", "sphinx[test]"]
+test = ["pytest", "pytest-cov", "pytest-playwright", "pytest-regressions", "sphinx[test]"]
 
 [[package]]
 name = "pygments"
@@ -3142,13 +3152,13 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "9.0.2"
+version = "9.0.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.10"
 files = [
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 ]
 
 [package.dependencies]
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 python-versions = ">=3.10"
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 ]
 
 [[package]]
@@ -3628,17 +3638,17 @@ rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
 [[package]]
 name = "requests-ratelimiter"
-version = "0.9.2"
+version = "0.9.3"
 description = "Rate-limiting for the requests library"
 optional = false
 python-versions = ">=3.10"
 files = [
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-    {file = "requests_ratelimiter-0.9.2.tar.gz", hash = "sha256:1d9ede92dd4bebd0d5d449ec4a779dda08d50e424e4a051349263bfc42afad97"},
+    {file = "requests_ratelimiter-0.9.3-py3-none-any.whl", hash = "sha256:f0d2c616891ba84d84aa9940c4251fd516bc6471d44313230653062eedc860d4"},
+    {file = "requests_ratelimiter-0.9.3.tar.gz", hash = "sha256:a706807210e0a5554be585f0cd6892cb57784343c4d40c7473456b26274a775c"},
 ]
 
 [package.dependencies]
-pyrate-limiter = ">=4.0,<5.0"
+pyrate-limiter = ">=4.1,<5"
 requests = ">=2.20"
 
 [[package]]
@@ -3781,29 +3791,29 @@ files = [
 
 [[package]]
 name = "ruff"
-version = "0.15.8"
+version = "0.15.10"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "ruff-0.15.8-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:d3e3d0b6ba8dca1b7ef9ab80a28e840a20070c4b62e56d675c24f366ef330570"},
-    {file = "ruff-0.15.8-py3-none-macosx_11_0_arm64.whl", hash = "sha256:6ee3ae5c65a42f273f126686353f2e08ff29927b7b7e203b711514370d500de3"},
-    {file = "ruff-0.15.8-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fdce027ada77baa448077ccc6ebb2fa9c3c62fd110d8659d601cf2f475858d94"},
-    {file = "ruff-0.15.8-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:12e617fc01a95e5821648a6df341d80456bd627bfab8a829f7cfc26a14a4b4a3"},
-    {file = "ruff-0.15.8-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:432701303b26416d22ba696c39f2c6f12499b89093b61360abc34bcc9bf07762"},
-    {file = "ruff-0.15.8-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d910ae974b7a06a33a057cb87d2a10792a3b2b3b35e33d2699fdf63ec8f6b17a"},
-    {file = "ruff-0.15.8-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2033f963c43949d51e6fdccd3946633c6b37c484f5f98c3035f49c27395a8ab8"},
-    {file = "ruff-0.15.8-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0f29b989a55572fb885b77464cf24af05500806ab4edf9a0fd8977f9759d85b1"},
-    {file = "ruff-0.15.8-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:ac51d486bf457cdc985a412fb1801b2dfd1bd8838372fc55de64b1510eff4bec"},
-    {file = "ruff-0.15.8-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:c9861eb959edab053c10ad62c278835ee69ca527b6dcd72b47d5c1e5648964f6"},
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-    {file = "ruff-0.15.8-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:75e5cd06b1cf3f47a3996cfc999226b19aa92e7cce682dcd62f80d7035f98f49"},
-    {file = "ruff-0.15.8-py3-none-win32.whl", hash = "sha256:bc1f0a51254ba21767bfa9a8b5013ca8149dcf38092e6a9eb704d876de94dc34"},
-    {file = "ruff-0.15.8-py3-none-win_amd64.whl", hash = "sha256:04f79eff02a72db209d47d665ba7ebcad609d8918a134f86cb13dd132159fc89"},
-    {file = "ruff-0.15.8-py3-none-win_arm64.whl", hash = "sha256:cf891fa8e3bb430c0e7fac93851a5978fc99c8fa2c053b57b118972866f8e5f2"},
-    {file = "ruff-0.15.8.tar.gz", hash = "sha256:995f11f63597ee362130d1d5a327a87cb6f3f5eae3094c620bcc632329a4d26e"},
+    {file = "ruff-0.15.10-py3-none-linux_armv6l.whl", hash = "sha256:0744e31482f8f7d0d10a11fcbf897af272fefdfcb10f5af907b18c2813ff4d5f"},
+    {file = "ruff-0.15.10-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:b1e7c16ea0ff5a53b7c2df52d947e685973049be1cdfe2b59a9c43601897b22e"},
+    {file = "ruff-0.15.10-py3-none-macosx_11_0_arm64.whl", hash = "sha256:93cc06a19e5155b4441dd72808fdf84290d84ad8a39ca3b0f994363ade4cebb1"},
+    {file = "ruff-0.15.10-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:83e1dd04312997c99ea6965df66a14fb4f03ba978564574ffc68b0d61fd3989e"},
+    {file = "ruff-0.15.10-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:8154d43684e4333360fedd11aaa40b1b08a4e37d8ffa9d95fee6fa5b37b6fab1"},
+    {file = "ruff-0.15.10-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8ab88715f3a6deb6bde6c227f3a123410bec7b855c3ae331b4c006189e895cef"},
+    {file = "ruff-0.15.10-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a768ff5969b4f44c349d48edf4ab4f91eddb27fd9d77799598e130fb628aa158"},
+    {file = "ruff-0.15.10-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0ee3ef42dab7078bda5ff6a1bcba8539e9857deb447132ad5566a038674540d0"},
+    {file = "ruff-0.15.10-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:51cb8cc943e891ba99989dd92d61e29b1d231e14811db9be6440ecf25d5c1609"},
+    {file = "ruff-0.15.10-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:e59c9bdc056a320fb9ea1700a8d591718b8faf78af065484e801258d3a76bc3f"},
+    {file = "ruff-0.15.10-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:136c00ca2f47b0018b073f28cb5c1506642a830ea941a60354b0e8bc8076b151"},
+    {file = "ruff-0.15.10-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:8b80a2f3c9c8a950d6237f2ca12b206bccff626139be9fa005f14feb881a1ae8"},
+    {file = "ruff-0.15.10-py3-none-musllinux_1_2_i686.whl", hash = "sha256:e3e53c588164dc025b671c9df2462429d60357ea91af7e92e9d56c565a9f1b07"},
+    {file = "ruff-0.15.10-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:b0c52744cf9f143a393e284125d2576140b68264a93c6716464e129a3e9adb48"},
+    {file = "ruff-0.15.10-py3-none-win32.whl", hash = "sha256:d4272e87e801e9a27a2e8df7b21011c909d9ddd82f4f3281d269b6ba19789ca5"},
+    {file = "ruff-0.15.10-py3-none-win_amd64.whl", hash = "sha256:28cb32d53203242d403d819fd6983152489b12e4a3ae44993543d6fe62ab42ed"},
+    {file = "ruff-0.15.10-py3-none-win_arm64.whl", hash = "sha256:601d1610a9e1f1c2165a4f561eeaa2e2ea1e97f3287c5aa258d3dab8b57c6188"},
+    {file = "ruff-0.15.10.tar.gz", hash = "sha256:d1f86e67ebfdef88e00faefa1552b5e510e1d35f3be7d423dc7e84e63788c94e"},
 ]
 
 [[package]]
@@ -4026,13 +4036,13 @@ files = [
 
 [[package]]
 name = "soco"
-version = "0.30.14"
+version = "0.31.0"
 description = "SoCo (Sonos Controller) is a simple library to control Sonos speakers."
 optional = true
 python-versions = ">=3.6"
 files = [
-    {file = "soco-0.30.14-py2.py3-none-any.whl", hash = "sha256:6953e0308c27e543ef99cd698eb07f976549310742760fdf8558bc7bf444e4b6"},
-    {file = "soco-0.30.14.tar.gz", hash = "sha256:850a26481cb924dfb956fd020552c7df2bab3b321513101d6a804c24a598fa26"},
+    {file = "soco-0.31.0-py2.py3-none-any.whl", hash = "sha256:a4152803f736705d759c052b2079af4282b31bd481e46f15c3a6d79b41bb9521"},
+    {file = "soco-0.31.0.tar.gz", hash = "sha256:d72279eb3b5d44b9359843c8d3237d6eaaa95ce04096539720f2d377b19fd89f"},
 ]
 
 [package.dependencies]
@@ -4044,7 +4054,7 @@ xmltodict = "*"
 
 [package.extras]
 events-asyncio = ["aiohttp"]
-testing = ["black (>=22.12.0)", "coveralls", "flake8", "graphviz", "importlib-metadata (<5)", "pylint", "pytest (>=2.5)", "pytest-cov (<2.6.0)", "requests-mock", "sphinx (==4.5.0)", "sphinx_rtd_theme", "twine", "wheel"]
+testing = ["black (>=24.4.0)", "coveralls", "flake8", "graphviz", "importlib-metadata (<5)", "pylint", "pytest (>=2.5)", "pytest-cov (<2.6.0)", "requests-mock", "sphinx (==4.5.0)", "sphinx_rtd_theme", "twine", "wheel"]
 
 [[package]]
 name = "soundfile"
@@ -4601,13 +4611,13 @@ files = [
 
 [[package]]
 name = "types-flask-cors"
-version = "6.0.0.20250809"
+version = "6.0.0.20260408"
 description = "Typing stubs for Flask-Cors"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 files = [
-    {file = "types_flask_cors-6.0.0.20250809-py3-none-any.whl", hash = "sha256:f6d660dddab946779f4263cb561bffe275d86cb8747ce02e9fec8d340780131b"},
-    {file = "types_flask_cors-6.0.0.20250809.tar.gz", hash = "sha256:24380a2b82548634c0931d50b9aafab214eea9f85dcc04f15ab1518752a7e6aa"},
+    {file = "types_flask_cors-6.0.0.20260408-py3-none-any.whl", hash = "sha256:ccd8801862b3ebd27754734b84fc3dcfebd0f8056380ae88254c7dd799d64a39"},
+    {file = "types_flask_cors-6.0.0.20260408.tar.gz", hash = "sha256:8c440c158c335819bb9286870c9770687ae6d943510fdd97e4b573324f8d2178"},
 ]
 
 [package.dependencies]
@@ -4615,13 +4625,13 @@ Flask = ">=2.0.0"
 
 [[package]]
 name = "types-html5lib"
-version = "1.1.11.20251117"
+version = "1.1.11.20260408"
 description = "Typing stubs for html5lib"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 files = [
-    {file = "types_html5lib-1.1.11.20251117-py3-none-any.whl", hash = "sha256:2a3fc935de788a4d2659f4535002a421e05bea5e172b649d33232e99d4272d08"},
-    {file = "types_html5lib-1.1.11.20251117.tar.gz", hash = "sha256:1a6a3ac5394aa12bf547fae5d5eff91dceec46b6d07c4367d9b39a37f42f201a"},
+    {file = "types_html5lib-1.1.11.20260408-py3-none-any.whl", hash = "sha256:d18dc4b90d6d6745585790b920db13ede43e1f8ff6ee1ac0ceb0dec4223a06fa"},
+    {file = "types_html5lib-1.1.11.20260408.tar.gz", hash = "sha256:8a281aa367bc77dbc758358cd9bef79530f2d154eeed9b33705bb035a0dab9e4"},
 ]
 
 [package.dependencies]
@@ -4640,24 +4650,24 @@ files = [
 
 [[package]]
 name = "types-pyyaml"
-version = "6.0.12.20250915"
+version = "6.0.12.20260408"
 description = "Typing stubs for PyYAML"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 files = [
-    {file = "types_pyyaml-6.0.12.20250915-py3-none-any.whl", hash = "sha256:e7d4d9e064e89a3b3cae120b4990cd370874d2bf12fa5f46c97018dd5d3c9ab6"},
-    {file = "types_pyyaml-6.0.12.20250915.tar.gz", hash = "sha256:0f8b54a528c303f0e6f7165687dd33fafa81c807fcac23f632b63aa624ced1d3"},
+    {file = "types_pyyaml-6.0.12.20260408-py3-none-any.whl", hash = "sha256:fbc42037d12159d9c801ebfcc79ebd28335a7c13b08a4cfbc6916df78fee9384"},
+    {file = "types_pyyaml-6.0.12.20260408.tar.gz", hash = "sha256:92a73f2b8d7f39ef392a38131f76b970f8c66e4c42b3125ae872b7c93b556307"},
 ]
 
 [[package]]
 name = "types-requests"
-version = "2.33.0.20260327"
+version = "2.33.0.20260408"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.10"
 files = [
-    {file = "types_requests-2.33.0.20260327-py3-none-any.whl", hash = "sha256:fde0712be6d7c9a4d490042d6323115baf872d9a71a22900809d0432de15776e"},
-    {file = "types_requests-2.33.0.20260327.tar.gz", hash = "sha256:f4f74f0b44f059e3db420ff17bd1966e3587cdd34062fe38a23cda97868f8dd8"},
+    {file = "types_requests-2.33.0.20260408-py3-none-any.whl", hash = "sha256:81f31d5ea4acb39f03be7bc8bed569ba6d5a9c5d97e89f45ac43d819b68ca50f"},
+    {file = "types_requests-2.33.0.20260408.tar.gz", hash = "sha256:95b9a86376807a216b2fb412b47617b202091c3ea7c078f47cc358d5528ccb7b"},
 ]
 
 [package.dependencies]
@@ -4676,13 +4686,13 @@ files = [
 
 [[package]]
 name = "types-webencodings"
-version = "0.5.0.20251108"
+version = "0.5.0.20260408"
 description = "Typing stubs for webencodings"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 files = [
-    {file = "types_webencodings-0.5.0.20251108-py3-none-any.whl", hash = "sha256:e21f81ff750795faffddaffd70a3d8bfff77d006f22c27e393eb7812586249d8"},
-    {file = "types_webencodings-0.5.0.20251108.tar.gz", hash = "sha256:2378e2ceccced3d41bb5e21387586e7b5305e11519fc6b0659c629f23b2e5de4"},
+    {file = "types_webencodings-0.5.0.20260408-py3-none-any.whl", hash = "sha256:19a2afe5c22d9b1e880b49ff823c7b531f473a390fe47ac903c0bdb5cd677dd9"},
+    {file = "types_webencodings-0.5.0.20260408.tar.gz", hash = "sha256:28c596619f367e43eee393d85f63e8d2fdb6874c654a8d441c37f8afe29c6d0d"},
 ]
 
 [[package]]
@@ -4737,13 +4747,13 @@ files = [
 
 [[package]]
 name = "werkzeug"
-version = "3.1.7"
+version = "3.1.8"
 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "werkzeug-3.1.7-py3-none-any.whl", hash = "sha256:4b314d81163a3e1a169b6a0be2a000a0e204e8873c5de6586f453c55688d422f"},
-    {file = "werkzeug-3.1.7.tar.gz", hash = "sha256:fb8c01fe6ab13b9b7cdb46892b99b1d66754e1d7ab8e542e865ec13f526b5351"},
+    {file = "werkzeug-3.1.8-py3-none-any.whl", hash = "sha256:63a77fb8892bf28ebc3178683445222aa500e48ebad5ec77b0ad80f8726b1f50"},
+    {file = "werkzeug-3.1.8.tar.gz", hash = "sha256:9bad61a4268dac112f1c5cd4630a56ede601b6ed420300677a869083d70a4c44"},
 ]
 
 [package.dependencies]
@@ -4796,5 +4806,5 @@ web = ["flask", "flask-cors"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.10,<4"
-content-hash = "2c6ac7984cc27bc3a83b151dd6c0032bdc89967c07a7aca4f993442fc03e58ce"
+python-versions = ">=3.10,<3.15"
+content-hash = "7baa42edd070e7f72ae51677aa5ac1bcea79ae5f03a8c08f2a1c60001515c494"
diff --git a/pyproject.toml b/pyproject.toml
index ae3d17d714..893d23ab21 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,6 +21,7 @@ classifiers = [
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
+    "Programming Language :: Python :: 3.14",
     "Programming Language :: Python :: Implementation :: CPython",
 ]
 packages = [
@@ -41,7 +42,7 @@ Changelog = "https://github.com/beetbox/beets/blob/master/docs/changelog.rst"
 "Bug Tracker" = "https://github.com/beetbox/beets/issues"
 
 [tool.poetry.dependencies]
-python = ">=3.10,<4"
+python = ">=3.10,<3.15"
 
 colorama = { version = "*", markers = "sys_platform == 'win32'" }
 confuse = ">=2.2.0"
@@ -50,7 +51,7 @@ lap = ">=0.5.12"
 mediafile = ">=0.16.0"
 numpy = [
     { python = "<3.13", version = ">=2.0.2" },
-    { python = ">=3.13", version = ">=2.3.4" },
+    { python = ">=3.13", version = ">=2.3.5" },
 ]
 packaging = ">=24.0"
 platformdirs = ">=3.5.0"
@@ -72,12 +73,12 @@ scipy = [ # for librosa
 ]
 numba = [ # for librosa
     { python = "<3.13", version = ">=0.60", optional = true },
-    { python = ">=3.13", version = ">=0.62.1", optional = true },
+    { python = ">=3.13", version = ">=0.63.1", optional = true },
 ]
 mutagen = { version = ">=1.33", optional = true }
 Pillow = { version = "*", optional = true }
 py7zr = { version = "*", optional = true }
-pyacoustid = { version = "*", optional = true }
+pyacoustid = { version = "^1.3.1", optional = true }
 PyGObject = { version = "*", optional = true }
 pylast = { version = "*", optional = true }
 python-mpd2 = { version = ">=0.4.2", optional = true }
diff --git a/test/plugins/test_bpd.py b/test/plugins/test_bpd.py
index 81e0880677..7838fadaeb 100644
--- a/test/plugins/test_bpd.py
+++ b/test/plugins/test_bpd.py
@@ -34,6 +34,13 @@
 
 bpd = pytest.importorskip("beetsplug.bpd", exc_type=ImportError)
 
+if hasattr(mp, "set_start_method"):
+    try:
+        mp.set_start_method("fork", force=True)
+    except RuntimeError:
+        # Already set, which is fine
+        pass
+
 
 class CommandParseTest(unittest.TestCase):
     def test_no_args(self):