diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 000000000..7e269d6f9
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,2615 @@
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+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
+    {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
+]
+
+[[package]]
+name = "tomli"
+version = "2.0.1"
+description = "A lil' TOML parser"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
+    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+]
+
+[[package]]
+name = "types-beautifulsoup4"
+version = "4.12.0.7"
+description = "Typing stubs for beautifulsoup4"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "types-beautifulsoup4-4.12.0.7.tar.gz", hash = "sha256:59980028d29bf55d0db359efa305b75bacf0cb92e3f3f6b3fd408f2531df274c"},
+    {file = "types_beautifulsoup4-4.12.0.7-py3-none-any.whl", hash = "sha256:8b03b054cb2e62abf82bbbeda57a07257026f4ed9010ef17d8f8eff43bb1f9b7"},
+]
+
+[package.dependencies]
+types-html5lib = "*"
+
+[[package]]
+name = "types-flask-cors"
+version = "4.0.0.2"
+description = "Typing stubs for Flask-Cors"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "types-Flask-Cors-4.0.0.2.tar.gz", hash = "sha256:7cf2f4305188334aea0f5eb1af15da16e1e8cfd2a1e69a3e2fab0719207b8f33"},
+    {file = "types_Flask_Cors-4.0.0.2-py3-none-any.whl", hash = "sha256:2e870bc0234e6b771113960dd671f7ed99c00b1208a51285200e2b469913b475"},
+]
+
+[package.dependencies]
+Flask = ">=2.0.0"
+
+[[package]]
+name = "types-html5lib"
+version = "1.1.11.15"
+description = "Typing stubs for html5lib"
+optional = false
+python-versions = "*"
+files = [
+    {file = "types-html5lib-1.1.11.15.tar.gz", hash = "sha256:80e1a2062d22a3affe5c28d97da30bffbf3a076d393c80fc6f1671216c1bd492"},
+    {file = "types_html5lib-1.1.11.15-py3-none-any.whl", hash = "sha256:16fe936d99b9f7fc210e2e21a2aed1b6bbbc554ad8242a6ef75f6f2bddb27e58"},
+]
+
+[[package]]
+name = "types-pillow"
+version = "10.1.0.2"
+description = "Typing stubs for Pillow"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "types-Pillow-10.1.0.2.tar.gz", hash = "sha256:525c1c5ee67b0ac1721c40d2bc618226ef2123c347e527e14e05b920721a13b9"},
+    {file = "types_Pillow-10.1.0.2-py3-none-any.whl", hash = "sha256:131078ffa547bf9a201d39ffcdc65633e108148085f4f1b07d4647fcfec6e923"},
+]
+
+[[package]]
+name = "types-pyyaml"
+version = "6.0.12.12"
+description = "Typing stubs for PyYAML"
+optional = false
+python-versions = "*"
+files = [
+    {file = "types-PyYAML-6.0.12.12.tar.gz", hash = "sha256:334373d392fde0fdf95af5c3f1661885fa10c52167b14593eb856289e1855062"},
+    {file = "types_PyYAML-6.0.12.12-py3-none-any.whl", hash = "sha256:c05bc6c158facb0676674b7f11fe3960db4f389718e19e62bd2b84d6205cfd24"},
+]
+
+[[package]]
+name = "types-requests"
+version = "2.27.19"
+description = "Typing stubs for requests"
+optional = false
+python-versions = "*"
+files = [
+    {file = "types-requests-2.27.19.tar.gz", hash = "sha256:795e378117088d1e4bf41a2c01a153b73d6ea40aa9d7c0ac753abde84c0d3a8f"},
+    {file = "types_requests-2.27.19-py3-none-any.whl", hash = "sha256:c6c5384677d98f212516de50c4b2c38ef659b93008fbc5bb4b81726138bc8485"},
+]
+
+[package.dependencies]
+types-urllib3 = "<1.27"
+
+[[package]]
+name = "types-urllib3"
+version = "1.26.13"
+description = "Typing stubs for urllib3"
+optional = false
+python-versions = "*"
+files = [
+    {file = "types-urllib3-1.26.13.tar.gz", hash = "sha256:40f8fb5e8cd7d57e8aefdee3fdd5e930aa1a1bb4179cdadd55226cea588af790"},
+    {file = "types_urllib3-1.26.13-py3-none-any.whl", hash = "sha256:ff7500641824f881b2c7bde4cc57e6c3abf03d1e005bae83aca752e77213a5da"},
+]
+
+[[package]]
+name = "typing-extensions"
+version = "4.7.1"
+description = "Backported and Experimental Type Hints for Python 3.7+"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"},
+    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
+]
+
+[[package]]
+name = "unidecode"
+version = "1.3.8"
+description = "ASCII transliterations of Unicode text"
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "Unidecode-1.3.8-py3-none-any.whl", hash = "sha256:d130a61ce6696f8148a3bd8fe779c99adeb4b870584eeb9526584e9aa091fd39"},
+    {file = "Unidecode-1.3.8.tar.gz", hash = "sha256:cfdb349d46ed3873ece4586b96aa75258726e2fa8ec21d6f00a591d98806c2f4"},
+]
+
+[[package]]
+name = "urllib3"
+version = "2.0.7"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "urllib3-2.0.7-py3-none-any.whl", hash = "sha256:fdb6d215c776278489906c2f8916e6e7d4f5a9b602ccbcfdf7f016fc8da0596e"},
+    {file = "urllib3-2.0.7.tar.gz", hash = "sha256:c97dfde1f7bd43a71c8d2a58e369e9b2bf692d1334ea9f9cae55add7d0dd0f84"},
+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
+
+[[package]]
+name = "werkzeug"
+version = "2.0.3"
+description = "The comprehensive WSGI web application library."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "Werkzeug-2.0.3-py3-none-any.whl", hash = "sha256:1421ebfc7648a39a5c58c601b154165d05cf47a3cd0ccb70857cbdacf6c8f2b8"},
+    {file = "Werkzeug-2.0.3.tar.gz", hash = "sha256:b863f8ff057c522164b6067c9e28b041161b4be5ba4d0daceeaa50a163822d3c"},
+]
+
+[package.extras]
+watchdog = ["watchdog"]
+
+[[package]]
+name = "xmltodict"
+version = "0.13.0"
+description = "Makes working with XML feel like you are working with JSON"
+optional = true
+python-versions = ">=3.4"
+files = [
+    {file = "xmltodict-0.13.0-py2.py3-none-any.whl", hash = "sha256:aa89e8fd76320154a40d19a0df04a4695fb9dc5ba977cbb68ab3e4eb225e7852"},
+    {file = "xmltodict-0.13.0.tar.gz", hash = "sha256:341595a488e3e01a85a9d8911d8912fd922ede5fecc4dce437eb4b6c8d037e56"},
+]
+
+[extras]
+absubmit = ["requests"]
+beatport = ["requests-oauthlib"]
+bpd = ["PyGObject"]
+chroma = ["pyacoustid"]
+discogs = ["python3-discogs-client"]
+embedart = ["Pillow"]
+embyupdate = ["requests"]
+fetchart = ["Pillow", "beautifulsoup4", "requests"]
+import = ["py7zr", "rarfile"]
+kodiupdate = ["requests"]
+lastgenre = ["pylast"]
+lastimport = ["pylast"]
+lyrics = ["beautifulsoup4", "langdetect", "requests"]
+metasync = ["dbus-python"]
+mpdstats = ["python-mpd2"]
+plexupdate = ["requests"]
+reflink = ["reflink"]
+replaygain = ["PyGObject"]
+scrub = ["mutagen"]
+sonosupdate = ["soco"]
+thumbnails = ["Pillow", "pyxdg"]
+web = ["flask", "flask-cors"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = ">=3.8,<4"
+content-hash = "0c088183c51e1a068292d1af7bfa82f9c8569d8481d5044906f690219a601212"
diff --git a/pyproject.toml b/pyproject.toml
index f1d7df9b9..21411549d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,3 +1,144 @@
+[tool.poetry]
+name = "beets"
+version = "2.0.0"
+description = "music tagger and library organizer"
+authors = ["Adrian Sampson <adrian@radbox.org>"]
+maintainers = ["Serene-Arc"]
+license = "MIT"
+readme = "README.rst"
+homepage = "https://beets.io/"
+repository = "https://github.com/beetbox/beets"
+documentation = "https://beets.readthedocs.io/en/stable/"
+classifiers = [
+    "Topic :: Multimedia :: Sound/Audio",
+    "Topic :: Multimedia :: Sound/Audio :: Players :: MP3",
+    "License :: OSI Approved :: MIT License",
+    "Environment :: Console",
+    "Environment :: Web Environment",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: Implementation :: CPython",
+]
+packages = [
+    { include = "beets" },
+    { include = "beetsplug" },
+]
+
+[tool.poetry.urls]
+Changelog = "https://github.com/beetbox/beets/blob/master/docs/changelog.rst"
+"Bug Tracker" = "https://github.com/beetbox/beets/issues"
+
+[tool.poetry.dependencies]
+python = ">=3.8,<4"
+
+click = ">=8.1.7"
+colorama = { version = "*", markers = "sys_platform == 'win32'" }
+confuse = ">=1.5.0"
+jellyfish = "*"
+mediafile = ">=0.12.0"
+munkres = ">=1.0.0"
+musicbrainzngs = ">=0.4"
+packaging = ">=24.0"
+pyyaml = "*"
+tomli = ">=2.0.1"
+typing_extensions = "*"
+unidecode = ">=1.3.6"
+beautifulsoup4 = { version = "*", optional = true }
+dbus-python = { version = "*", optional = true }
+flask = { version = "*", optional = true }
+flask-cors = { version = "*", optional = true }
+langdetect = { version = "*", optional = true }
+mutagen = { version = ">=1.33", optional = true }
+Pillow = { version = "*", optional = true }
+py7zr = { version = "*", optional = true }
+pyacoustid = { version = "*", optional = true }
+PyGObject = { version = "*", optional = true }
+pylast = { version = "*", optional = true }
+python-mpd2 = { version = ">=0.4.2", optional = true }
+python3-discogs-client = { version = ">=2.3.15", optional = true }
+pyxdg = { version = "*", optional = true }
+rarfile = { version = "*", optional = true }
+reflink = { version = "*", optional = true }
+requests = { version = "*", optional = true }
+requests-oauthlib = { version = ">=0.6.1", optional = true }
+soco = { version = "*", optional = true }
+
+[tool.poetry.group.test.dependencies]
+beautifulsoup4 = "*"
+flask = "*"
+mock = "*"
+pylast = "*"
+pytest = "*"
+pytest-cov = "*"
+pytest-flask = "*"
+python-mpd2 = "*"
+python3-discogs-client = ">=2.3.15"
+py7zr = "*"
+pyxdg = "*"
+rarfile = "*"
+reflink = "*"
+requests_oauthlib = "*"
+responses = ">=0.3.0"
+
+[tool.poetry.group.lint.dependencies]
+flake8 = "*"
+flake8-docstrings = "*"
+pep8-naming = "*"
+
+[tool.poetry.group.typing.dependencies]
+mypy = "*"
+types-beautifulsoup4 = "*"
+types-Flask-Cors = "*"
+types-Pillow = "*"
+types-PyYAML = "*"
+types-requests = "*"
+types-urllib3 = "*"
+
+[tool.poetry.group.docs.dependencies]
+pydata-sphinx-theme = "*"
+sphinx = "*"
+
+[tool.poetry.extras]
+# inline comments note required external / non-python dependencies
+absubmit = ["requests"] # extractor binary from https://acousticbrainz.org/download
+# badfiles # mp3val and flac
+beatport = ["requests-oauthlib"]
+bpd = ["PyGObject"] # python-gi and GStreamer 1.0+
+chroma = ["pyacoustid"] # chromaprint or fpcalc
+# convert # ffmpeg
+discogs = ["python3-discogs-client"]
+embedart = ["Pillow"] # ImageMagick
+embyupdate = ["requests"]
+fetchart = ["beautifulsoup4", "Pillow", "requests"]
+import = ["py7zr", "rarfile"]
+# ipfs # go-ipfs
+# keyfinder # KeyFinder
+kodiupdate = ["requests"]
+lastgenre = ["pylast"]
+lastimport = ["pylast"]
+lyrics = ["beautifulsoup4", "langdetect", "requests"]
+metasync = ["dbus-python"]
+mpdstats = ["python-mpd2"]
+plexupdate = ["requests"]
+reflink = ["reflink"]
+replaygain = [
+    "PyGObject",
+] # python-gi and GStreamer 1.0+ or mp3gain/aacgain or Python Audio Tools or ffmpeg
+scrub = ["mutagen"]
+sonosupdate = ["soco"]
+thumbnails = ["Pillow", "pyxdg"]
+web = ["flask", "flask-cors"]
+
+[tool.poetry.scripts]
+beet = "beets.ui:main"
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
+
 [tool.black]
 line-length = 80
 target-version = ["py38", "py39", "py310", "py311"]
@@ -8,4 +149,3 @@ py_version = 38
 multi_line_output = 3
 line_length = 80
 indent = 4
-
diff --git a/setup.py b/setup.py
deleted file mode 100755
index 4db8fb58c..000000000
--- a/setup.py
+++ /dev/null
@@ -1,189 +0,0 @@
-#!/usr/bin/env python
-
-# This file is part of beets.
-# Copyright 2016, Adrian Sampson.
-#
-# Permission is hereby granted, free of charge, to any person obtaining
-# a copy of this software and associated documentation files (the
-# "Software"), to deal in the Software without restriction, including
-# without limitation the rights to use, copy, modify, merge, publish,
-# distribute, sublicense, and/or sell copies of the Software, and to
-# permit persons to whom the Software is furnished to do so, subject to
-# the following conditions:
-#
-# The above copyright notice and this permission notice shall be
-# included in all copies or substantial portions of the Software.
-
-
-import os
-import shutil
-import subprocess
-import sys
-
-from setuptools import setup
-
-
-def _read(fn):
-    path = os.path.join(os.path.dirname(__file__), fn)
-    return open(path).read()
-
-
-def build_manpages():
-    # Go into the docs directory and build the manpage.
-    docdir = os.path.join(os.path.dirname(__file__), "docs")
-    curdir = os.getcwd()
-    os.chdir(docdir)
-    try:
-        subprocess.check_call(["make", "man"])
-    except OSError:
-        print("Could not build manpages (make man failed)!", file=sys.stderr)
-        return
-    finally:
-        os.chdir(curdir)
-
-    # Copy resulting manpages.
-    mandir = os.path.join(os.path.dirname(__file__), "man")
-    if os.path.exists(mandir):
-        shutil.rmtree(mandir)
-    shutil.copytree(os.path.join(docdir, "_build", "man"), mandir)
-
-
-# Build manpages if we're making a source distribution tarball.
-if "sdist" in sys.argv:
-    build_manpages()
-
-
-setup(
-    name="beets",
-    version="2.0.0",
-    description="music tagger and library organizer",
-    author="Adrian Sampson",
-    author_email="adrian@radbox.org",
-    url="https://beets.io/",
-    license="MIT",
-    platforms="ALL",
-    long_description=_read("README.rst"),
-    test_suite="test.testall.suite",
-    zip_safe=False,
-    include_package_data=True,  # Install plugin resources.
-    packages=[
-        "beets",
-        "beets.autotag",
-        "beets.dbcore",
-        "beets.test",
-        "beets.ui",
-        "beets.util",
-        "beetsplug",
-        "beetsplug.bpd",
-        "beetsplug.lastgenre",
-        "beetsplug.metasync",
-        "beetsplug.web",
-    ],
-    entry_points={
-        "console_scripts": [
-            "beet = beets.ui:main",
-        ],
-    },
-    install_requires=[
-        "confuse>=1.5.0",
-        "jellyfish",
-        "mediafile>=0.12.0",
-        "munkres>=1.0.0",
-        "musicbrainzngs>=0.4",
-        "pyyaml",
-        "typing_extensions",
-        "unidecode>=1.3.6",
-    ]
-    + (
-        # Support for ANSI console colors on Windows.
-        ["colorama"]
-        if (sys.platform == "win32")
-        else []
-    ),
-    extras_require={
-        "test": [
-            "beautifulsoup4",
-            "flask",
-            "mock",
-            "pylast",
-            "pytest",
-            "pytest-cov",
-            "pytest-flask",
-            "python-mpd2",
-            "python3-discogs-client>=2.3.15",
-            "py7zr",
-            "pyxdg",
-            "rarfile",
-            "reflink",
-            "requests_oauthlib",
-            "responses>=0.3.0",
-        ],
-        "lint": [
-            "flake8",
-            "flake8-docstrings",
-            "pep8-naming",
-        ],
-        "mypy": [
-            "mypy",
-            "types-beautifulsoup4",
-            "types-Flask-Cors",
-            "types-Pillow",
-            "types-PyYAML",
-            "types-requests",
-            "types-urllib3",
-        ],
-        "docs": [
-            "pydata_sphinx_theme",
-            "sphinx",
-        ],
-        # Plugin (optional) dependencies:
-        "absubmit": ["requests"],
-        "beatport": ["requests-oauthlib>=0.6.1"],
-        "bpd": ["PyGObject"],
-        "chroma": ["pyacoustid"],
-        "discogs": ["python3-discogs-client>=2.3.15"],
-        "embedart": ["Pillow"],
-        "embyupdate": ["requests"],
-        "fetchart": ["requests", "Pillow", "beautifulsoup4"],
-        "import": ["rarfile", "py7zr"],
-        "kodiupdate": ["requests"],
-        "lastgenre": ["pylast"],
-        "lastimport": ["pylast"],
-        "lyrics": ["requests", "beautifulsoup4", "langdetect"],
-        "metasync": ["dbus-python"],
-        "mpdstats": ["python-mpd2>=0.4.2"],
-        "plexupdate": ["requests"],
-        "reflink": ["reflink"],
-        "replaygain": ["PyGObject"],
-        "scrub": ["mutagen>=1.33"],
-        "sonosupdate": ["soco"],
-        "thumbnails": ["pyxdg", "Pillow"],
-        "web": ["flask", "flask-cors"],
-    },
-    # Non-Python/non-PyPI plugin dependencies:
-    #   chroma: chromaprint or fpcalc
-    #   convert: ffmpeg
-    #   badfiles: mp3val and flac
-    #   bpd: python-gi and GStreamer 1.0+
-    #   embedart: ImageMagick
-    #   absubmit: extractor binary from https://acousticbrainz.org/download
-    #   keyfinder: KeyFinder
-    #   replaygain: python-gi and GStreamer 1.0+
-    #               or mp3gain/aacgain
-    #               or Python Audio Tools
-    #               or ffmpeg
-    #   ipfs: go-ipfs
-    classifiers=[
-        "Topic :: Multimedia :: Sound/Audio",
-        "Topic :: Multimedia :: Sound/Audio :: Players :: MP3",
-        "License :: OSI Approved :: MIT License",
-        "Environment :: Console",
-        "Environment :: Web Environment",
-        "Programming Language :: Python",
-        "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.8",
-        "Programming Language :: Python :: 3.9",
-        "Programming Language :: Python :: 3.10",
-        "Programming Language :: Python :: Implementation :: CPython",
-    ],
-)