diff --git a/jubeatools/formats/dump_tools.py b/jubeatools/formats/dump_tools.py
index 50b73c0..18a5b4e 100644
--- a/jubeatools/formats/dump_tools.py
+++ b/jubeatools/formats/dump_tools.py
@@ -99,7 +99,7 @@ class FileNameFormat:
 
 @singledispatch
 def extract_format_params(file: JubeatFile) -> FormatParameters:
-    ...
+    raise ValueError(f"Unexpected argument : {file}")
 
 
 @extract_format_params.register
diff --git a/jubeatools/formats/malody/load.py b/jubeatools/formats/malody/load.py
index 23a8cdb..5aaef54 100644
--- a/jubeatools/formats/malody/load.py
+++ b/jubeatools/formats/malody/load.py
@@ -87,7 +87,7 @@ def load_timing_info(
 
 def load_notes(events: List[malody.Event]) -> List[Union[song.TapNote, song.LongNote]]:
     # filter out sound events
-    notes = filter(lambda e: isinstance(e, (malody.TapNote, malody.LongNote)), events)
+    notes = [e for e in events if isinstance(e, (malody.TapNote, malody.LongNote))]
     return [load_note(n) for n in notes]
 
 
diff --git a/jubeatools/formats/memon/v1/dump.py b/jubeatools/formats/memon/v1/dump.py
index 4f87c8e..773ecf4 100644
--- a/jubeatools/formats/memon/v1/dump.py
+++ b/jubeatools/formats/memon/v1/dump.py
@@ -158,7 +158,7 @@ def dump_chart_timing(
 
 @singledispatch
 def dump_note(n: Union[jbt.TapNote, jbt.LongNote]) -> memon.Note:
-    ...
+    raise ValueError(f"Unexpected argument : {n}")
 
 
 @dump_note.register
diff --git a/jubeatools/formats/memon/v1/load.py b/jubeatools/formats/memon/v1/load.py
index 7514e7e..9683d79 100644
--- a/jubeatools/formats/memon/v1/load.py
+++ b/jubeatools/formats/memon/v1/load.py
@@ -97,26 +97,18 @@ def load_bpm(bpm: memon.BPMEvent, resolution: int) -> jbt.BPMEvent:
     )
 
 
-@singledispatch
 def load_symbolic_time(
     t: Union[int, Tuple[int, int, int]], resolution: int
 ) -> jbt.BeatsTime:
-    ...
-
-
-@load_symbolic_time.register
-def load_symbolic_time_int(t: int, resolution: int) -> jbt.BeatsTime:
-    return jbt.BeatsTime(t, resolution)
-
-
-@load_symbolic_time.register(tuple)
-def load_symbolic_time_tuple(t: Tuple[int, int, int], resolution: int) -> jbt.BeatsTime:
-    return t[0] + jbt.BeatsTime(t[1], t[2])
+    if isinstance(t, int):
+        return jbt.BeatsTime(t, resolution)
+    else:
+        return t[0] + jbt.BeatsTime(t[1], t[2])
 
 
 @singledispatch
 def load_note(note: memon.Note, resolution: int) -> Union[jbt.TapNote, jbt.LongNote]:
-    ...
+    raise ValueError(f"Unexpected argument : {note}")
 
 
 @load_note.register
diff --git a/jubeatools/testutils/strategies.py b/jubeatools/testutils/strategies.py
index 45096b2..364611f 100644
--- a/jubeatools/testutils/strategies.py
+++ b/jubeatools/testutils/strategies.py
@@ -216,7 +216,7 @@ hakus = partial(st.sets, beat_time())
 @st.composite
 def chart(
     draw: st.DrawFn,
-    timing_strat: st.SearchStrategy[Timing] = timing_info(),
+    timing_strat: st.SearchStrategy[Optional[Timing]] = timing_info(),
     hakus_strat: st.SearchStrategy[Optional[Set[BeatsTime]]] = st.none(),
     notes_strat: st.SearchStrategy[Iterable[Union[TapNote, LongNote]]] = notes(),
     level_strat: st.SearchStrategy[Union[int, Decimal]] = level(),
diff --git a/poetry.lock b/poetry.lock
index da0367c..6301704 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -15,10 +15,10 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy (>=0.900,!=0.940)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "sphinx", "sphinx-notfound-page", "zope.interface"]
-docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
-tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "zope.interface"]
-tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
+docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "cloudpickle"]
 
 [[package]]
 name = "autoflake"
@@ -149,8 +149,8 @@ exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 sortedcontainers = ">=2.1.0,<3.0.0"
 
 [package.extras]
-all = ["backports.zoneinfo (>=0.2.1)", "black (>=19.10b0)", "click (>=7.0)", "django (>=3.2)", "dpcontracts (>=0.4)", "importlib-metadata (>=3.6)", "lark-parser (>=0.6.5)", "libcst (>=0.3.16)", "numpy (>=1.9.0)", "pandas (>=1.0)", "pytest (>=4.6)", "python-dateutil (>=1.4)", "pytz (>=2014.1)", "redis (>=3.0.0)", "rich (>=9.0.0)", "tzdata (>=2022.2)"]
-cli = ["black (>=19.10b0)", "click (>=7.0)", "rich (>=9.0.0)"]
+all = ["black (>=19.10b0)", "click (>=7.0)", "django (>=3.2)", "dpcontracts (>=0.4)", "lark-parser (>=0.6.5)", "libcst (>=0.3.16)", "numpy (>=1.9.0)", "pandas (>=1.0)", "pytest (>=4.6)", "python-dateutil (>=1.4)", "pytz (>=2014.1)", "redis (>=3.0.0)", "rich (>=9.0.0)", "importlib-metadata (>=3.6)", "backports.zoneinfo (>=0.2.1)", "tzdata (>=2022.2)"]
+cli = ["click (>=7.0)", "black (>=19.10b0)", "rich (>=9.0.0)"]
 codemods = ["libcst (>=0.3.16)"]
 dateutil = ["python-dateutil (>=1.4)"]
 django = ["django (>=3.2)"]
@@ -181,10 +181,10 @@ optional = false
 python-versions = ">=3.6.1,<4.0"
 
 [package.extras]
+pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
+requirements_deprecated_finder = ["pipreqs", "pip-api"]
 colors = ["colorama (>=0.4.3,<0.5.0)"]
-pipfile-deprecated-finder = ["pipreqs", "requirementslib"]
 plugins = ["setuptools"]
-requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
 name = "maison"
@@ -211,14 +211,14 @@ python-versions = ">=3.7"
 packaging = ">=17.0"
 
 [package.extras]
-dev = ["flake8 (==5.0.4)", "flake8-bugbear (==22.9.11)", "mypy (==0.971)", "pre-commit (>=2.4,<3.0)", "pytest", "pytz", "simplejson", "tox"]
-docs = ["alabaster (==0.7.12)", "autodocsumm (==0.2.9)", "sphinx (==5.1.1)", "sphinx-issues (==3.0.1)", "sphinx-version-warning (==1.1.2)"]
-lint = ["flake8 (==5.0.4)", "flake8-bugbear (==22.9.11)", "mypy (==0.971)", "pre-commit (>=2.4,<3.0)"]
+dev = ["pytest", "pytz", "simplejson", "mypy (==0.971)", "flake8 (==5.0.4)", "flake8-bugbear (==22.9.11)", "pre-commit (>=2.4,<3.0)", "tox"]
+docs = ["sphinx (==5.1.1)", "sphinx-issues (==3.0.1)", "alabaster (==0.7.12)", "sphinx-version-warning (==1.1.2)", "autodocsumm (==0.2.9)"]
+lint = ["mypy (==0.971)", "flake8 (==5.0.4)", "flake8-bugbear (==22.9.11)", "pre-commit (>=2.4,<3.0)"]
 tests = ["pytest", "pytz", "simplejson"]
 
 [[package]]
 name = "marshmallow-dataclass"
-version = "8.5.9"
+version = "8.5.10"
 description = "Python library to convert dataclasses into marshmallow schemas."
 category = "main"
 optional = false
@@ -231,7 +231,7 @@ typeguard = {version = "*", optional = true, markers = "extra == \"union\""}
 typing-inspect = ">=0.7.1"
 
 [package.extras]
-dev = ["marshmallow-enum", "pre-commit (>=2.17,<3.0)", "pytest (>=5.4)", "pytest-mypy-plugins (>=1.2.0)", "sphinx", "typeguard", "typing-extensions (>=3.7.2)"]
+dev = ["marshmallow-enum", "typeguard", "pre-commit (>=2.17,<3.0)", "sphinx", "pytest (>=5.4)", "pytest-mypy-plugins (>=1.2.0)", "typing-extensions (>=3.7.2)"]
 docs = ["sphinx"]
 enum = ["marshmallow-enum"]
 lint = ["pre-commit (>=2.17,<3.0)"]
@@ -267,20 +267,22 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "mypy"
-version = "0.910"
+version = "0.991"
 description = "Optional static typing for Python"
 category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.7"
 
 [package.dependencies]
-mypy-extensions = ">=0.4.3,<0.5.0"
-toml = "*"
-typing-extensions = ">=3.7.4"
+mypy-extensions = ">=0.4.3"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typing-extensions = ">=3.10"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
-python2 = ["typed-ast (>=1.4.0,<1.5.0)"]
+install-types = ["pip"]
+python2 = ["typed-ast (>=1.4.0,<2)"]
+reports = ["lxml"]
 
 [[package]]
 name = "mypy-extensions"
@@ -329,8 +331,8 @@ optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx (>=4)", "sphinx-autodoc-typehints (>=1.12)"]
-test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
+docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)", "sphinx (>=4)"]
+test = ["appdirs (==1.4.4)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)", "pytest (>=6)"]
 
 [[package]]
 name = "pluggy"
@@ -392,7 +394,7 @@ optional = false
 python-versions = ">=3.6.8"
 
 [package.extras]
-diagrams = ["jinja2", "railroad-diagrams"]
+diagrams = ["railroad-diagrams", "jinja2"]
 
 [[package]]
 name = "pyprojroot"
@@ -503,8 +505,8 @@ optional = false
 python-versions = ">=3.5.3"
 
 [package.extras]
-doc = ["sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["mypy", "pytest", "typing-extensions"]
+doc = ["sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"]
+test = ["pytest", "typing-extensions", "mypy"]
 
 [[package]]
 name = "types-simplejson"
@@ -553,49 +555,14 @@ python-versions = ">=3.6,<4.0"
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.9"
-content-hash = "874d4a15926870faaab8df1c3fd792c2dc1f62a608258887dc5aab7169227c9a"
+content-hash = "6687ad673fb03799e6d076ab52ba5ad7802865e565daeb076665b874e4c5f19b"
 
 [metadata.files]
-atomicwrites = [
-    {file = "atomicwrites-1.4.1.tar.gz", hash = "sha256:81b2c9071a49367a7f770170e5eec8cb66567cfbbc8c73d20ce5ca4a8d71cf11"},
-]
-attrs = [
-    {file = "attrs-22.1.0-py2.py3-none-any.whl", hash = "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"},
-    {file = "attrs-22.1.0.tar.gz", hash = "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6"},
-]
-autoflake = [
-    {file = "autoflake-1.6.0-py2.py3-none-any.whl", hash = "sha256:d5de7da3786809bbdedbdbdeecbb410d55277b3492a4a3ede882998f1e87f156"},
-    {file = "autoflake-1.6.0.tar.gz", hash = "sha256:6d313038abf4ad829cb88c9b01cd16387369ac529842bcd7f25a967ab4e99b8f"},
-]
-autoimport = [
-    {file = "autoimport-1.2.3-py3-none-any.whl", hash = "sha256:9ef441aacff97b2ea8dd43040208d21ea0a15930dd7a12d20e921367e4d1f989"},
-    {file = "autoimport-1.2.3.tar.gz", hash = "sha256:7b3b13d8175a0b79b732cf1bf026e46f2333e00b483bc6b4da2e499734131943"},
-]
-black = [
-    {file = "black-22.8.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ce957f1d6b78a8a231b18e0dd2d94a33d2ba738cd88a7fe64f53f659eea49fdd"},
-    {file = "black-22.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5107ea36b2b61917956d018bd25129baf9ad1125e39324a9b18248d362156a27"},
-    {file = "black-22.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e8166b7bfe5dcb56d325385bd1d1e0f635f24aae14b3ae437102dedc0c186747"},
-    {file = "black-22.8.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dd82842bb272297503cbec1a2600b6bfb338dae017186f8f215c8958f8acf869"},
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-    {file = "black-22.8.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:a05da0430bd5ced89176db098567973be52ce175a55677436a271102d7eaa3fe"},
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-    {file = "black-22.8.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:0a12e4e1353819af41df998b02c6742643cfef58282915f781d0e4dd7a200411"},
-    {file = "black-22.8.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c3a73f66b6d5ba7288cd5d6dad9b4c9b43f4e8a4b789a94bf5abfb878c663eb3"},
-    {file = "black-22.8.0-cp38-cp38-win_amd64.whl", hash = "sha256:e981e20ec152dfb3e77418fb616077937378b322d7b26aa1ff87717fb18b4875"},
-    {file = "black-22.8.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:8ce13ffed7e66dda0da3e0b2eb1bdfc83f5812f66e09aca2b0978593ed636b6c"},
-    {file = "black-22.8.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:32a4b17f644fc288c6ee2bafdf5e3b045f4eff84693ac069d87b1a347d861497"},
-    {file = "black-22.8.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:0ad827325a3a634bae88ae7747db1a395d5ee02cf05d9aa7a9bd77dfb10e940c"},
-    {file = "black-22.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:53198e28a1fb865e9fe97f88220da2e44df6da82b18833b588b1883b16bb5d41"},
-    {file = "black-22.8.0-cp39-cp39-win_amd64.whl", hash = "sha256:bc4d4123830a2d190e9cc42a2e43570f82ace35c3aeb26a512a2102bce5af7ec"},
-    {file = "black-22.8.0-py3-none-any.whl", hash = "sha256:d2c21d439b2baf7aa80d6dd4e3659259be64c6f49dfd0f32091063db0e006db4"},
-    {file = "black-22.8.0.tar.gz", hash = "sha256:792f7eb540ba9a17e8656538701d3eb1afcb134e3b45b71f20b25c77a8db7e6e"},
-]
+atomicwrites = []
+attrs = []
+autoflake = []
+autoimport = []
+black = []
 click = [
     {file = "click-8.1.3-py3-none-any.whl", hash = "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"},
     {file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"},
@@ -604,25 +571,14 @@ colorama = [
     {file = "colorama-0.4.5-py2.py3-none-any.whl", hash = "sha256:854bf444933e37f5824ae7bfc1e98d5bce2ebe4160d46b5edf346a89358e99da"},
     {file = "colorama-0.4.5.tar.gz", hash = "sha256:e6c6b4334fc50988a639d9b98aa429a0b57da6e17b9a44f0451f930b6967b7a4"},
 ]
-construct = [
-    {file = "construct-2.10.68.tar.gz", hash = "sha256:7b2a3fd8e5f597a5aa1d614c3bd516fa065db01704c72a1efaaeec6ef23d8b45"},
-]
-construct-typing = [
-    {file = "construct-typing-0.5.3.tar.gz", hash = "sha256:3d95395b02c727d53ecdd21ad78d9ece83baa24beb71ed5291b4ae4c5e7d78b3"},
-    {file = "construct_typing-0.5.3-py3-none-any.whl", hash = "sha256:eadfe06bfa2734ce264d9d285f730dd1c2913e860f71b02bf9af59a4118aa83e"},
-]
-exceptiongroup = [
-    {file = "exceptiongroup-1.0.0rc9-py3-none-any.whl", hash = "sha256:2e3c3fc1538a094aab74fad52d6c33fc94de3dfee3ee01f187c0e0c72aec5337"},
-    {file = "exceptiongroup-1.0.0rc9.tar.gz", hash = "sha256:9086a4a21ef9b31c72181c77c040a074ba0889ee56a7b289ff0afb0d97655f96"},
-]
+construct = []
+construct-typing = []
+exceptiongroup = []
 flake8 = [
     {file = "flake8-3.9.2-py2.py3-none-any.whl", hash = "sha256:bf8fd333346d844f616e8d47905ef3a3384edae6b4e9beb0c5101e25e3110907"},
     {file = "flake8-3.9.2.tar.gz", hash = "sha256:07528381786f2a6237b061f6e96610a4167b226cb926e2aa2b6b1d78057c576b"},
 ]
-hypothesis = [
-    {file = "hypothesis-6.54.6-py3-none-any.whl", hash = "sha256:e44833325f9a55f795596ceefd7ede7d626cfe45836025d2647cccaff7070e10"},
-    {file = "hypothesis-6.54.6.tar.gz", hash = "sha256:2d5e2d5ccd0efce4e0968a6164f4e4853f808e33f4d91490c975c98beec0c7c3"},
-]
+hypothesis = []
 iniconfig = [
     {file = "iniconfig-1.1.1-py2.py3-none-any.whl", hash = "sha256:011e24c64b7f47f6ebd835bb12a743f2fbe9a26d4cecaa7f53bc4f35ee9da8b3"},
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@@ -635,14 +591,8 @@ maison = [
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 typing-inspect = [
     {file = "typing_inspect-0.7.1-py2-none-any.whl", hash = "sha256:b1f56c0783ef0f25fb064a01be6e5407e54cf4a4bf4f3ba3fe51e0bd6dcea9e5"},
     {file = "typing_inspect-0.7.1-py3-none-any.whl", hash = "sha256:3cd7d4563e997719a710a3bfe7ffb544c6b72069b6812a02e9b414a8fa3aaa6b"},
diff --git a/pyproject.toml b/pyproject.toml
index 5217adf..2820de7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,7 +26,7 @@ pytest = "^6.2.3"
 rope = "^0.17.0"
 black = "^22.1.0"
 hypothesis = "^6.23.4"
-mypy = "^0.910"
+mypy = "^0.991"
 isort = "^5.10.1"
 toml = "^0.10.2"
 flake8 = "^3.9.1"