diff --git a/pdm.lock b/pdm.lock
index 20649325..e483dd1a 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -1,45 +1,26 @@
 # This file is @generated by PDM.
 # It is not intended for manual editing.
 
-[metadata]
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-
 [[package]]
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-requires_python = ">=3.6"
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+requires_python = ">=3.7"
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 [[package]]
 name = "aiofiles"
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-requires_python = ">=3.7,<4.0"
+version = "23.2.1"
+requires_python = ">=3.7"
 summary = "File support for asyncio."
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 [[package]]
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-version = "3.8.4"
+version = "3.8.5"
 requires_python = ">=3.6"
 summary = "Async http client/server framework (asyncio)"
 dependencies = [
@@ -51,39 +32,6 @@ dependencies = [
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 ]
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 [[package]]
 name = "aiosignal"
@@ -93,138 +41,90 @@ summary = "aiosignal: a list of registered asynchronous callbacks"
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 ]
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 name = "altair"
-version = "5.0.0"
-requires_python = ">=3.7"
+version = "5.1.1"
+requires_python = ">=3.8"
 summary = "Vega-Altair: A declarative statistical visualization library for Python."
 dependencies = [
     "jinja2",
     "jsonschema>=3.0",
     "numpy",
-    "pandas>=0.18",
+    "packaging",
+    "pandas>=0.25",
     "toolz",
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-files = [
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-requires_python = ">=3.6.2"
+version = "4.0.0"
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 dependencies = [
+    "exceptiongroup>=1.0.2; python_version < \"3.11\"",
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 version = "2.12.1"
 requires_python = ">=3.7"
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 [[package]]
 name = "beautifulsoup4"
@@ -234,10 +134,6 @@ summary = "Screen-scraping library"
 dependencies = [
     "soupsieve>1.2",
 ]
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 [[package]]
 name = "black"
@@ -251,44 +147,24 @@ dependencies = [
     "platformdirs>=2",
     "tomli>=1.1.0; python_full_version < \"3.11.0a7\"",
 ]
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 version = "1.6.2"
 requires_python = ">=3.7"
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-version = "5.3.0"
-requires_python = "~=3.7"
+version = "5.3.1"
+requires_python = ">=3.7"
 summary = "Extensible memoizing collections and decorators"
-files = [
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 [[package]]
 name = "certifi"
-version = "2023.5.7"
+version = "2023.7.22"
 requires_python = ">=3.6"
 summary = "Python package for providing Mozilla's CA Bundle."
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 [[package]]
 name = "cffi"
@@ -297,137 +173,44 @@ summary = "Foreign Function Interface for Python calling C code."
 dependencies = [
     "pycparser",
 ]
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+requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+summary = "The Cython compiler for writing C extensions in the Python language."
 
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 version = "5.1.1"
 requires_python = ">=3.5"
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 [[package]]
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-version = "4.0.0"
-requires_python = ">=3.7.0"
+version = "4.0.1"
+requires_python = ">=3.8.0"
 summary = "Music source separation in the waveform domain."
 dependencies = [
-    "diffq>=0.2.1",
     "dora-search",
     "einops",
     "julius>=0.2.3",
@@ -541,52 +264,36 @@ dependencies = [
     "torchaudio>=0.8",
     "tqdm",
 ]
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 requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 summary = "Python @deprecated decorator to deprecate old python classes, functions or methods."
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 [[package]]
-name = "diffq"
-version = "0.2.4"
+name = "diffusers"
+version = "0.21.2"
 requires_python = ">=3.7.0"
-summary = "Differentiable quantization framework for PyTorch."
+summary = "State-of-the-art diffusion in PyTorch and JAX."
 dependencies = [
-    "Cython",
+    "Pillow",
+    "filelock",
+    "huggingface-hub>=0.13.2",
+    "importlib-metadata",
     "numpy",
-    "torch",
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+    "regex!=2019.12.17",
+    "requests",
+    "safetensors>=0.3.1",
 ]
 
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 version = "0.3.7"
 summary = "Distribution utilities"
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 [[package]]
 name = "docker-pycreds"
@@ -595,24 +302,16 @@ summary = "Python bindings for the docker credentials store API"
 dependencies = [
     "six>=1.4.0",
 ]
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 [[package]]
 name = "docutils"
-version = "0.19"
+version = "0.20.1"
 requires_python = ">=3.7"
 summary = "Docutils -- Python Documentation Utilities"
-files = [
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 [[package]]
 name = "dora-search"
-version = "0.1.11"
+version = "0.1.12"
 requires_python = ">=3.7.0"
 summary = "Easy grid searches for ML."
 dependencies = [
@@ -622,38 +321,23 @@ dependencies = [
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     "treetable",
 ]
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 name = "exceptiongroup"
-version = "1.1.1"
+version = "1.1.3"
 requires_python = ">=3.7"
 summary = "Backport of PEP 654 (exception groups)"
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 [[package]]
 name = "fastapi"
@@ -664,10 +348,6 @@ dependencies = [
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 [[package]]
 name = "ffmpeg-python"
@@ -676,28 +356,17 @@ summary = "Python bindings for FFmpeg - with complex filtering support"
 dependencies = [
     "future",
 ]
-files = [
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-]
 
 [[package]]
 name = "ffmpy"
-version = "0.3.0"
+version = "0.3.1"
 summary = "A simple Python wrapper for ffmpeg"
-files = [
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-]
 
 [[package]]
 name = "filelock"
-version = "3.12.2"
-requires_python = ">=3.7"
+version = "3.12.4"
+requires_python = ">=3.8"
 summary = "A platform independent file lock."
-files = [
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 [[package]]
 name = "fish-audio-preprocess"
@@ -718,27 +387,19 @@ dependencies = [
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 ]
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 [[package]]
 name = "flask"
-version = "2.3.2"
+version = "2.3.3"
 requires_python = ">=3.8"
 summary = "A simple framework for building complex web applications."
 dependencies = [
     "Jinja2>=3.1.2",
-    "Werkzeug>=2.3.3",
+    "Werkzeug>=2.3.7",
     "blinker>=1.6.2",
     "click>=8.1.3",
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 [[package]]
 name = "flask-cors"
@@ -748,109 +409,52 @@ dependencies = [
     "Flask>=0.9",
     "Six",
 ]
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 name = "flatbuffers"
-version = "23.5.9"
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 summary = "The FlatBuffers serialization format for Python"
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 [[package]]
 name = "fsspec"
-version = "2023.5.0"
+version = "2023.9.2"
 requires_python = ">=3.8"
 summary = "File-system specification"
-files = [
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-]
 
 [[package]]
 name = "fsspec"
-version = "2023.5.0"
+version = "2023.9.2"
 extras = ["http"]
 requires_python = ">=3.8"
 summary = "File-system specification"
 dependencies = [
     "aiohttp!=4.0.0a0,!=4.0.0a1",
-    "fsspec==2023.5.0",
+    "fsspec==2023.9.2",
     "requests",
 ]
-files = [
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-]
 
 [[package]]
 name = "furo"
-version = "2023.3.27"
-requires_python = ">=3.7"
+version = "2023.9.10"
+requires_python = ">=3.8"
 summary = "A clean customisable Sphinx documentation theme."
 dependencies = [
     "beautifulsoup4",
     "pygments>=2.7",
     "sphinx-basic-ng",
-    "sphinx<7.0,>=5.0",
-]
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+    "sphinx<8.0,>=6.0",
 ]
 
 [[package]]
@@ -858,9 +462,6 @@ name = "future"
 version = "0.18.3"
 requires_python = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 summary = "Clean single-source support for Python 3 and 2"
-files = [
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-]
 
 [[package]]
 name = "gitdb"
@@ -870,40 +471,27 @@ summary = "Git Object Database"
 dependencies = [
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 ]
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-]
 
 [[package]]
 name = "gitpython"
-version = "3.1.31"
+version = "3.1.37"
 requires_python = ">=3.7"
 summary = "GitPython is a Python library used to interact with Git repositories"
 dependencies = [
     "gitdb<5,>=4.0.1",
 ]
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 [[package]]
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-version = "2.18.0"
-requires_python = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
+version = "2.23.0"
+requires_python = ">=3.7"
 summary = "Google Authentication Library"
 dependencies = [
     "cachetools<6.0,>=2.0.0",
     "pyasn1-modules>=0.2.1",
-    "rsa<5,>=3.1.4; python_version >= \"3.6\"",
-    "six>=1.9.0",
+    "rsa<5,>=3.1.4",
     "urllib3<2.0",
 ]
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 [[package]]
 name = "google-auth-oauthlib"
@@ -914,110 +502,71 @@ dependencies = [
     "google-auth>=2.15.0",
     "requests-oauthlib>=0.7.0",
 ]
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 [[package]]
 name = "gradio"
-version = "3.31.0"
-requires_python = ">=3.7"
+version = "3.44.4"
+requires_python = ">=3.8"
 summary = "Python library for easily interacting with trained machine learning models"
 dependencies = [
-    "aiofiles",
-    "aiohttp",
-    "altair>=4.2.0",
+    "aiofiles<24.0,>=22.0",
+    "altair<6.0,>=4.2.0",
     "fastapi",
     "ffmpy",
-    "gradio-client>=0.2.4",
+    "gradio-client==0.5.1",
     "httpx",
-    "huggingface-hub>=0.13.0",
-    "jinja2",
-    "markdown-it-py[linkify]>=2.0.0",
-    "markupsafe",
-    "matplotlib",
-    "mdit-py-plugins<=0.3.3",
-    "numpy",
-    "orjson",
-    "pandas",
-    "pillow",
-    "pydantic",
+    "huggingface-hub>=0.14.0",
+    "importlib-resources<7.0,>=1.3",
+    "jinja2<4.0",
+    "markupsafe~=2.0",
+    "matplotlib~=3.0",
+    "numpy~=1.0",
+    "orjson~=3.0",
+    "packaging",
+    "pandas<3.0,>=1.0",
+    "pillow<11.0,>=8.0",
+    "pydantic!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,<3.0.0,>=1.7.4",
     "pydub",
-    "pygments>=2.12.0",
     "python-multipart",
-    "pyyaml",
-    "requests",
-    "semantic-version",
-    "typing-extensions",
+    "pyyaml<7.0,>=5.0",
+    "requests~=2.0",
+    "semantic-version~=2.0",
+    "typing-extensions~=4.0",
     "uvicorn>=0.14.0",
-    "websockets>=10.0",
-]
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+    "websockets<12.0,>=10.0",
 ]
 
 [[package]]
 name = "gradio-client"
-version = "0.2.5"
-requires_python = ">=3.7"
+version = "0.5.1"
+requires_python = ">=3.8"
 summary = "Python library for easily interacting with trained machine learning models"
 dependencies = [
     "fsspec",
     "httpx",
     "huggingface-hub>=0.13.0",
     "packaging",
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-    "typing-extensions",
-    "websockets",
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+    "requests~=2.0",
+    "typing-extensions~=4.0",
+    "websockets<12.0,>=10.0",
 ]
 
 [[package]]
 name = "grpcio"
-version = "1.54.2"
+version = "1.58.0"
 requires_python = ">=3.7"
 summary = "HTTP/2-based RPC framework"
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 [[package]]
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 version = "0.14.0"
 requires_python = ">=3.7"
 summary = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
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 [[package]]
 name = "httpcore"
-version = "0.17.0"
-requires_python = ">=3.7"
+version = "0.18.0"
+requires_python = ">=3.8"
 summary = "A minimal low-level HTTP client."
 dependencies = [
     "anyio<5.0,>=3.0",
@@ -1025,31 +574,23 @@ dependencies = [
     "h11<0.15,>=0.13",
     "sniffio==1.*",
 ]
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-]
 
 [[package]]
 name = "httpx"
-version = "0.24.0"
-requires_python = ">=3.7"
+version = "0.25.0"
+requires_python = ">=3.8"
 summary = "The next generation HTTP client."
 dependencies = [
     "certifi",
-    "httpcore<0.18.0,>=0.15.0",
+    "httpcore<0.19.0,>=0.18.0",
     "idna",
     "sniffio",
 ]
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 [[package]]
 name = "huggingface-hub"
-version = "0.14.1"
-requires_python = ">=3.7.0"
+version = "0.17.2"
+requires_python = ">=3.8.0"
 summary = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 dependencies = [
     "filelock",
@@ -1060,10 +601,6 @@ dependencies = [
     "tqdm>=4.42.1",
     "typing-extensions>=3.7.4.3",
 ]
-files = [
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-]
 
 [[package]]
 name = "humanfriendly"
@@ -1073,50 +610,45 @@ summary = "Human friendly output for text interfaces using Python"
 dependencies = [
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 ]
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-]
 
 [[package]]
 name = "identify"
-version = "2.5.26"
+version = "2.5.29"
 requires_python = ">=3.8"
 summary = "File identification library for Python"
-files = [
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 [[package]]
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 version = "3.4"
 requires_python = ">=3.5"
 summary = "Internationalized Domain Names in Applications (IDNA)"
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 [[package]]
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 version = "1.4.1"
 requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 summary = "Getting image size from png/jpeg/jpeg2000/gif file"
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+
+[[package]]
+name = "importlib-metadata"
+version = "6.8.0"
+requires_python = ">=3.8"
+summary = "Read metadata from Python packages"
+dependencies = [
+    "zipp>=0.5",
 ]
 
+[[package]]
+name = "importlib-resources"
+version = "6.1.0"
+requires_python = ">=3.8"
+summary = "Read resources from Python packages"
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
 requires_python = ">=3.7"
 summary = "brain-dead simple config-ini parsing"
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-]
 
 [[package]]
 name = "ipdb"
@@ -1130,14 +662,10 @@ dependencies = [
     "ipython>=7.31.1; python_version >= \"3.11\"",
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-]
 
 [[package]]
 name = "ipython"
-version = "8.13.2"
+version = "8.15.0"
 requires_python = ">=3.9"
 summary = "IPython: Productive Interactive Computing"
 dependencies = [
@@ -1145,6 +673,7 @@ dependencies = [
     "backcall",
     "colorama; sys_platform == \"win32\"",
     "decorator",
+    "exceptiongroup; python_version < \"3.11\"",
     "jedi>=0.16",
     "matplotlib-inline",
     "pexpect>4.3; sys_platform != \"win32\"",
@@ -1154,50 +683,31 @@ dependencies = [
     "stack-data",
     "traitlets>=5",
 ]
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 [[package]]
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 version = "5.12.0"
 requires_python = ">=3.8.0"
 summary = "A Python utility / library to sort Python imports."
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 [[package]]
 name = "itsdangerous"
 version = "2.1.2"
 requires_python = ">=3.7"
 summary = "Safely pass data to untrusted environments and back."
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 [[package]]
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 version = "0.3.4"
 summary = "Pure-Python Japanese character interconverter for Hiragana, Katakana, Hankaku, Zenkaku and more"
-files = [
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-]
 
 [[package]]
 name = "jedi"
-version = "0.18.2"
+version = "0.19.0"
 requires_python = ">=3.6"
 summary = "An autocompletion tool for Python that can be used for text editors."
 dependencies = [
-    "parso<0.9.0,>=0.8.0",
-]
-files = [
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+    "parso<0.9.0,>=0.8.3",
 ]
 
 [[package]]
@@ -1208,33 +718,32 @@ summary = "A very fast and expressive template engine."
 dependencies = [
     "MarkupSafe>=2.0",
 ]
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-]
 
 [[package]]
 name = "joblib"
-version = "1.2.0"
+version = "1.3.2"
 requires_python = ">=3.7"
 summary = "Lightweight pipelining with Python functions"
-files = [
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 [[package]]
 name = "jsonschema"
-version = "4.17.3"
-requires_python = ">=3.7"
+version = "4.19.1"
+requires_python = ">=3.8"
 summary = "An implementation of JSON Schema validation for Python"
 dependencies = [
-    "attrs>=17.4.0",
-    "pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0",
+    "attrs>=22.2.0",
+    "jsonschema-specifications>=2023.03.6",
+    "referencing>=0.28.4",
+    "rpds-py>=0.7.1",
 ]
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+
+[[package]]
+name = "jsonschema-specifications"
+version = "2023.7.1"
+requires_python = ">=3.8"
+summary = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+dependencies = [
+    "referencing>=0.28.0",
 ]
 
 [[package]]
@@ -1245,87 +754,17 @@ summary = "Nice DSP sweets: resampling, FFT Convolutions. All with PyTorch, diff
 dependencies = [
     "torch>=1.7.0",
 ]
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 [[package]]
 name = "kiwisolver"
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 requires_python = ">=3.7"
 summary = "A fast implementation of the Cassowary constraint solver"
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@@ -2242,46 +1253,10 @@ summary = "Praat in Python, the Pythonic way"
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 [[package]]
 name = "smmap"
-version = "5.0.0"
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+requires_python = ">=3.7"
 summary = "A pure Python implementation of a sliding window memory map manager"
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 [[package]]
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 version = "1.3.0"
 requires_python = ">=3.7"
 summary = "Sniff out which async library your code is running under"
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 name = "snowballstemmer"
 version = "2.2.0"
 summary = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
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 [[package]]
 name = "soundfile"
@@ -2942,53 +1623,35 @@ summary = "An audio library based on libsndfile, CFFI and NumPy"
 dependencies = [
     "cffi>=1.0",
 ]
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-requires_python = ">=3.7"
+version = "2.5"
+requires_python = ">=3.8"
 summary = "A modern CSS selector implementation for Beautiful Soup."
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 name = "sphinx"
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+requires_python = ">=3.9"
 summary = "Python documentation generator"
 dependencies = [
     "Jinja2>=3.0",
-    "Pygments>=2.12",
+    "Pygments>=2.14",
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     "babel>=2.9",
     "colorama>=0.4.5; sys_platform == \"win32\"",
-    "docutils<0.20,>=0.14",
+    "docutils<0.21,>=0.18.1",
     "imagesize>=1.3",
     "packaging>=21.0",
-    "requests>=2.5.0",
+    "requests>=2.25.0",
     "snowballstemmer>=2.0",
     "sphinxcontrib-applehelp",
     "sphinxcontrib-devhelp",
     "sphinxcontrib-htmlhelp>=2.0.0",
     "sphinxcontrib-jsmath",
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+    "sphinxcontrib-serializinghtml>=1.1.9",
 ]
 
 [[package]]
@@ -3001,52 +1664,41 @@ dependencies = [
     "livereload",
     "sphinx",
 ]
-files = [
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-]
 
 [[package]]
 name = "sphinx-basic-ng"
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+version = "1.0.0b2"
 requires_python = ">=3.7"
 summary = "A modern skeleton for Sphinx themes."
 dependencies = [
     "sphinx>=4.0",
 ]
-files = [
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-]
 
 [[package]]
 name = "sphinxcontrib-applehelp"
-version = "1.0.4"
-requires_python = ">=3.8"
+version = "1.0.7"
+requires_python = ">=3.9"
 summary = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
-files = [
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 ]
 
 [[package]]
 name = "sphinxcontrib-devhelp"
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-requires_python = ">=3.5"
-summary = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document."
-files = [
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+version = "1.0.5"
+requires_python = ">=3.9"
+summary = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
+dependencies = [
+    "Sphinx>=5",
 ]
 
 [[package]]
 name = "sphinxcontrib-htmlhelp"
-version = "2.0.1"
-requires_python = ">=3.8"
+version = "2.0.4"
+requires_python = ">=3.9"
 summary = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
-files = [
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+dependencies = [
+    "Sphinx>=5",
 ]
 
 [[package]]
@@ -3054,29 +1706,23 @@ name = "sphinxcontrib-jsmath"
 version = "1.0.1"
 requires_python = ">=3.5"
 summary = "A sphinx extension which renders display math in HTML via JavaScript"
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-summary = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document."
-files = [
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+version = "1.0.6"
+requires_python = ">=3.9"
+summary = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
+dependencies = [
+    "Sphinx>=5",
 ]
 
 [[package]]
 name = "sphinxcontrib-serializinghtml"
-version = "1.1.5"
-requires_python = ">=3.5"
-summary = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)."
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+version = "1.1.9"
+requires_python = ">=3.9"
+summary = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
+dependencies = [
+    "Sphinx>=5",
 ]
 
 [[package]]
@@ -3088,10 +1734,6 @@ dependencies = [
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     "pure-eval",
 ]
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 [[package]]
 name = "starlette"
@@ -3101,24 +1743,16 @@ summary = "The little ASGI library that shines."
 dependencies = [
     "anyio<5,>=3.4.0",
 ]
-files = [
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 [[package]]
 name = "submitit"
-version = "1.4.5"
+version = "1.4.6"
 requires_python = ">=3.6"
 summary = "\"Python 3.6+ toolbox for submitting jobs to Slurm"
 dependencies = [
     "cloudpickle>=1.2.1",
     "typing-extensions>=3.7.4.2",
 ]
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 [[package]]
 name = "sympy"
@@ -3128,14 +1762,10 @@ summary = "Computer algebra system (CAS) in Python"
 dependencies = [
     "mpmath>=0.19",
 ]
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 [[package]]
 name = "tensorboard"
-version = "2.13.0"
+version = "2.14.0"
 requires_python = ">=3.8"
 summary = "TensorBoard lets you watch Tensors Flow"
 dependencies = [
@@ -3152,93 +1782,46 @@ dependencies = [
     "werkzeug>=1.0.1",
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 ]
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 [[package]]
 name = "tensorboard-data-server"
-version = "0.7.0"
+version = "0.7.1"
 requires_python = ">=3.7"
 summary = "Fast data loading for TensorBoard"
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 summary = "Praat TextGrid manipulation."
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 [[package]]
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-version = "3.1.0"
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+version = "3.2.0"
+requires_python = ">=3.8"
 summary = "threadpoolctl"
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 version = "0.12.0"
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 dependencies = [
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 dependencies = [
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 summary = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 dependencies = [
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     "regex!=2019.12.17",
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 name = "triton"
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 [[package]]
 name = "uvicorn"
-version = "0.22.0"
-requires_python = ">=3.7"
+version = "0.23.2"
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 summary = "The lightning-fast ASGI server."
 dependencies = [
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+    "typing-extensions>=4.0; python_version < \"3.11\"",
 ]
 
 [[package]]
 name = "virtualenv"
-version = "20.24.2"
+version = "20.24.5"
 requires_python = ">=3.7"
 summary = "Virtual Python Environment builder"
 dependencies = [
@@ -3511,18 +1986,14 @@ dependencies = [
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 [[package]]
 name = "wandb"
-version = "0.15.2"
+version = "0.15.11"
 requires_python = ">=3.6"
-summary = "A CLI and library for interacting with the Weights and Biases API."
+summary = "A CLI and library for interacting with the Weights & Biases API."
 dependencies = [
-    "Click!=8.0.0,>=7.0",
+    "Click!=8.0.0,>=7.1",
     "GitPython!=3.1.29,>=1.0.0",
     "PyYAML",
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@@ -3536,141 +2007,55 @@ dependencies = [
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     "setuptools",
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diff --git a/pyproject.toml b/pyproject.toml
index e62bf7df..71fca57a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -38,6 +38,7 @@ dependencies = [
     "pre-commit>=3.3.3",
     "onnx>=1.14.0",
     "loralib>=0.1.1",
+    "diffusers>=0.21.2",
 ]
 
 [tool.pdm]
diff --git a/tools/diffusion/onnx/export.py b/tools/diffusion/onnx/export.py
index 82ff04ae..d67349f8 100644
--- a/tools/diffusion/onnx/export.py
+++ b/tools/diffusion/onnx/export.py
@@ -105,7 +105,9 @@ def export_diffusion(config, model, device):
     step = torch.randint(
         0, config.model.diffusion.timesteps, (1,), device=device, dtype=torch.long
     )
-    cond = torch.randn((1, config.hidden_size, n_frames), device=device)
+    cond = torch.randn(
+        (1, config.model.diffusion.denoiser.condition_dim, n_frames), device=device
+    )
 
     model.diffusion.denoise_fn = torch.jit.trace(
         model.diffusion.denoise_fn, (x, step, cond), check_trace=True
@@ -146,7 +148,9 @@ def export_diffusion(config, model, device):
 
     logger.info("PLMS noise predictor traced.")
 
-    condition = torch.rand((1, 20, config.hidden_size), device=device)
+    condition = torch.rand(
+        (1, 20, config.model.diffusion.denoiser.condition_dim), device=device
+    )
     sampler_interval = torch.tensor(100, dtype=torch.long, device=device)
 
     torch.manual_seed(0)