diff --git a/poetry.lock b/poetry.lock
index fa84d42..b6b376b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,5 +1,17 @@
 # This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
 
+[[package]]
+name = "absl-py"
+version = "2.2.0"
+description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "absl_py-2.2.0-py3-none-any.whl", hash = "sha256:5c432cdf7b045f89c4ddc3bba196cabb389c0c321322f8dec68eecdfa732fdad"},
+    {file = "absl_py-2.2.0.tar.gz", hash = "sha256:2aabeae1403380e338fba88d4f8c9bf9925c20ad04c1c96d4a26930d034c507b"},
+]
+
 [[package]]
 name = "aioconsole"
 version = "0.8.1"
@@ -21,7 +33,7 @@ version = "3.9.3"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "aiohttp-3.9.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:939677b61f9d72a4fa2a042a5eee2a99a24001a67c13da113b2e30396567db54"},
     {file = "aiohttp-3.9.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1f5cd333fcf7590a18334c90f8c9147c837a6ec8a178e88d90a9b96ea03194cc"},
@@ -117,7 +129,7 @@ version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
 python-versions = ">=3.9"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -132,12 +144,24 @@ version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
 ]
 
+[[package]]
+name = "anyascii"
+version = "0.3.2"
+description = "Unicode to ASCII transliteration"
+optional = false
+python-versions = ">=3.3"
+groups = ["main"]
+files = [
+    {file = "anyascii-0.3.2-py3-none-any.whl", hash = "sha256:3b3beef6fc43d9036d3b0529050b0c48bfad8bc960e9e562d7223cfb94fe45d4"},
+    {file = "anyascii-0.3.2.tar.gz", hash = "sha256:9d5d32ef844fe225b8bc7cba7f950534fae4da27a9bf3a6bea2cb0ea46ce4730"},
+]
+
 [[package]]
 name = "anyio"
 version = "4.9.0"
@@ -179,7 +203,7 @@ version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
@@ -199,7 +223,7 @@ version = "3.0.1"
 description = "Multi-library, cross-platform audio decoding."
 optional = false
 python-versions = ">=3.6"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "audioread-3.0.1-py3-none-any.whl", hash = "sha256:4cdce70b8adc0da0a3c9e0d85fb10b3ace30fbdf8d1670fd443929b61d117c33"},
     {file = "audioread-3.0.1.tar.gz", hash = "sha256:ac5460a5498c48bdf2e8e767402583a4dcd13f4414d286f42ce4379e8b35066d"},
@@ -237,6 +261,68 @@ url = "ssh://git@ssh.pstruebi.xyz:222/auracaster/bumble-auracast.git"
 reference = "HEAD"
 resolved_reference = "8ea7aeb41286f44fb189e6fc7266ac72227504b2"
 
+[[package]]
+name = "babel"
+version = "2.17.0"
+description = "Internationalization utilities"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
+    {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
+]
+
+[package.extras]
+dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""]
+
+[[package]]
+name = "blis"
+version = "0.7.11"
+description = "The Blis BLAS-like linear algebra library, as a self-contained C-extension."
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "blis-0.7.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:cd5fba34c5775e4c440d80e4dea8acb40e2d3855b546e07c4e21fad8f972404c"},
+    {file = "blis-0.7.11-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:31273d9086cab9c56986d478e3ed6da6752fa4cdd0f7b5e8e5db30827912d90d"},
+    {file = "blis-0.7.11-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d06883f83d4c8de8264154f7c4a420b4af323050ed07398c1ff201c34c25c0d2"},
+    {file = "blis-0.7.11-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ee493683e3043650d4413d531e79e580d28a3c7bdd184f1b9cfa565497bda1e7"},
+    {file = "blis-0.7.11-cp310-cp310-win_amd64.whl", hash = "sha256:a73945a9d635eea528bccfdfcaa59dd35bd5f82a4a40d5ca31f08f507f3a6f81"},
+    {file = "blis-0.7.11-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1b68df4d01d62f9adaef3dad6f96418787265a6878891fc4e0fabafd6d02afba"},
+    {file = "blis-0.7.11-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:162e60d941a8151418d558a94ee5547cb1bbeed9f26b3b6f89ec9243f111a201"},
+    {file = "blis-0.7.11-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:686a7d0111d5ba727cd62f374748952fd6eb74701b18177f525b16209a253c01"},
+    {file = "blis-0.7.11-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0421d6e44cda202b113a34761f9a062b53f8c2ae8e4ec8325a76e709fca93b6e"},
+    {file = "blis-0.7.11-cp311-cp311-win_amd64.whl", hash = "sha256:0dc9dcb3843045b6b8b00432409fd5ee96b8344a324e031bfec7303838c41a1a"},
+    {file = "blis-0.7.11-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:dadf8713ea51d91444d14ad4104a5493fa7ecc401bbb5f4a203ff6448fadb113"},
+    {file = "blis-0.7.11-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5bcdaf370f03adaf4171d6405a89fa66cb3c09399d75fc02e1230a78cd2759e4"},
+    {file = "blis-0.7.11-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7de19264b1d49a178bf8035406d0ae77831f3bfaa3ce02942964a81a202abb03"},
+    {file = "blis-0.7.11-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8ea55c6a4a60fcbf6a0fdce40df6e254451ce636988323a34b9c94b583fc11e5"},
+    {file = "blis-0.7.11-cp312-cp312-win_amd64.whl", hash = "sha256:5a305dbfc96d202a20d0edd6edf74a406b7e1404f4fa4397d24c68454e60b1b4"},
+    {file = "blis-0.7.11-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:68544a1cbc3564db7ba54d2bf8988356b8c7acd025966e8e9313561b19f0fe2e"},
+    {file = "blis-0.7.11-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:075431b13b9dd7b411894d4afbd4212acf4d0f56c5a20628f4b34902e90225f1"},
+    {file = "blis-0.7.11-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:324fdf62af9075831aa62b51481960e8465674b7723f977684e32af708bb7448"},
+    {file = "blis-0.7.11-cp36-cp36m-win_amd64.whl", hash = "sha256:afebdb02d2dcf9059f23ce1244585d3ce7e95c02a77fd45a500e4a55b7b23583"},
+    {file = "blis-0.7.11-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:2e62cd14b20e960f21547fee01f3a0b2ac201034d819842865a667c969c355d1"},
+    {file = "blis-0.7.11-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:89b01c05a5754edc0b9a3b69be52cbee03f645b2ec69651d12216ea83b8122f0"},
+    {file = "blis-0.7.11-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cfee5ec52ba1e9002311d9191f7129d7b0ecdff211e88536fb24c865d102b50d"},
+    {file = "blis-0.7.11-cp37-cp37m-win_amd64.whl", hash = "sha256:844b6377e3e7f3a2e92e7333cc644095386548ad5a027fdc150122703c009956"},
+    {file = "blis-0.7.11-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6df00c24128e323174cde5d80ebe3657df39615322098ce06613845433057614"},
+    {file = "blis-0.7.11-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:809d1da1331108935bf06e22f3cf07ef73a41a572ecd81575bdedb67defe3465"},
+    {file = "blis-0.7.11-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bfabd5272bbbe504702b8dfe30093653d278057656126716ff500d9c184b35a6"},
+    {file = "blis-0.7.11-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ca684f5c2f05269f17aefe7812360286e9a1cee3afb96d416485efd825dbcf19"},
+    {file = "blis-0.7.11-cp38-cp38-win_amd64.whl", hash = "sha256:688a8b21d2521c2124ee8dfcbaf2c385981ccc27e313e052113d5db113e27d3b"},
+    {file = "blis-0.7.11-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:2ff7abd784033836b284ff9f4d0d7cb0737b7684daebb01a4c9fe145ffa5a31e"},
+    {file = "blis-0.7.11-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:f9caffcd14795bfe52add95a0dd8426d44e737b55fcb69e2b797816f4da0b1d2"},
+    {file = "blis-0.7.11-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2fb36989ed61233cfd48915896802ee6d3d87882190000f8cfe0cf4a3819f9a8"},
+    {file = "blis-0.7.11-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7ea09f961871f880d5dc622dce6c370e4859559f0ead897ae9b20ddafd6b07a2"},
+    {file = "blis-0.7.11-cp39-cp39-win_amd64.whl", hash = "sha256:5bb38adabbb22f69f22c74bad025a010ae3b14de711bf5c715353980869d491d"},
+    {file = "blis-0.7.11.tar.gz", hash = "sha256:cec6d48f75f7ac328ae1b6fbb372dde8c8a57c89559172277f66e01ff08d4d42"},
+]
+
+[package.dependencies]
+numpy = {version = ">=1.19.0", markers = "python_version >= \"3.9\""}
+
 [[package]]
 name = "bumble"
 version = "0.0.209.dev2+g12bcdb7"
@@ -281,13 +367,25 @@ url = "ssh://git@ssh.pstruebi.xyz:222/auracaster/bumble_mirror.git"
 reference = "12bcdb7770c0d57a094bc0a96cd52e701f97fece"
 resolved_reference = "12bcdb7770c0d57a094bc0a96cd52e701f97fece"
 
+[[package]]
+name = "catalogue"
+version = "2.0.10"
+description = "Super lightweight function registries for your library"
+optional = false
+python-versions = ">=3.6"
+groups = ["main"]
+files = [
+    {file = "catalogue-2.0.10-py3-none-any.whl", hash = "sha256:58c2de0020aa90f4a2da7dfad161bf7b3b054c86a5f09fcedc0b2b740c109a9f"},
+    {file = "catalogue-2.0.10.tar.gz", hash = "sha256:4f56daa940913d3f09d589c191c74e5a6d51762b3a9e37dd53b7437afd6cda15"},
+]
+
 [[package]]
 name = "certifi"
 version = "2025.1.31"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
     {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
@@ -299,7 +397,7 @@ version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
     {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
@@ -379,7 +477,7 @@ version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de"},
     {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176"},
@@ -481,7 +579,7 @@ version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -490,18 +588,36 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "cloudpathlib"
+version = "0.21.0"
+description = "pathlib-style classes for cloud storage services."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "cloudpathlib-0.21.0-py3-none-any.whl", hash = "sha256:657e95ecd2663f1123b6daa95d49aca4b4bc8a9fa90c07930bdba2c5e295e5ef"},
+    {file = "cloudpathlib-0.21.0.tar.gz", hash = "sha256:fb8f6b890a3d37b35f0eabff86721bb8d35dfc6a6be98c1f4d34b19e989c6641"},
+]
+
+[package.extras]
+all = ["cloudpathlib[azure]", "cloudpathlib[gs]", "cloudpathlib[s3]"]
+azure = ["azure-storage-blob (>=12)", "azure-storage-file-datalake (>=12)"]
+gs = ["google-cloud-storage"]
+s3 = ["boto3 (>=1.34.0)"]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["dev", "general"]
+groups = ["main", "dev", "general"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {dev = "sys_platform == \"win32\"", general = "platform_system == \"Windows\""}
+markers = {main = "sys_platform == \"win32\" or platform_system == \"Windows\"", dev = "sys_platform == \"win32\"", general = "platform_system == \"Windows\""}
 
 [[package]]
 name = "coloredlogs"
@@ -521,6 +637,182 @@ humanfriendly = ">=9.1"
 [package.extras]
 cron = ["capturer (>=2.4)"]
 
+[[package]]
+name = "confection"
+version = "0.1.5"
+description = "The sweetest config system for Python"
+optional = false
+python-versions = ">=3.6"
+groups = ["main"]
+files = [
+    {file = "confection-0.1.5-py3-none-any.whl", hash = "sha256:e29d3c3f8eac06b3f77eb9dfb4bf2fc6bcc9622a98ca00a698e3d019c6430b14"},
+    {file = "confection-0.1.5.tar.gz", hash = "sha256:8e72dd3ca6bd4f48913cd220f10b8275978e740411654b6e8ca6d7008c590f0e"},
+]
+
+[package.dependencies]
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<3.0.0"
+srsly = ">=2.4.0,<3.0.0"
+
+[[package]]
+name = "contourpy"
+version = "1.3.1"
+description = "Python library for calculating contours of 2D quadrilateral grids"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "contourpy-1.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a045f341a77b77e1c5de31e74e966537bba9f3c4099b35bf4c2e3939dd54cdab"},
+    {file = "contourpy-1.3.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:500360b77259914f7805af7462e41f9cb7ca92ad38e9f94d6c8641b089338124"},
+    {file = "contourpy-1.3.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b2f926efda994cdf3c8d3fdb40b9962f86edbc4457e739277b961eced3d0b4c1"},
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+optional = false
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+groups = ["main"]
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+
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+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
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+
+[[package]]
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+description = "High fidelity neural audio codec"
+optional = false
+python-versions = ">=3.8.0"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
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+numpy = "*"
+torch = "*"
+torchaudio = "*"
+
+[package.extras]
+dev = ["flake8", "mypy", "pdoc3"]
+
 [[package]]
 name = "fastapi"
 version = "0.115.11"
@@ -612,6 +1106,23 @@ typing-extensions = ">=4.8.0"
 all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
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+[[package]]
+name = "filelock"
+version = "3.18.0"
+description = "A platform independent file lock."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""]
+
 [[package]]
 name = "flatbuffers"
 version = "25.2.10"
@@ -624,13 +1135,87 @@ files = [
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+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
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+ufo = ["fs (>=2.2.0,<3)"]
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+
 [[package]]
 name = "frozenlist"
 version = "1.5.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = false
 python-versions = ">=3.8"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
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@@ -726,14 +1311,56 @@ files = [
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 description = "HTTP/2-based RPC framework"
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 python-versions = ">=3.9"
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@@ -787,10 +1414,111 @@ files = [
     {file = "grpcio-1.71.0-cp39-cp39-win_amd64.whl", hash = "sha256:63e41b91032f298b3e973b3fa4093cbbc620c875e2da7b93e249d4728b54559a"},
     {file = "grpcio-1.71.0.tar.gz", hash = "sha256:2b85f7820475ad3edec209d3d89a7909ada16caab05d3f2e08a7e8ae3200a55c"},
 ]
+markers = {general = "platform_system != \"Emscripten\""}
 
 [package.extras]
 protobuf = ["grpcio-tools (>=1.71.0)"]
 
+[[package]]
+name = "gruut"
+version = "2.4.0"
+description = "A tokenizer, text cleaner, and phonemizer for many human languages."
+optional = false
+python-versions = ">=3.6"
+groups = ["main"]
+files = [
+    {file = "gruut-2.4.0.tar.gz", hash = "sha256:a49f693266a3a1ab5a6bde77a8f560ef27712b4169b5a6b02e6a1a873342e19e"},
+]
+
+[package.dependencies]
+Babel = ">=2.8.0,<3.0.0"
+dateparser = ">=1.1.1,<1.2.0"
+gruut-ipa = ">=0.12.0,<1.0"
+gruut_lang_de = {version = ">=2.0.0,<2.1.0", optional = true, markers = "extra == \"de\""}
+gruut_lang_en = ">=2.0.0,<2.1.0"
+gruut_lang_es = {version = ">=2.0.0,<2.1.0", optional = true, markers = "extra == \"es\""}
+gruut_lang_fr = {version = ">=2.0.0,<2.1.0", optional = true, markers = "extra == \"fr\""}
+jsonlines = ">=1.2.0,<1.3.0"
+networkx = ">=2.5.0"
+num2words = ">=0.5.10,<1.0.0"
+numpy = ">=1.19.0"
+python-crfsuite = ">=0.9.7,<0.10.0"
+
+[package.extras]
+align = ["aeneas (>=1.7.3.0,<1.8.0.0)", "pydub (>=0.24.1,<0.25.0)"]
+all = ["aeneas (>=1.7.3.0,<1.8.0.0)", "codernitydb3 (>=0.6.0,<0.7.0)", "conllu (>=4.4)", "gruut_lang_ar (>=2.0.0,<2.1.0)", "gruut_lang_ca (>=2.0.0,<2.1.0)", "gruut_lang_cs (>=2.0.0,<2.1.0)", "gruut_lang_de (>=2.0.0,<2.1.0)", "gruut_lang_es (>=2.0.0,<2.1.0)", "gruut_lang_fa (>=2.0.0,<2.1.0)", "gruut_lang_fr (>=2.0.0,<2.1.0)", "gruut_lang_it (>=2.0.0,<2.1.0)", "gruut_lang_lb (>=2.0.0,<2.1.0)", "gruut_lang_nl (>=2.0.0,<2.1.0)", "gruut_lang_pt (>=2.0.0,<2.1.0)", "gruut_lang_ru (>=2.0.0,<2.1.0)", "gruut_lang_sv (>=2.0.0,<2.1.0)", "gruut_lang_sw (>=2.0.0,<2.1.0)", "hazm (>=0.7.0,<0.8.0)", "mishkal (>=0.4.0,<0.5.0)", "phonetisaurus (>=0.3.0,<0.4.0)", "pydub (>=0.24.1,<0.25.0)", "rapidfuzz (>=2.11.1)"]
+ar = ["codernitydb3 (>=0.6.0,<0.7.0)", "gruut_lang_ar (>=2.0.0,<2.1.0)", "mishkal (>=0.4.0,<0.5.0)"]
+ca = ["gruut_lang_ca (>=2.0.0,<2.1.0)"]
+cs = ["gruut_lang_cs (>=2.0.0,<2.1.0)"]
+de = ["gruut_lang_de (>=2.0.0,<2.1.0)"]
+es = ["gruut_lang_es (>=2.0.0,<2.1.0)"]
+fa = ["gruut_lang_fa (>=2.0.0,<2.1.0)", "hazm (>=0.7.0,<0.8.0)"]
+fr = ["gruut_lang_fr (>=2.0.0,<2.1.0)"]
+g2p = ["phonetisaurus (>=0.3.0,<0.4.0)"]
+it = ["gruut_lang_it (>=2.0.0,<2.1.0)"]
+lb = ["gruut_lang_lb (>=2.0.0,<2.1.0)"]
+nl = ["gruut_lang_nl (>=2.0.0,<2.1.0)"]
+pt = ["gruut_lang_pt (>=2.0.0,<2.1.0)"]
+ru = ["gruut_lang_ru (>=2.0.0,<2.1.0)"]
+sv = ["gruut_lang_sv (>=2.0.0,<2.1.0)"]
+sw = ["gruut_lang_sw (>=2.0.0,<2.1.0)"]
+train = ["conllu (>=4.4)", "rapidfuzz (>=2.11.1)"]
+
+[[package]]
+name = "gruut-ipa"
+version = "0.13.0"
+description = "Library for manipulating pronunciations using the International Phonetic Alphabet (IPA)"
+optional = false
+python-versions = ">=3.6"
+groups = ["main"]
+files = [
+    {file = "gruut-ipa-0.13.0.tar.gz", hash = "sha256:71776eb99f46e119ab14d3d4e536f54317133607cc2f6bad9711ab51f1bec66e"},
+]
+
+[[package]]
+name = "gruut-lang-de"
+version = "2.0.1"
+description = "German language files for gruut tokenizer/phonemizer"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "gruut_lang_de-2.0.1.tar.gz", hash = "sha256:483ea98e094fcb5fe7191b6b8679cdf2fec85b3ec7f867a492d48fb0b7b415c0"},
+]
+
+[[package]]
+name = "gruut-lang-en"
+version = "2.0.1"
+description = "English language files for gruut tokenizer/phonemizer"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "gruut_lang_en-2.0.1.tar.gz", hash = "sha256:a3d748bca5b31bf89d26b00ba76809532187696ce3ddf76b35889fe25f94ea30"},
+]
+
+[[package]]
+name = "gruut-lang-es"
+version = "2.0.1"
+description = "Spanish language files for gruut tokenizer/phonemizer"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "gruut_lang_es-2.0.1.tar.gz", hash = "sha256:f872b373c512865097a89a8308c4ef99b958ae5bb9b006471bf00342f94182f3"},
+]
+
+[[package]]
+name = "gruut-lang-fr"
+version = "2.0.2"
+description = "French language files for gruut tokenizer/phonemizer"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "gruut_lang_fr-2.0.2.tar.gz", hash = "sha256:d2de9fc2f92ede277cb6dfe72afdba1b902d329b3cc1f1c706e66b31f0d436bd"},
+]
+
 [[package]]
 name = "h11"
 version = "0.14.0"
@@ -850,6 +1578,41 @@ http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 zstd = ["zstandard (>=0.18.0)"]
 
+[[package]]
+name = "huggingface-hub"
+version = "0.29.3"
+description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
+optional = false
+python-versions = ">=3.8.0"
+groups = ["main"]
+files = [
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+    {file = "huggingface_hub-0.29.3.tar.gz", hash = "sha256:64519a25716e0ba382ba2d3fb3ca082e7c7eb4a2fc634d200e8380006e0760e5"},
+]
+
+[package.dependencies]
+filelock = "*"
+fsspec = ">=2023.5.0"
+packaging = ">=20.9"
+pyyaml = ">=5.1"
+requests = "*"
+tqdm = ">=4.42.1"
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+cli = ["InquirerPy (==0.3.4)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
+hf-transfer = ["hf-transfer (>=0.1.4)"]
+inference = ["aiohttp"]
+quality = ["libcst (==1.4.0)", "mypy (==1.5.1)", "ruff (>=0.9.0)"]
+tensorflow = ["graphviz", "pydot", "tensorflow"]
+tensorflow-testing = ["keras (<3.0)", "tensorflow"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+torch = ["safetensors[torch]", "torch"]
+typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
+
 [[package]]
 name = "humanfriendly"
 version = "10.0"
@@ -887,7 +1650,7 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
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@@ -896,11 +1659,35 @@ files = [
 [package.extras]
 all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
+[[package]]
+name = "inflect"
+version = "7.5.0"
+description = "Correctly generate plurals, singular nouns, ordinals, indefinite articles"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+    {file = "inflect-7.5.0.tar.gz", hash = "sha256:faf19801c3742ed5a05a8ce388e0d8fe1a07f8d095c82201eb904f5d27ad571f"},
+]
+
+[package.dependencies]
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+typeguard = ">=4.0.1"
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["pygments", "pytest (>=6,!=8.1.*)"]
+type = ["pytest-mypy"]
+
 [[package]]
 name = "iniconfig"
 version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
-optional = false
+optional = true
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
@@ -908,25 +1695,186 @@ files = [
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
 ]
 
+[[package]]
+name = "jinja2"
+version = "3.1.6"
+description = "A very fast and expressive template engine."
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
+MarkupSafe = ">=2.0"
+
+[package.extras]
+i18n = ["Babel (>=2.7)"]
+
 [[package]]
 name = "joblib"
 version = "1.4.2"
 description = "Lightweight pipelining with Python functions"
 optional = false
 python-versions = ">=3.8"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
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+[[package]]
+name = "jsonlines"
+version = "1.2.0"
+description = "Library with helpers for the jsonlines file format"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
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+
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 version = "0.61.0"
 description = "compiling Python code using LLVM"
 optional = false
 python-versions = ">=3.10"
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+    {file = "pillow-11.1.0.tar.gz", hash = "sha256:368da70808b36d73b4b390a8ffac11069f8a5c85f29eff1f1b01bcf3ef5b2a20"},
+]
+
+[package.extras]
+docs = ["furo", "olefile", "sphinx (>=8.1)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
+fpx = ["olefile"]
+mic = ["olefile"]
+tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout", "trove-classifiers (>=2024.10.12)"]
+typing = ["typing-extensions ; python_version < \"3.10\""]
+xmp = ["defusedxml"]
+
 [[package]]
 name = "piper-phonemize"
 version = "1.1.0"
@@ -1512,7 +3124,7 @@ version = "4.3.7"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.9"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "platformdirs-4.3.7-py3-none-any.whl", hash = "sha256:a03875334331946f13c549dbd8f4bac7a13a50a895a0eb1e8c6a8ace80d40a94"},
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@@ -1527,7 +3139,7 @@ type = ["mypy (>=1.14.1)"]
 name = "pluggy"
 version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
-optional = false
+optional = true
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
@@ -1545,7 +3157,7 @@ version = "1.8.2"
 description = "A friend to fetch your data files"
 optional = false
 python-versions = ">=3.7"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
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@@ -1561,6 +3173,53 @@ progress = ["tqdm (>=4.41.0,<5.0.0)"]
 sftp = ["paramiko (>=2.7.0)"]
 xxhash = ["xxhash (>=1.4.3)"]
 
+[[package]]
+name = "preshed"
+version = "3.0.9"
+description = "Cython hash table that trusts the keys are pre-hashed"
+optional = false
+python-versions = ">=3.6"
+groups = ["main"]
+files = [
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+    {file = "preshed-3.0.9-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:23906d114fc97c17c5f8433342495d7562e96ecfd871289c2bb2ed9a9df57c3f"},
+    {file = "preshed-3.0.9-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:778cf71f82cedd2719b256f3980d556d6fb56ec552334ba79b49d16e26e854a0"},
+    {file = "preshed-3.0.9-cp39-cp39-win_amd64.whl", hash = "sha256:a6e579439b329eb93f32219ff27cb358b55fbb52a4862c31a915a098c8a22ac2"},
+    {file = "preshed-3.0.9.tar.gz", hash = "sha256:721863c5244ffcd2651ad0928951a2c7c77b102f4e11a251ad85d37ee7621660"},
+]
+
+[package.dependencies]
+cymem = ">=2.0.2,<2.1.0"
+murmurhash = ">=0.28.0,<1.1.0"
+
 [[package]]
 name = "prettytable"
 version = "3.15.1"
@@ -1602,7 +3261,7 @@ version = "0.3.0"
 description = "Accelerated property cache"
 optional = false
 python-versions = ">=3.9"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "propcache-0.3.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:efa44f64c37cc30c9f05932c740a8b40ce359f51882c70883cc95feac842da4d"},
     {file = "propcache-0.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2383a17385d9800b6eb5855c2f05ee550f803878f344f58b6e194de08b96352c"},
@@ -1710,7 +3369,7 @@ version = "6.30.1"
 description = ""
 optional = false
 python-versions = ">=3.9"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "protobuf-6.30.1-cp310-abi3-win32.whl", hash = "sha256:ba0706f948d0195f5cac504da156d88174e03218d9364ab40d903788c1903d7e"},
     {file = "protobuf-6.30.1-cp310-abi3-win_amd64.whl", hash = "sha256:ed484f9ddd47f0f1bf0648806cccdb4fe2fb6b19820f9b79a5adf5dcfd1b8c5f"},
@@ -1723,13 +3382,37 @@ files = [
     {file = "protobuf-6.30.1.tar.gz", hash = "sha256:535fb4e44d0236893d5cf1263a0f706f1160b689a7ab962e9da8a9ce4050b780"},
 ]
 
+[[package]]
+name = "psutil"
+version = "7.0.0"
+description = "Cross-platform lib for process and system monitoring in Python.  NOTE: the syntax of this script MUST be kept compatible with Python 2.7."
+optional = false
+python-versions = ">=3.6"
+groups = ["main"]
+files = [
+    {file = "psutil-7.0.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:101d71dc322e3cffd7cea0650b09b3d08b8e7c4109dd6809fe452dfd00e58b25"},
+    {file = "psutil-7.0.0-cp36-abi3-macosx_11_0_arm64.whl", hash = "sha256:39db632f6bb862eeccf56660871433e111b6ea58f2caea825571951d4b6aa3da"},
+    {file = "psutil-7.0.0-cp36-abi3-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1fcee592b4c6f146991ca55919ea3d1f8926497a713ed7faaf8225e174581e91"},
+    {file = "psutil-7.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4b1388a4f6875d7e2aff5c4ca1cc16c545ed41dd8bb596cefea80111db353a34"},
+    {file = "psutil-7.0.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a5f098451abc2828f7dc6b58d44b532b22f2088f4999a937557b603ce72b1993"},
+    {file = "psutil-7.0.0-cp36-cp36m-win32.whl", hash = "sha256:84df4eb63e16849689f76b1ffcb36db7b8de703d1bc1fe41773db487621b6c17"},
+    {file = "psutil-7.0.0-cp36-cp36m-win_amd64.whl", hash = "sha256:1e744154a6580bc968a0195fd25e80432d3afec619daf145b9e5ba16cc1d688e"},
+    {file = "psutil-7.0.0-cp37-abi3-win32.whl", hash = "sha256:ba3fcef7523064a6c9da440fc4d6bd07da93ac726b5733c29027d7dc95b39d99"},
+    {file = "psutil-7.0.0-cp37-abi3-win_amd64.whl", hash = "sha256:4cf3d4eb1aa9b348dec30105c55cd9b7d4629285735a102beb4441e38db90553"},
+    {file = "psutil-7.0.0.tar.gz", hash = "sha256:7be9c3eba38beccb6495ea33afd982a44074b78f28c434a1f51cc07fd315c456"},
+]
+
+[package.extras]
+dev = ["abi3audit", "black (==24.10.0)", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pytest", "pytest-cov", "pytest-xdist", "requests", "rstcheck", "ruff", "setuptools", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "virtualenv", "vulture", "wheel"]
+test = ["pytest", "pytest-xdist", "setuptools"]
+
 [[package]]
 name = "pycparser"
 version = "2.22"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
@@ -1741,7 +3424,7 @@ version = "2.10.6"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "pydantic-2.10.6-py3-none-any.whl", hash = "sha256:427d664bf0b8a2b34ff5dd0f5a18df00591adcee7198fbd71981054cef37b584"},
     {file = "pydantic-2.10.6.tar.gz", hash = "sha256:ca5daa827cce33de7a42be142548b0096bf05a7e7b365aebfa5f8eeec7128236"},
@@ -1762,7 +3445,7 @@ version = "2.27.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.8"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "pydantic_core-2.27.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2d367ca20b2f14095a8f4fa1210f5a7b78b8a20009ecced6b12818f455b1e9fa"},
     {file = "pydantic_core-2.27.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:491a2b73db93fab69731eaee494f320faa4e093dbed776be1a829c2eb222c34c"},
@@ -1887,6 +3570,36 @@ typing-extensions = "*"
 [package.extras]
 dev = ["black", "build", "flake8", "flake8-black", "isort", "jupyter-console", "mkdocs", "mkdocs-include-markdown-plugin", "mkdocstrings[python]", "mypy", "pytest", "pytest-asyncio ; python_version >= \"3.4\"", "pytest-trio ; python_version >= \"3.7\"", "sphinx", "toml", "tox", "trio", "trio ; python_version > \"3.6\"", "trio-typing ; python_version > \"3.6\"", "twine", "twisted", "validate-pyproject[all]"]
 
+[[package]]
+name = "pygments"
+version = "2.19.1"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "pygments-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c"},
+    {file = "pygments-2.19.1.tar.gz", hash = "sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f"},
+]
+
+[package.extras]
+windows-terminal = ["colorama (>=0.4.6)"]
+
+[[package]]
+name = "pyparsing"
+version = "3.2.3"
+description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "pyparsing-3.2.3-py3-none-any.whl", hash = "sha256:a749938e02d6fd0b59b356ca504a24982314bb090c383e3cf201c95ef7e2bfcf"},
+    {file = "pyparsing-3.2.3.tar.gz", hash = "sha256:b9c13f1ab8b3b542f72e28f634bad4de758ab3ce4546e4301970ad6fa77c38be"},
+]
+
+[package.extras]
+diagrams = ["jinja2", "railroad-diagrams"]
+
 [[package]]
 name = "pyreadline3"
 version = "3.5.4"
@@ -1903,6 +3616,17 @@ files = [
 [package.extras]
 dev = ["build", "flake8", "mypy", "pytest", "twine"]
 
+[[package]]
+name = "pysbd"
+version = "0.3.4"
+description = "pysbd (Python Sentence Boundary Disambiguation) is a rule-based sentence boundary detection that works out-of-the-box across many languages."
+optional = false
+python-versions = ">=3"
+groups = ["main"]
+files = [
+    {file = "pysbd-0.3.4-py3-none-any.whl", hash = "sha256:cd838939b7b0b185fcf86b0baf6636667dfb6e474743beeff878e9f42e022953"},
+]
+
 [[package]]
 name = "pyserial"
 version = "3.5"
@@ -1939,7 +3663,7 @@ pyserial = "*"
 name = "pytest"
 version = "8.3.5"
 description = "pytest: simple powerful testing with Python"
-optional = false
+optional = true
 python-versions = ">=3.8"
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+]
+
 [[package]]
 name = "requests"
 version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
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@@ -1991,13 +3977,70 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
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+description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+optional = false
+python-versions = ">=3.8.0"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
+markdown-it-py = ">=2.2.0"
+pygments = ">=2.13.0,<3.0.0"
+
+[package.extras]
+jupyter = ["ipywidgets (>=7.5.1,<9)"]
+
+[[package]]
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+description = ""
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
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+dev = ["safetensors[all]"]
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+mlx = ["mlx (>=0.0.9)"]
+numpy = ["numpy (>=1.21.6)"]
+paddlepaddle = ["paddlepaddle (>=2.4.1)", "safetensors[numpy]"]
+pinned-tf = ["safetensors[numpy]", "tensorflow (==2.18.0)"]
+quality = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "isort (>=5.5.4)"]
+tensorflow = ["safetensors[numpy]", "tensorflow (>=2.11.0)"]
+testing = ["h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "hypothesis (>=6.70.2)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "safetensors[numpy]", "setuptools-rust (>=1.5.2)"]
+torch = ["safetensors[numpy]", "torch (>=1.10)"]
+
 [[package]]
 name = "scikit-learn"
 version = "1.6.1"
 description = "A set of python modules for machine learning and data mining"
 optional = false
 python-versions = ">=3.9"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
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@@ -2052,7 +4095,7 @@ version = "1.15.2"
 description = "Fundamental algorithms for scientific computing in Python"
 optional = false
 python-versions = ">=3.10"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
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@@ -2131,6 +4174,56 @@ enabler = ["pytest-enabler (>=2.2)"]
 test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
 type = ["importlib_metadata (>=7.0.2) ; python_version < \"3.10\"", "jaraco.develop (>=7.21) ; sys_platform != \"cygwin\"", "mypy (==1.14.*)", "pytest-mypy"]
 
+[[package]]
+name = "shellingham"
+version = "1.5.4"
+description = "Tool to Detect Surrounding Shell"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
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+    {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"},
+]
+
+[[package]]
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+version = "1.17.0"
+description = "Python 2 and 3 compatibility utilities"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main"]
+files = [
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+    {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
+]
+
+[[package]]
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+version = "7.1.0"
+description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)"
+optional = false
+python-versions = "<4.0,>=3.7"
+groups = ["main"]
+files = [
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+    {file = "smart_open-7.1.0.tar.gz", hash = "sha256:a4f09f84f0f6d3637c6543aca7b5487438877a21360e7368ccf1f704789752ba"},
+]
+
+[package.dependencies]
+wrapt = "*"
+
+[package.extras]
+all = ["azure-common", "azure-core", "azure-storage-blob", "boto3", "google-cloud-storage (>=2.6.0)", "paramiko", "requests", "zstandard"]
+azure = ["azure-common", "azure-core", "azure-storage-blob"]
+gcs = ["google-cloud-storage (>=2.6.0)"]
+http = ["requests"]
+s3 = ["boto3"]
+ssh = ["paramiko"]
+test = ["awscli", "azure-common", "azure-core", "azure-storage-blob", "boto3", "google-cloud-storage (>=2.6.0)", "moto[server]", "numpy", "paramiko", "pyopenssl", "pytest", "pytest-benchmark", "pytest-rerunfailures", "requests", "responses", "zstandard"]
+webhdfs = ["requests"]
+zst = ["zstandard"]
+
 [[package]]
 name = "sniffio"
 version = "1.3.1"
@@ -2170,7 +4263,7 @@ version = "0.13.1"
 description = "An audio library based on libsndfile, CFFI and NumPy"
 optional = false
 python-versions = "*"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
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@@ -2192,7 +4285,7 @@ version = "0.5.0.post1"
 description = "High quality, one-dimensional sample-rate conversion library"
 optional = false
 python-versions = ">=3.9"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
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@@ -2224,6 +4317,169 @@ numpy = "*"
 docs = ["linkify-it-py", "myst-parser", "sphinx", "sphinx-book-theme"]
 test = ["pytest"]
 
+[[package]]
+name = "spacy"
+version = "3.7.5"
+description = "Industrial-strength Natural Language Processing (NLP) in Python"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
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+groups = ["main"]
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+
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+python-versions = ">=3.7"
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+
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 version = "13.1"
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+
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+    {file = "wrapt-1.17.2.tar.gz", hash = "sha256:41388e9d4d1522446fe79d3213196bd9e3b301a336965b9e27ca2788ebd122f3"},
+]
+
 [[package]]
 name = "yarl"
 version = "1.18.3"
 description = "Yet another URL library"
 optional = false
 python-versions = ">=3.9"
-groups = ["general"]
+groups = ["main", "general"]
 files = [
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"},
@@ -2531,4 +5389,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = "~3.11"
-content-hash = "ff0abefbbcac8d3066fe63e2a9f8af9e03a7292176a9d3f65d80f7bf6314ea8b"
+content-hash = "5d2208de28e96c2a174dfd0ec05f2b75c986c5ca228a64ac93ac529eef8f23fa"
diff --git a/pyproject.toml b/pyproject.toml
index 2c98a3d..911d442 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,6 +13,7 @@ packages = [
 [tool.poetry.dependencies]
 python = "~3.11"
 setuptools= ">=77"
+coqui-tts = "0.26"
 
 [tool.poetry.group.general.dependencies]
 requests="2.32.3"
@@ -36,7 +37,7 @@ auracast = { git = "ssh://git@ssh.pstruebi.xyz:222/auracaster/bumble-auracast.gi
 
 
 [tool.poetry.group.dev.dependencies]
-pytest = ">8.2"
+pytest = {version=">8.2", optional=true}
 
 [tool.pytest.ini_options]
 addopts = [
diff --git a/src/translator_models/translator_models.py b/src/translator_models/translator_models.py
index 938c30c..a004c31 100644
--- a/src/translator_models/translator_models.py
+++ b/src/translator_models/translator_models.py
@@ -35,12 +35,18 @@ class TranslatorLangConfig(BaseModel):
     # llm_host_url: str | None = 'http://localhost:11434'
     # llm_host_token: str | None = None
     
-    tts_system: str = 'piper'
-    tts_model: str ='de_DE-kerstin-low'
+    tts_system: str = 'piper'  # Options: 'piper', 'xtts'
+    tts_model: str = 'de_DE-kerstin-low'  # For piper: model name, for xtts: unused
+    tts_language: str = 'de'  # Language code for XTTS
+    tts_speaker: Optional[str] = None  # Speaker name for XTTS
 
 
 class TranslatorConfig(BaseModel):
-    deu: TranslatorLangConfig = TranslatorLangConfig(tts_model = 'de_DE-thorsten-high')
+    deu: TranslatorLangConfig = TranslatorLangConfig(
+        tts_system='xtts',
+        tts_language='de',
+        tts_speaker='Annmarie Nele'
+    )
     eng: TranslatorLangConfig = TranslatorLangConfig(tts_model = 'en_GB-alba-medium')
     fra: TranslatorLangConfig = TranslatorLangConfig(tts_model = 'fr_FR-siwis-medium')
     spa: TranslatorLangConfig = TranslatorLangConfig(tts_model = 'es_ES-sharvard-medium')
diff --git a/src/voice_models/request_models.py b/src/voice_models/request_models.py
index 69edbc0..f20d76f 100644
--- a/src/voice_models/request_models.py
+++ b/src/voice_models/request_models.py
@@ -1,4 +1,5 @@
 from pydantic import BaseModel
+from typing import Optional
 
 class SynthesizeRequest(BaseModel):
     text: str
@@ -6,4 +7,6 @@ class SynthesizeRequest(BaseModel):
     framework: str = "piper"
     model: str = "en_US-lessac-medium"
     return_lc3: bool = False
-
+    language: str = "en"  # Language code for XTTS
+    speaker: Optional[str] = None  # Speaker name for XTTS
+    speaker_wav: Optional[str] = None  # Path to speaker sample for XTTS voice cloning
diff --git a/src/voice_provider/text_to_speech.py b/src/voice_provider/text_to_speech.py
index 2a4611f..a530b8f 100644
--- a/src/voice_provider/text_to_speech.py
+++ b/src/voice_provider/text_to_speech.py
@@ -1,4 +1,7 @@
 import os
+# Set environment variable to auto-accept Coqui TTS license
+os.environ["COQUI_TOS_AGREED"] = "1"
+
 import shutil
 import subprocess
 import time
@@ -6,9 +9,28 @@ import json
 import logging as log
 import numpy as np
 import asyncio
+import torch
 from voice_provider.utils.resample import resample_array
 from voice_provider.utils.encode_lc3 import encode_lc3
 
+# Now import TTS - the license will be auto-accepted
+from TTS.api import TTS
+
+# Get device for XTTS
+if torch.cuda.is_available():
+    log.info('XTTS will run on GPU')
+    XTTS_DEVICE = "cuda"  
+else:
+    log.info('XTTS will run on CPU')
+    XTTS_DEVICE = "cpu"
+
+# Load XTTS model globally - only once
+log.info("Initializing XTTS model...")
+start_init = time.time()
+XTTS_MODEL = TTS("tts_models/multilingual/multi-dataset/xtts_v2").to(XTTS_DEVICE)
+end_init = time.time()
+log.info(f"XTTS initialization completed in {end_init - start_init:.2f} seconds")
+
 PIPER_EXE = shutil.which('piper')
 
 TTS_DIR = os.path.join(os.path.dirname(__file__))
@@ -26,7 +48,7 @@ def synth_piper(text, model="en_US-lessac-medium"):
     ret = subprocess.run( # TODO: wrap this whole thing in a class and open a permanent pipe to the model 
         [
             PIPER_EXE, 
-            '--cuda',
+            #'--cuda',
             '--model', model, 
             '--output-raw'
         ], 
@@ -52,7 +74,10 @@ def synthesize(
         target_sample_rate, 
         framework, 
         model="en_US-lessac-medium", 
-        return_lc3=True
+        return_lc3=True,
+        language="en",
+        speaker=None,
+        speaker_wav=None
         ):
 
     if framework == 'piper':
@@ -64,7 +89,38 @@ def synthesize(
     elif framework == 'koro':
         pass
     elif framework == 'xtts':
-        pass
+        start = time.time()
+        
+        # Generate audio using XTTS
+        # XTTS always outputs at 24kHz
+        xtts_sample_rate = 24000  
+        
+        # Validate speaker parameters - XTTS needs either speaker or speaker_wav
+        if speaker is None and speaker_wav is None:
+            # Use the first available speaker if none specified
+            speaker = XTTS_MODEL.speakers[0]
+            log.info(f"No speaker specified, using default: {speaker}")
+        
+        # Generate audio samples using tts.tts
+        if speaker_wav:
+            log.info(f"Generating XTTS audio with speaker_wav: {speaker_wav}")
+            audio_list = XTTS_MODEL.tts(text=text, speaker_wav=speaker_wav, language=language)
+        else:
+            log.info(f"Generating XTTS audio with speaker: {speaker}")
+            audio_list = XTTS_MODEL.tts(text=text, speaker=speaker, language=language)
+        
+        # Ensure audio_np is a numpy array and properly scaled
+        audio_np = np.array(audio_list, dtype=np.float32)# / (2**15-1)
+
+        # Log some info about the audio data
+        log.info(f"XTTS audio shape: {audio_np.shape}, dtype: {audio_np.dtype}, " 
+                f"min: {audio_np.min():.4f}, max: {audio_np.max():.4f}")
+        
+        # Resample from 24kHz to target sample rate with speedup factor
+        audio = resample_array(audio_np, xtts_sample_rate, target_sample_rate, speedup=1.05)
+        
+        log.info(f"XTTS synthesis completed in {time.time() - start:.2f} seconds")
+
     elif framework == 'zonos':
         pass
     else: raise NotImplementedError('unknown framework')
@@ -82,7 +138,10 @@ async def synthesize_async(
         target_sample_rate, 
         framework, 
         model="en_US-lessac-medium", 
-        return_lc3=True
+        return_lc3=True,
+        language="en",
+        speaker=None,
+        speaker_wav=None
         ):
     """
     Asynchronous version of the synthesize function that runs in a thread pool.
@@ -90,9 +149,12 @@ async def synthesize_async(
     Args:
         text: Text to synthesize
         target_sample_rate: Target sample rate for the audio
-        framework: TTS framework to use (e.g., 'piper')
+        framework: TTS framework to use (e.g., 'piper', 'xtts')
         model: Model to use for synthesis
         return_lc3: Whether to return LC3-encoded audio
+        language: Language code (used by XTTS)
+        speaker: Speaker ID for XTTS
+        speaker_wav: Path to speaker sample for XTTS voice cloning
         
     Returns:
         LC3-encoded audio as string or raw audio as numpy array
@@ -101,23 +163,64 @@ async def synthesize_async(
     loop = asyncio.get_event_loop()
     result = await loop.run_in_executor(
         None,
-        lambda: synthesize(text, target_sample_rate, framework, model, return_lc3)
+        lambda: synthesize(
+            text, 
+            target_sample_rate, 
+            framework, 
+            model, 
+            return_lc3,
+            language,
+            speaker,
+            speaker_wav
+        )
     )
     return result
 
 
 if __name__ == '__main__':
-    import logging
     import soundfile as sf
 
-    logging.basicConfig(
-        level=logging.INFO,
+    log.basicConfig(
+        level=log.INFO,
         format='%(module)s.py:%(lineno)d %(levelname)s: %(message)s'
     )
-    target_rate=16000
+    target_rate = 16000
 
-    audio = synthesize('Hello World', target_rate, 'piper', model= 'de_DE-kerstin-low', return_lc3=False)
+    # First, print available XTTS speakers
+    print("Available XTTS speakers:")
+    print(XTTS_MODEL.speakers)
+    
+    # Demo of Piper
+    print("Testing Piper TTS...")
+    audio_piper = synthesize('Hello World', target_rate, 'piper', model='de_DE-kerstin-low', return_lc3=False)
+    sf.write('hello_piper.wav', audio_piper, target_rate)
 
-    sf.write('hello.wav', audio, target_rate)
+    # Demo of XTTS with Annmarie Nele for German
+    german_speaker = 'Annmarie Nele'
+    print(f"Testing XTTS with German language using speaker: {german_speaker}")
+    text_to_synthesize = "Dies ist ein Test der XTTS Stimme auf Deutsch mit Annmarie Nele als Sprecherin."
+    
+    audio_xtts = synthesize(
+        text=text_to_synthesize,
+        target_sample_rate=target_rate,
+        framework='xtts',
+        language='de',
+        speaker=german_speaker,
+        return_lc3=False
+    )
+    
+    # Save the wav file
+    sf.write('hello_xtts_german.wav', audio_xtts, target_rate)
+    
+    # Also test with LC3 encoding
+    lc3_xtts = synthesize(
+        text=text_to_synthesize,
+        target_sample_rate=target_rate,
+        framework='xtts',
+        language='de',
+        speaker=german_speaker,
+        return_lc3=True
+    )
+    print(f"Generated LC3 data length: {len(lc3_xtts)} bytes")
 
     print('Done.')
diff --git a/src/voice_provider/tts_server.py b/src/voice_provider/tts_server.py
index 6ce8fe1..d430338 100644
--- a/src/voice_provider/tts_server.py
+++ b/src/voice_provider/tts_server.py
@@ -17,7 +17,10 @@ async def synthesize_speech(request: SynthesizeRequest):
             target_sample_rate=request.target_sample_rate,
             framework=request.framework,
             model=request.model,
-            return_lc3=request.return_lc3
+            return_lc3=request.return_lc3,
+            language=request.language,
+            speaker=request.speaker,
+            speaker_wav=request.speaker_wav
         )
 
         if request.return_lc3:
diff --git a/src/voice_provider/utils/resample.py b/src/voice_provider/utils/resample.py
index 56f41d7..9d26ef3 100644
--- a/src/voice_provider/utils/resample.py
+++ b/src/voice_provider/utils/resample.py
@@ -24,20 +24,29 @@ def resample_file(filename, out_filename, target_rate):
     log.info("Resampling of %s took  %s s", os.path.basename(filename), round(time.time() - start, 3))
 
 
-def resample_array(audio, rate, target_rate):
+def resample_array(audio, rate, target_rate, speedup=1.0):
     start=time.time()
     # Load the original audio file
 
-    if rate == target_rate: # Nothing to do 
-        log.info('audio already at target rate, skipping resample')
+    if rate == target_rate and speedup == 1.0: # Nothing to do 
+        log.info('audio already at target rate with no speedup, skipping resample')
         return audio
 
+    # Apply speedup if needed
+    if speedup != 1.0:
+        # When speeding up, we need to resample to a lower rate first
+        # This effectively shortens the audio duration
+        effective_orig_sr = rate * speedup
+        log.info(f"Applying speedup factor of {speedup}")
+    else:
+        effective_orig_sr = rate
+
     # Convert the sample rate to target rate
-    resampled_audio = librosa.resample(audio, orig_sr=rate, target_sr=target_rate)
+    resampled_audio = librosa.resample(audio, orig_sr=effective_orig_sr, target_sr=target_rate)
 
     # Save the resampled audio as a new .wav file
     
-    log.info("Resampling took  %s s", round(time.time() - start, 3))
+    log.info("Resampling took %s s", round(time.time() - start, 3))
     return resampled_audio