diff --git a/pyproject.toml b/pyproject.toml
index 6a48191..1d751f9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -20,7 +20,7 @@ dependencies = [
 
 [project.optional-dependencies]
 ui = [
-  "gradio==6.3.0",
+  "gradio==6.15.0",
   "matplotlib>=3.10.8",
   "accelerate>=1.13.0",
 ]
diff --git a/uv.lock b/uv.lock
index 8d7ef95..05cd6bf 100644
--- a/uv.lock
+++ b/uv.lock
@@ -42,15 +42,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/7e/46/02ac5e262d4af18054b3e922b2baedbb2a03289ee792162de60a865defc5/accelerate-1.13.0-py3-none-any.whl", hash = "sha256:cf1a3efb96c18f7b152eb0fa7490f3710b19c3f395699358f08decca2b8b62e0", size = 383744, upload-time = "2026-03-04T19:34:10.313Z" },
 ]
 
-[[package]]
-name = "aiofiles"
-version = "24.1.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0b/03/a88171e277e8caa88a4c77808c20ebb04ba74cc4681bf1e9416c862de237/aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c", size = 30247, upload-time = "2024-06-24T11:02:03.584Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/a5/45/30bb92d442636f570cb5651bc661f52b610e2eec3f891a5dc3a4c3667db0/aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5", size = 15896, upload-time = "2024-06-24T11:02:01.529Z" },
-]
-
 [[package]]
 name = "aiohappyeyeballs"
 version = "2.6.1"
@@ -724,15 +715,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e4/72/42e900510195b23a56bde950d26a51f8b723846bfcaa0286e90287f0422b/fastapi-0.135.1-py3-none-any.whl", hash = "sha256:46e2fc5745924b7c840f71ddd277382af29ce1cdb7d5eab5bf697e3fb9999c9e", size = 116999, upload-time = "2026-03-01T18:18:30.831Z" },
 ]
 
-[[package]]
-name = "ffmpy"
-version = "1.0.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/7d/d2/1c4c582d71bcc65c76fa69fab85de6257d50fdf6fd4a2317c53917e9a581/ffmpy-1.0.0.tar.gz", hash = "sha256:b12932e95435c8820f1cd041024402765f821971e4bae753b327fc02a6e12f8b", size = 5101, upload-time = "2025-11-11T06:24:23.856Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/55/56/dd3669eccebb6d8ac81e624542ebd53fe6f08e1b8f2f8d50aeb7e3b83f99/ffmpy-1.0.0-py3-none-any.whl", hash = "sha256:5640e5f0fd03fb6236d0e119b16ccf6522db1c826fdf35dcb87087b60fd7504f", size = 5614, upload-time = "2025-11-11T06:24:22.818Z" },
-]
-
 [[package]]
 name = "filelock"
 version = "3.25.2"
@@ -936,17 +918,16 @@ http = [
 
 [[package]]
 name = "gradio"
-version = "6.3.0"
+version = "6.15.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "aiofiles" },
     { name = "anyio" },
     { name = "audioop-lts", marker = "python_full_version >= '3.13'" },
     { name = "brotli" },
     { name = "fastapi" },
-    { name = "ffmpy" },
     { name = "gradio-client" },
     { name = "groovy" },
+    { name = "hf-gradio" },
     { name = "httpx" },
     { name = "huggingface-hub" },
     { name = "jinja2" },
@@ -960,6 +941,7 @@ dependencies = [
     { name = "pydantic" },
     { name = "pydub" },
     { name = "python-multipart" },
+    { name = "pytz" },
     { name = "pyyaml" },
     { name = "safehttpx" },
     { name = "semantic-version" },
@@ -969,14 +951,14 @@ dependencies = [
     { name = "typing-extensions" },
     { name = "uvicorn" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/75/53/b11072617ee422b1fa1c10d72fef2bae862e4b217fe95761bc6f41d85e50/gradio-6.3.0.tar.gz", hash = "sha256:fef669ff0515d6cb85503a11f78740d82d7f10e3c243777a8603831ea9633217", size = 38507982, upload-time = "2026-01-10T00:03:44.007Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/8f/7d/0f81cbbe84bcec5f1636428ea67cd7e7351c2939979cf9c89122ec2f6224/gradio-6.15.0.tar.gz", hash = "sha256:dce148292c95493990cbe358ac9f2295a11fa27bff218263e0422f004693270b", size = 36424891, upload-time = "2026-05-26T20:58:59.217Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/05/b8/dde879605be8e9e10fd3355fdbba0c3f5d2c062c0a558abadd58cf0acc80/gradio-6.3.0-py3-none-any.whl", hash = "sha256:f33d8a2b6ca240a85c502ac83f82d30a6a8c5fe6e59bfe6a2ad740ce2c677a3d", size = 22985655, upload-time = "2026-01-10T00:03:39.944Z" },
+    { url = "https://files.pythonhosted.org/packages/19/32/410b3f58814c9fcae51d835829e7923364d347a0f62693a044047a02baad/gradio-6.15.0-py3-none-any.whl", hash = "sha256:c71bf7aeb3fd788de9a97961ae97f06bfddd6a3cc4cf1bd0bd3c62d016849fc8", size = 20091423, upload-time = "2026-05-26T20:58:55.146Z" },
 ]
 
 [[package]]
 name = "gradio-client"
-version = "2.0.3"
+version = "2.5.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "fsspec" },
@@ -985,9 +967,9 @@ dependencies = [
     { name = "packaging" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/d4/75/5c971cc80a6a477f038c66869178684c5010fd61b232277c120c61588d74/gradio_client-2.0.3.tar.gz", hash = "sha256:8f1cec02dccaf64ac0285ed60479a2b0db3778dfe74c85a36d7ec9a95daeccc4", size = 55027, upload-time = "2026-01-10T00:03:56.446Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e8/e6/6b6029f5fe2ad7f1211105d530e34d991014c2cae463f9223033031cfc4f/gradio_client-2.5.0.tar.gz", hash = "sha256:4cde99bad62149595c30c90876ca2e405e3a13687ecf895474f3412cb476673d", size = 59013, upload-time = "2026-04-20T23:16:21.518Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/70/11/758b76a14e1783549c71828b36e81c997b99683bc4ec14b28417dff3348f/gradio_client-2.0.3-py3-none-any.whl", hash = "sha256:bcc88da74e3a387bcd41535578abbafe2091bcf4715c9542111804741b9e50b0", size = 55669, upload-time = "2026-01-10T00:03:54.262Z" },
+    { url = "https://files.pythonhosted.org/packages/78/81/0a861b8e1ff42960139c6cd4c7dd591292fa09ea1ae2d87677441cba4c00/gradio_client-2.5.0-py3-none-any.whl", hash = "sha256:d43e2179c29076292a76485ad7ed2e6eaa19d14ac58283bd7f5beabfe4ca958c", size = 59952, upload-time = "2026-04-20T23:16:20.186Z" },
 ]
 
 [[package]]
@@ -1008,6 +990,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86", size = 37515, upload-time = "2025-04-24T03:35:24.344Z" },
 ]
 
+[[package]]
+name = "hf-gradio"
+version = "0.4.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "gradio-client" },
+    { name = "typer" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ce/86/c9694b7cfada5780e75769e60dc161a161f4dd7fc91b61db5e3a3338bef9/hf_gradio-0.4.1.tar.gz", hash = "sha256:a017d942618f0d495a58ee4563047fa04bef614c00e0cb789a9a6d0633cffa7b", size = 6560, upload-time = "2026-04-22T14:01:32.334Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/30/2d/afff2ee87e75d8eb85c92bb8cf0e15b05c23c2ebd8fd8dec781d8601ed7f/hf_gradio-0.4.1-py3-none-any.whl", hash = "sha256:76b8cb8be6abe62d74c1ad2d35b42f0629db89aa9e1a8d033cecfe7c856eeab3", size = 4482, upload-time = "2026-04-17T19:53:31.827Z" },
+]
+
 [[package]]
 name = "hf-xet"
 version = "1.4.2"
@@ -2932,7 +2927,7 @@ requires-dist = [
     { name = "dill", marker = "extra == 'lora'", specifier = ">=0.4.1" },
     { name = "einops", specifier = ">=0.8.2" },
     { name = "einops-exts", specifier = ">=0.0.4" },
-    { name = "gradio", marker = "extra == 'ui'", specifier = "==6.3.0" },
+    { name = "gradio", marker = "extra == 'ui'", specifier = "==6.15.0" },
     { name = "huggingface-hub", specifier = ">=1.7.1" },
     { name = "matplotlib", marker = "extra == 'ui'", specifier = ">=3.10.8" },
     { name = "numpy", specifier = ">=2.2.6" },