From 85ec19b310973d21d7240629c3c093c0ae27f77e Mon Sep 17 00:00:00 2001
From: Totto16 <tobiausgais@gmail.com>
Date: Mon, 2 Oct 2023 20:31:04 +0200
Subject: [PATCH 01/12] increment python version number to python 3.12

---
 .github/workflows/CI.yml | 6 +++---
 .gitlab-ci.yml           | 5 ++---
 Pipfile                  | 2 +-
 pyproject.toml           | 6 +++---
 sonar-project.properties | 2 +-
 5 files changed, 10 insertions(+), 11 deletions(-)

diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
index aed1660..5956b66 100644
--- a/.github/workflows/CI.yml
+++ b/.github/workflows/CI.yml
@@ -10,7 +10,7 @@ jobs:
         name: Lint with Mypy
         runs-on: ubuntu-latest
         container:
-            image: python:3.11-bookworm
+            image: python:3.12-bookworm
         steps:
             - uses: actions/checkout@v3
               with:
@@ -29,7 +29,7 @@ jobs:
         name: Test with pytest
         runs-on: ubuntu-latest
         container:
-            image: python:3.11-bookworm
+            image: python:3.12-bookworm
         steps:
             - uses: actions/checkout@v3
               with:
@@ -58,7 +58,7 @@ jobs:
             - name: prepare environment
               run: |
                   sudo apt-get update
-                  sudo apt-get install python3.11 --install-recommends ffmpeg -y
+                  sudo apt-get install python3.12 --install-recommends ffmpeg -y
                   pip install pipenv -U --quiet
                   pipenv install --dev
             - name: run coverage report
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 93a9833..4b17465 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -7,7 +7,7 @@ stages: # List of stages for jobs, and their order of execution
 python-lint-job:
     stage: python_checks
     allow_failure: false
-    image: python:3.11-bookworm
+    image: python:3.12-bookworm
     script:
         - pip install pipenv -U --quiet
         - pipenv install --dev
@@ -16,7 +16,7 @@ python-lint-job:
 python-test-job:
     stage: python_checks
     allow_failure: false
-    image: python:3.11-bookworm
+    image: python:3.12-bookworm
     script:
         - pip install pipenv -U --quiet
         - pipenv install --dev
@@ -42,7 +42,6 @@ sonarqube-check:
     script:
         - pip install pipenv -U --quiet
         - pipenv install --dev
-        # TODO:check if this is even debian / ubuntu or alpine and install ffprobe
         - sudo apt-get update
         - sudo apt-get install ffmpeg -y
         - pipenv run coverage
diff --git a/Pipfile b/Pipfile
index 8108017..9272136 100644
--- a/Pipfile
+++ b/Pipfile
@@ -43,4 +43,4 @@ extract_translation = "pygettext3 -d video_language_detect -o locales/video_lang
 generate_translation = "bash -c 'for PO_FILE in locales/*/LC_MESSAGES/*.po; do MO_FILE=\"${PO_FILE/.po/.mo}\"; msgfmt -o \"$MO_FILE\" \"$PO_FILE\"; done'"
 
 [requires]
-python_version = "3.11"
+python_version = "3.12"
diff --git a/pyproject.toml b/pyproject.toml
index d07e274..c553ea3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -18,7 +18,7 @@ ignore = [
     "UP007",   # UP007      =>  non-pep604-annotation  (Union[a,b] => a|b is fine, but i like Optional[a] better then a|None)
     "ANN401",  # ANN401     =>  any-type 
     "D",       # pydocstyle => I don't use doc strings atm. 
-    "C90",     # mccabe     => complexity isn't of concern tam.
+    "C90",     # mccabe     => complexity isn't of concern atm.
     "FIX",     # todo activate
     "TD",      # todo activate,
 ]
@@ -26,8 +26,8 @@ ignore = [
 # 88 (standard) is to small
 line-length = 100
 
-# Target Python version is 3.11.
-target-version = "py311"
+# Target Python version is 3.12.
+target-version = "py312"
 
 per-file-ignores = { "__init__.py" = [
     "E402", # Ignore `E402` (import violations) in all `__init__.py` files
diff --git a/sonar-project.properties b/sonar-project.properties
index 890528a..111a0a3 100644
--- a/sonar-project.properties
+++ b/sonar-project.properties
@@ -1,6 +1,6 @@
 sonar.projectKey=Video-Language-Detection
 sonar.qualitygate.wait=true
-sonar.python.version=3.11
+sonar.python.version=3.12
 sonar.sources=src/
 sonar.dependencyCheck.jsonReportPath=/github/workspace/reports/dependency-check-report.json
 sonar.dependencyCheck.htmlReportPath=/github/workspace/reports/dependency-check-report.html

From 4a0840eb0ac570b1b624b614bd31994cf807c6be Mon Sep 17 00:00:00 2001
From: Totto16 <tobiausgais@gmail.com>
Date: Mon, 2 Oct 2023 21:15:50 +0200
Subject: [PATCH 02/12] Pipfile deactivate dependencies, that are not available
 yet for python 3.12

---
 Pipfile | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/Pipfile b/Pipfile
index 9272136..f3ee740 100644
--- a/Pipfile
+++ b/Pipfile
@@ -4,10 +4,10 @@ verify_ssl = true
 name = "pypi"
 
 [packages]
+# torchaudio = "*"
+# speechbrain = "*"
+# torchvision = "*"
 python-ffmpeg = "*"
-torchaudio = "*"
-speechbrain = "*"
-torchvision = "*"
 pynvml = "*"
 humanize = "*"
 enlighten = "*"

From 60bbbf07af15f0bd42a8b0e8ad8de041f1d0378d Mon Sep 17 00:00:00 2001
From: Totto16 <tobiausgais@gmail.com>
Date: Mon, 2 Oct 2023 21:16:03 +0200
Subject: [PATCH 03/12] use python 3.12 syntax for generics

---
 src/content/general.py | 14 ++------------
 1 file changed, 2 insertions(+), 12 deletions(-)

diff --git a/src/content/general.py b/src/content/general.py
index 1529309..d18c5aa 100644
--- a/src/content/general.py
+++ b/src/content/general.py
@@ -5,11 +5,9 @@
 from pathlib import Path
 from typing import (
     Any,
-    Generic,
     Optional,
     Self,
     TypedDict,
-    TypeVar,
     cast,
 )
 
@@ -432,12 +430,7 @@ def parse_series_name(self: Self, _name: str) -> Optional[tuple[str, int]]:
         raise MissingOverrideError
 
 
-C = TypeVar("C")
-CT = TypeVar("CT")
-RT = TypeVar("RT")
-
-
-class Callback(Generic[C, CT, RT]):
+class Callback[C, CT, RT]:
     def __init__(self: Self) -> None:
         pass
 
@@ -491,10 +484,7 @@ def get_saved(self: Self) -> RT:
         raise MissingOverrideError
 
 
-SF = TypeVar("SF")
-
-
-def safe_index(ls: list[SF], item: SF) -> Optional[int]:
+def safe_index[SF](ls: list[SF], item: SF) -> Optional[int]:
     try:
         return ls.index(item)
     except ValueError:

From 0c88d44403e716956f71a0f7c84dd3de95cb0e0f Mon Sep 17 00:00:00 2001
From: Totto16 <tobiausgais@gmail.com>
Date: Wed, 4 Oct 2023 23:16:10 +0200
Subject: [PATCH 04/12] fix small pipenv shell issues

---
 Pipfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Pipfile b/Pipfile
index f3ee740..1469000 100644
--- a/Pipfile
+++ b/Pipfile
@@ -31,7 +31,7 @@ chardet = "*"
 
 [scripts]
 check = "python src/entry.py"
-lint = "bash -c 'pipenv run mypy; pipenv run ruff'"
+lint = "bash -c 'pipenv run mypy && pipenv run ruff'"
 mypy = "mypy src/ tests/ ffmpeg/ --strict --ignore-missing-imports --enable-incomplete-feature=Unpack "
 ruff = "ruff check src/ tests/ ffmpeg/"
 ruff-ci = "ruff check src/ tests/ ffmpeg/ --format=github"

From 2709235640f3a248e0310f92cd1d5163f59610b4 Mon Sep 17 00:00:00 2001
From: Totto16 <tobiausgais@gmail.com>
Date: Thu, 14 Dec 2023 03:21:39 +0100
Subject: [PATCH 05/12] update submodule

---
 IMDB2sql | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/IMDB2sql b/IMDB2sql
index fb48635..84af910 160000
--- a/IMDB2sql
+++ b/IMDB2sql
@@ -1 +1 @@
-Subproject commit fb48635f0bc6e0c9202b96b5c7c102e63f11bdf2
+Subproject commit 84af9108856767377c0801f23a7dffa1351196fc

From 102164c0aec48b2fd00380e2bae1eb4372355fa5 Mon Sep 17 00:00:00 2001
From: Totto16 <tobiausgais@gmail.com>
Date: Thu, 14 Dec 2023 03:23:08 +0100
Subject: [PATCH 06/12] update Pipfile to use pre-release pytorch dependencies

---
 Pipfile | 18 ++++++++++++++----
 1 file changed, 14 insertions(+), 4 deletions(-)

diff --git a/Pipfile b/Pipfile
index 1469000..fe70de8 100644
--- a/Pipfile
+++ b/Pipfile
@@ -1,12 +1,22 @@
+
 [[source]]
 url = "https://pypi.org/simple"
 verify_ssl = true
 name = "pypi"
 
+
+[[source]]
+url = "https://download.pytorch.org/whl/nightly/cpu"
+verify_ssl = true
+name = "pytorch-dev"
+allow_prereleases = true
+
+
 [packages]
-# torchaudio = "*"
-# speechbrain = "*"
-# torchvision = "*"
+torchaudio = {version=">=2.2.0.dev20231213+cpu", index="pytorch-dev"}
+torchvision = {version=">=0.18.0.dev20231213+cpu", index="pytorch-dev"}
+torch = {version=">=2.2.0.dev20231213+cpu", index="pytorch-dev"}
+speechbrain = "*"
 python-ffmpeg = "*"
 pynvml = "*"
 humanize = "*"
@@ -32,7 +42,7 @@ chardet = "*"
 [scripts]
 check = "python src/entry.py"
 lint = "bash -c 'pipenv run mypy && pipenv run ruff'"
-mypy = "mypy src/ tests/ ffmpeg/ --strict --ignore-missing-imports --enable-incomplete-feature=Unpack "
+mypy = "mypy src/ tests/ ffmpeg/ --strict --ignore-missing-imports"
 ruff = "ruff check src/ tests/ ffmpeg/"
 ruff-ci = "ruff check src/ tests/ ffmpeg/ --format=github"
 ruff-fix = "ruff check src/ tests/ ffmpeg/ --fix"

From 248f2e603f9f72e68eb552f804c6356bb9e4f740 Mon Sep 17 00:00:00 2001
From: Totto16 <tobiausgais@gmail.com>
Date: Thu, 14 Dec 2023 03:24:47 +0100
Subject: [PATCH 07/12] also check in Pipfile.lock, to be able to pinpoint
 dependencies to an exact version

---
 .gitignore   |    2 +-
 Pipfile.lock | 1639 ++++++++++++++++++++++++++++++++++++++++++++++++++
 2 files changed, 1640 insertions(+), 1 deletion(-)
 create mode 100644 Pipfile.lock

diff --git a/.gitignore b/.gitignore
index 3884465..028098e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,5 @@
 __pycache__
 .mypy_cache
-Pipfile.lock
 model/
 /src/tmp/
 /data/
@@ -9,3 +8,4 @@ model/
 /.coverage
 /coverage.xml
 /config.ini
+/config.yaml
diff --git a/Pipfile.lock b/Pipfile.lock
new file mode 100644
index 0000000..0c15d3b
--- /dev/null
+++ b/Pipfile.lock
@@ -0,0 +1,1639 @@
+{
+    "_meta": {
+        "hash": {
+            "sha256": "83ac7c459bc91cd1436bde9e17a1c2700976804d90a208b48560cd89a451709c"
+        },
+        "pipfile-spec": 6,
+        "requires": {
+            "python_version": "3.12"
+        },
+        "sources": [
+            {
+                "name": "pypi",
+                "url": "https://pypi.org/simple",
+                "verify_ssl": true
+            },
+            {
+                "allow_prereleases": true,
+                "name": "pytorch-dev",
+                "url": "https://download.pytorch.org/whl/nightly/cpu",
+                "verify_ssl": true
+            }
+        ]
+    },
+    "default": {
+        "apischema": {
+            "hashes": [
+                "sha256:0ba3ee6dd9f06f5b6fefdfeaeab8735d76318c1d09c8e7eab1f8225e1ddeebda",
+                "sha256:0d4afb686f94ed13a84ae6507eaf4b55958433fff9f96e511dbae8ac8a39c47b",
+                "sha256:0ed5569080a6028470232d9d86c05b3d963532c5e585cb0e31715d5f38738a16",
+                "sha256:131fd604b91a61ef163f33f9dc420acd13960103422a09f9d24950ca59356bb9",
+                "sha256:220aa56974f765dc100e875c66c688ff57bad3ae48d0aeaee4fb1ec90c5cd0fd",
+                "sha256:2df9072431ee1231bd7baa888c19f8e0be42f220e0b6bb59ae71b058959fd75c",
+                "sha256:355dc4dea7389f5b25f5326c26f06eebee8107efda7e82db8f09ee122cdf0c98",
+                "sha256:35f247ba29660661c6fa5c73007a326dda1d6c8b0c2d5b17bc05c3054e1fec50",
+                "sha256:3ba704e30ae29a4ddf89619e83380b42fc38d0b6a10dc5683fae7502da26e4d8",
+                "sha256:3e6ec44c1e8bb03c3e24f52265b176a50d0947cbc3662c9a0cfe1746ce975eba",
+                "sha256:4201e481cc4b15ad3f8c855540ad72d810641b5b766953db170405c852c26e9a",
+                "sha256:429f13d9e35379bf8187c41a3c05562f8149358128382a90e415c63db528d6a2",
+                "sha256:4b005d5a4baba32eccec5bb0fbd616f9fd26b6a5fb4f15e9a8bb53a948adade0",
+                "sha256:56a8acc8da59cf7a1052b5aec71d2f8ed6137b54aa1492709acb2c47f0547107",
+                "sha256:653492010d22acdcbe2240f0ceb3ca59de1b6d34640895e03fda15f944e216d8",
+                "sha256:69470927a530a3cf6ef12d491501acb0d44cf655479c3ec394d3346a1bed5e78",
+                "sha256:6a30e42eacfba0ed34a36a722e9b82cb49252c24e0a83ccc5b6dc504b39f4265",
+                "sha256:6ec576a421fdb28dfed027133564e60df1b266a0d481b99ad11bfe6fa9bfb607",
+                "sha256:832a692d6062db43cda09aea36c2dd98bdc2405e63db639200a2aeefcad76528",
+                "sha256:855f49d44d9068583daef1f11048bba7cc56b45ade2e07cb9dcd82ec1f29c58d",
+                "sha256:8e023d9bf9aa2d8004aedcac4cc5e66f0693953f8a37143f5054605441e336bb",
+                "sha256:9533867f4385e2656158a9e76fdc877bd0cf86fd7bb595d7ca0ff8bb7bf3611d",
+                "sha256:a475345391e8adb91ef53459f21d3330accc63f24e98a5de589703e5f49910c8",
+                "sha256:a62348374a42c47e311fa3a8945b3c54bf4b52029eda2c819be0a1b63280b04d",
+                "sha256:a9da90ce1e9e1b0970f62e6dac57a72667745d5f8a159a2c91e6f9905d286581",
+                "sha256:aa188ee00d12090e68e3ef3cc553540fd467702518cc3b329b2f22fa83a21a23",
+                "sha256:b3e5b0758f6cef5d76b8df1dfbbd23e961f7ec407141752ee434973b0d24e588",
+                "sha256:b5e8967186c7858f1ebd790ea3dd07bad6e6c6bb0eb173b96159491f847d193e",
+                "sha256:bd06fc6a52d461bd6540409cb25c1d51aae23b22fcd10b1fb002a3f7f1f15d0f",
+                "sha256:c8dd466ca0e0c4927dbdef1ca9ee1107d93b015589eed8521144a8ef4f465362",
+                "sha256:ce4afd900ac7a7110f19595616ab2151ca24e4249b9a7df2cc7a3b70addcef77",
+                "sha256:ce731cadf5374c7a243a1bd7b942246ecd9a1fed47fab455d15eaef1770511a6",
+                "sha256:cfa7ca98e8efa73351b55c57ec301ac9cd1743a6c3361482c31ae97d9db7aebc",
+                "sha256:d2a5824afe3406b9d328a26a82365ddcced6a4c5577b2341890063ba5739ca30",
+                "sha256:d2a5e965d427b8b42960dbf14c3820f88efe83634d5027d0e749c029f6e65117",
+                "sha256:d466ccc31cbc95b381037ed5b9e82e034f921eb28f8057263aefc2817678036f",
+                "sha256:d6d93afc3343762ea7c13931cc8932f3122915a28bc0961779ae3aaf842bb572",
+                "sha256:dfc8665978a2082af4574fe23ae3ce834f3989a109b7e876230f773764df4420",
+                "sha256:e0adb93fb0de2266e95cf4f4eab772a0cef1b1bec7b8e626eb2c63456920e6af",
+                "sha256:e0bcd088854a040b28ccfa9792637f432335c42bace144e0e0d7da7cf71eff20",
+                "sha256:efffadd579713945404f974322b54ca66f9cbd2a6d9f7e81956ac55305c3cf94",
+                "sha256:f1bbb9cc3c74151de2e9314cfe6192f218ed9a7f95e324a2e034d70512268b22",
+                "sha256:fb7a67f78fe225c463b9336d95aec02e412729aa910ae8c760d23ef867d3190d"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.7'",
+            "version": "==0.18.1"
+        },
+        "blessed": {
+            "hashes": [
+                "sha256:0c542922586a265e699188e52d5f5ac5ec0dd517e5a1041d90d2bbf23f906058",
+                "sha256:2cdd67f8746e048f00df47a2880f4d6acbcdb399031b604e34ba8f71d5787680"
+            ],
+            "markers": "python_version >= '2.7'",
+            "version": "==1.20.0"
+        },
+        "certifi": {
+            "hashes": [
+                "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1",
+                "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==2023.11.17"
+        },
+        "charset-normalizer": {
+            "hashes": [
+                "sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027",
+                "sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087",
+                "sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786",
+                "sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8",
+                "sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09",
+                "sha256:122c7fa62b130ed55f8f285bfd56d5f4b4a5b503609d181f9ad85e55c89f4185",
+                "sha256:1ceae2f17a9c33cb48e3263960dc5fc8005351ee19db217e9b1bb15d28c02574",
+                "sha256:1d3193f4a680c64b4b6a9115943538edb896edc190f0b222e73761716519268e",
+                "sha256:1f79682fbe303db92bc2b1136016a38a42e835d932bab5b3b1bfcfbf0640e519",
+                "sha256:2127566c664442652f024c837091890cb1942c30937add288223dc895793f898",
+                "sha256:22afcb9f253dac0696b5a4be4a1c0f8762f8239e21b99680099abd9b2b1b2269",
+                "sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3",
+                "sha256:2e81c7b9c8979ce92ed306c249d46894776a909505d8f5a4ba55b14206e3222f",
+                "sha256:3287761bc4ee9e33561a7e058c72ac0938c4f57fe49a09eae428fd88aafe7bb6",
+                "sha256:34d1c8da1e78d2e001f363791c98a272bb734000fcef47a491c1e3b0505657a8",
+                "sha256:37e55c8e51c236f95b033f6fb391d7d7970ba5fe7ff453dad675e88cf303377a",
+                "sha256:3d47fa203a7bd9c5b6cee4736ee84ca03b8ef23193c0d1ca99b5089f72645c73",
+                "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc",
+                "sha256:42cb296636fcc8b0644486d15c12376cb9fa75443e00fb25de0b8602e64c1714",
+                "sha256:45485e01ff4d3630ec0d9617310448a8702f70e9c01906b0d0118bdf9d124cf2",
+                "sha256:4a78b2b446bd7c934f5dcedc588903fb2f5eec172f3d29e52a9096a43722adfc",
+                "sha256:4ab2fe47fae9e0f9dee8c04187ce5d09f48eabe611be8259444906793ab7cbce",
+                "sha256:4d0d1650369165a14e14e1e47b372cfcb31d6ab44e6e33cb2d4e57265290044d",
+                "sha256:549a3a73da901d5bc3ce8d24e0600d1fa85524c10287f6004fbab87672bf3e1e",
+                "sha256:55086ee1064215781fff39a1af09518bc9255b50d6333f2e4c74ca09fac6a8f6",
+                "sha256:572c3763a264ba47b3cf708a44ce965d98555f618ca42c926a9c1616d8f34269",
+                "sha256:573f6eac48f4769d667c4442081b1794f52919e7edada77495aaed9236d13a96",
+                "sha256:5b4c145409bef602a690e7cfad0a15a55c13320ff7a3ad7ca59c13bb8ba4d45d",
+                "sha256:6463effa3186ea09411d50efc7d85360b38d5f09b870c48e4600f63af490e56a",
+                "sha256:65f6f63034100ead094b8744b3b97965785388f308a64cf8d7c34f2f2e5be0c4",
+                "sha256:663946639d296df6a2bb2aa51b60a2454ca1cb29835324c640dafb5ff2131a77",
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+                "sha256:7de792582f6e490ae6aef36a58d85df9f7a0cfd1b0d4fe6b4fb51803a3ac96fa",
+                "sha256:a05b0ddd7ea25495e4115a43125e8a7ebed0aa043c3d432de7e7d6e8e8cd6448",
+                "sha256:aa8ee4f8440023b0a6c3707f76cadce8657553655dcbb5fc9b2f9bb9bee389f6",
+                "sha256:b6a21ab023124eafb7cef6d038f835cb1155cd5ea798edd8d9eb2f8b84be07d9",
+                "sha256:bd8ee69b02e7bdefe1e5da2d5b6eaaddcf4f90859f00281b2333c0e3a0cc9cd6",
+                "sha256:c8e3255afd186c142eef4ec400d7826134f028a85da2146102a1172ecc7c3696",
+                "sha256:ce697c463458555027dfb194cb96d26608abab920fa85213deb5edf26e026664",
+                "sha256:db6cedd9ffed55548ab313ad718bc34582d394e27a7875b4b952c2d29c001b26",
+                "sha256:e49fbdfe257fa41e5c9e13c79b9e79a23a79bd0e40b9314bc53840f520c2c0b3",
+                "sha256:e6f08ca730f4dc1b76b473bdf30b1b37d42da379202a059eae54ec7fc1fbcfed",
+                "sha256:f35960b02df6b827c1b903091bb14f4b003f6cf102705efc4ce78132a0aa5af3",
+                "sha256:f41f692f1691ad87f51708b823af4bb2c5c87c9248ddd3191c8f088e66ce590a",
+                "sha256:f7ee467677467526cfe135eab86a40a0e8db43117936ac4f9b469ce9cdb3fb62",
+                "sha256:ff78a7583020da124dd0deb835ece1d87bb91762d40c514ee9b67a087940528b"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.7'",
+            "version": "==0.1.8"
+        },
+        "tomlkit": {
+            "hashes": [
+                "sha256:75baf5012d06501f07bee5bf8e801b9f343e7aac5a92581f20f80ce632e6b5a4",
+                "sha256:b0a645a9156dc7cb5d3a1f0d4bab66db287fcb8e0430bdd4664a095ea16414ba"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==0.12.3"
+        },
+        "types-psutil": {
+            "hashes": [
+                "sha256:2161d166256084acf629d30aaf6bda8bee726ae1fea530559650281056b491fc",
+                "sha256:f7d8769812d72a4b513d7ec9eb5580fe2f6013fc270394a603cb6534811f3e4d"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.7'",
+            "version": "==5.9.5.17"
+        },
+        "types-requests": {
+            "hashes": [
+                "sha256:b32b9a86beffa876c0c3ac99a4cd3b8b51e973fb8e3bd4e0a6bb32c7efad80fc",
+                "sha256:dc5852a76f1eaf60eafa81a2e50aefa3d1f015c34cf0cba130930866b1b22a92"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.7'",
+            "version": "==2.31.0.10"
+        },
+        "typing-extensions": {
+            "hashes": [
+                "sha256:23478f88c37f27d76ac8aee6c905017a143b0b1b886c3c9f66bc2fd94f9f5783",
+                "sha256:af72aea155e91adfc61c3ae9e0e342dbc0cba726d6cba4b6c72c1f34e47291cd"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==4.9.0"
+        },
+        "urllib3": {
+            "hashes": [
+                "sha256:55901e917a5896a349ff771be919f8bd99aff50b79fe58fec595eb37bbc56bb3",
+                "sha256:df7aa8afb0148fa78488e7899b2c59b5f4ffcfa82e6c54ccb9dd37c1d7b52d54"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==2.1.0"
+        },
+        "yarl": {
+            "hashes": [
+                "sha256:008d3e808d03ef28542372d01057fd09168419cdc8f848efe2804f894ae03e51",
+                "sha256:03caa9507d3d3c83bca08650678e25364e1843b484f19986a527630ca376ecce",
+                "sha256:07574b007ee20e5c375a8fe4a0789fad26db905f9813be0f9fef5a68080de559",
+                "sha256:09efe4615ada057ba2d30df871d2f668af661e971dfeedf0c159927d48bbeff0",
+                "sha256:0d2454f0aef65ea81037759be5ca9947539667eecebca092733b2eb43c965a81",
+                "sha256:0e9d124c191d5b881060a9e5060627694c3bdd1fe24c5eecc8d5d7d0eb6faabc",
+                "sha256:18580f672e44ce1238b82f7fb87d727c4a131f3a9d33a5e0e82b793362bf18b4",
+                "sha256:1f23e4fe1e8794f74b6027d7cf19dc25f8b63af1483d91d595d4a07eca1fb26c",
+                "sha256:206a55215e6d05dbc6c98ce598a59e6fbd0c493e2de4ea6cc2f4934d5a18d130",
+                "sha256:23d32a2594cb5d565d358a92e151315d1b2268bc10f4610d098f96b147370136",
+                "sha256:26a1dc6285e03f3cc9e839a2da83bcbf31dcb0d004c72d0730e755b33466c30e",
+                "sha256:29e0f83f37610f173eb7e7b5562dd71467993495e568e708d99e9d1944f561ec",
+                "sha256:2b134fd795e2322b7684155b7855cc99409d10b2e408056db2b93b51a52accc7",
+                "sha256:2d47552b6e52c3319fede1b60b3de120fe83bde9b7bddad11a69fb0af7db32f1",
+                "sha256:357495293086c5b6d34ca9616a43d329317feab7917518bc97a08f9e55648455",
+                "sha256:35a2b9396879ce32754bd457d31a51ff0a9d426fd9e0e3c33394bf4b9036b099",
+                "sha256:3777ce5536d17989c91696db1d459574e9a9bd37660ea7ee4d3344579bb6f129",
+                "sha256:3986b6f41ad22988e53d5778f91855dc0399b043fc8946d4f2e68af22ee9ff10",
+                "sha256:44d8ffbb9c06e5a7f529f38f53eda23e50d1ed33c6c869e01481d3fafa6b8142",
+                "sha256:49a180c2e0743d5d6e0b4d1a9e5f633c62eca3f8a86ba5dd3c471060e352ca98",
+                "sha256:4aa9741085f635934f3a2583e16fcf62ba835719a8b2b28fb2917bb0537c1dfa",
+                "sha256:4b21516d181cd77ebd06ce160ef8cc2a5e9ad35fb1c5930882baff5ac865eee7",
+                "sha256:4b3c1ffe10069f655ea2d731808e76e0f452fc6c749bea04781daf18e6039525",
+                "sha256:4c7d56b293cc071e82532f70adcbd8b61909eec973ae9d2d1f9b233f3d943f2c",
+                "sha256:4e9035df8d0880b2f1c7f5031f33f69e071dfe72ee9310cfc76f7b605958ceb9",
+                "sha256:54525ae423d7b7a8ee81ba189f131054defdb122cde31ff17477951464c1691c",
+                "sha256:549d19c84c55d11687ddbd47eeb348a89df9cb30e1993f1b128f4685cd0ebbf8",
+                "sha256:54beabb809ffcacbd9d28ac57b0db46e42a6e341a030293fb3185c409e626b8b",
+                "sha256:566db86717cf8080b99b58b083b773a908ae40f06681e87e589a976faf8246bf",
+                "sha256:5a2e2433eb9344a163aced6a5f6c9222c0786e5a9e9cac2c89f0b28433f56e23",
+                "sha256:5aef935237d60a51a62b86249839b51345f47564208c6ee615ed2a40878dccdd",
+                "sha256:604f31d97fa493083ea21bd9b92c419012531c4e17ea6da0f65cacdcf5d0bd27",
+                "sha256:63b20738b5aac74e239622d2fe30df4fca4942a86e31bf47a81a0e94c14df94f",
+                "sha256:686a0c2f85f83463272ddffd4deb5e591c98aac1897d65e92319f729c320eece",
+                "sha256:6a962e04b8f91f8c4e5917e518d17958e3bdee71fd1d8b88cdce74dd0ebbf434",
+                "sha256:6ad6d10ed9b67a382b45f29ea028f92d25bc0bc1daf6c5b801b90b5aa70fb9ec",
+                "sha256:6f5cb257bc2ec58f437da2b37a8cd48f666db96d47b8a3115c29f316313654ff",
+                "sha256:6fe79f998a4052d79e1c30eeb7d6c1c1056ad33300f682465e1b4e9b5a188b78",
+                "sha256:7855426dfbddac81896b6e533ebefc0af2f132d4a47340cee6d22cac7190022d",
+                "sha256:7d5aaac37d19b2904bb9dfe12cdb08c8443e7ba7d2852894ad448d4b8f442863",
+                "sha256:801e9264d19643548651b9db361ce3287176671fb0117f96b5ac0ee1c3530d53",
+                "sha256:81eb57278deb6098a5b62e88ad8281b2ba09f2f1147c4767522353eaa6260b31",
+                "sha256:824d6c50492add5da9374875ce72db7a0733b29c2394890aef23d533106e2b15",
+                "sha256:8397a3817d7dcdd14bb266283cd1d6fc7264a48c186b986f32e86d86d35fbac5",
+                "sha256:848cd2a1df56ddbffeb375535fb62c9d1645dde33ca4d51341378b3f5954429b",
+                "sha256:84fc30f71689d7fc9168b92788abc977dc8cefa806909565fc2951d02f6b7d57",
+                "sha256:8619d6915b3b0b34420cf9b2bb6d81ef59d984cb0fde7544e9ece32b4b3043c3",
+                "sha256:8a854227cf581330ffa2c4824d96e52ee621dd571078a252c25e3a3b3d94a1b1",
+                "sha256:8be9e837ea9113676e5754b43b940b50cce76d9ed7d2461df1af39a8ee674d9f",
+                "sha256:928cecb0ef9d5a7946eb6ff58417ad2fe9375762382f1bf5c55e61645f2c43ad",
+                "sha256:957b4774373cf6f709359e5c8c4a0af9f6d7875db657adb0feaf8d6cb3c3964c",
+                "sha256:992f18e0ea248ee03b5a6e8b3b4738850ae7dbb172cc41c966462801cbf62cf7",
+                "sha256:9fc5fc1eeb029757349ad26bbc5880557389a03fa6ada41703db5e068881e5f2",
+                "sha256:a00862fb23195b6b8322f7d781b0dc1d82cb3bcac346d1e38689370cc1cc398b",
+                "sha256:a3a6ed1d525bfb91b3fc9b690c5a21bb52de28c018530ad85093cc488bee2dd2",
+                "sha256:a6327976c7c2f4ee6816eff196e25385ccc02cb81427952414a64811037bbc8b",
+                "sha256:a7409f968456111140c1c95301cadf071bd30a81cbd7ab829169fb9e3d72eae9",
+                "sha256:a825ec844298c791fd28ed14ed1bffc56a98d15b8c58a20e0e08c1f5f2bea1be",
+                "sha256:a8c1df72eb746f4136fe9a2e72b0c9dc1da1cbd23b5372f94b5820ff8ae30e0e",
+                "sha256:a9bd00dc3bc395a662900f33f74feb3e757429e545d831eef5bb280252631984",
+                "sha256:aa102d6d280a5455ad6a0f9e6d769989638718e938a6a0a2ff3f4a7ff8c62cc4",
+                "sha256:aaaea1e536f98754a6e5c56091baa1b6ce2f2700cc4a00b0d49eca8dea471074",
+                "sha256:ad4d7a90a92e528aadf4965d685c17dacff3df282db1121136c382dc0b6014d2",
+                "sha256:b8477c1ee4bd47c57d49621a062121c3023609f7a13b8a46953eb6c9716ca392",
+                "sha256:ba6f52cbc7809cd8d74604cce9c14868306ae4aa0282016b641c661f981a6e91",
+                "sha256:bac8d525a8dbc2a1507ec731d2867025d11ceadcb4dd421423a5d42c56818541",
+                "sha256:bef596fdaa8f26e3d66af846bbe77057237cb6e8efff8cd7cc8dff9a62278bbf",
+                "sha256:c0ec0ed476f77db9fb29bca17f0a8fcc7bc97ad4c6c1d8959c507decb22e8572",
+                "sha256:c38c9ddb6103ceae4e4498f9c08fac9b590c5c71b0370f98714768e22ac6fa66",
+                "sha256:c7224cab95645c7ab53791022ae77a4509472613e839dab722a72abe5a684575",
+                "sha256:c74018551e31269d56fab81a728f683667e7c28c04e807ba08f8c9e3bba32f14",
+                "sha256:ca06675212f94e7a610e85ca36948bb8fc023e458dd6c63ef71abfd482481aa5",
+                "sha256:d1d2532b340b692880261c15aee4dc94dd22ca5d61b9db9a8a361953d36410b1",
+                "sha256:d25039a474c4c72a5ad4b52495056f843a7ff07b632c1b92ea9043a3d9950f6e",
+                "sha256:d5ff2c858f5f6a42c2a8e751100f237c5e869cbde669a724f2062d4c4ef93551",
+                "sha256:d7d7f7de27b8944f1fee2c26a88b4dabc2409d2fea7a9ed3df79b67277644e17",
+                "sha256:d7eeb6d22331e2fd42fce928a81c697c9ee2d51400bd1a28803965883e13cead",
+                "sha256:d8a1c6c0be645c745a081c192e747c5de06e944a0d21245f4cf7c05e457c36e0",
+                "sha256:d8b889777de69897406c9fb0b76cdf2fd0f31267861ae7501d93003d55f54fbe",
+                "sha256:d9e09c9d74f4566e905a0b8fa668c58109f7624db96a2171f21747abc7524234",
+                "sha256:db8e58b9d79200c76956cefd14d5c90af54416ff5353c5bfd7cbe58818e26ef0",
+                "sha256:ddb2a5c08a4eaaba605340fdee8fc08e406c56617566d9643ad8bf6852778fc7",
+                "sha256:e0381b4ce23ff92f8170080c97678040fc5b08da85e9e292292aba67fdac6c34",
+                "sha256:e23a6d84d9d1738dbc6e38167776107e63307dfc8ad108e580548d1f2c587f42",
+                "sha256:e516dc8baf7b380e6c1c26792610230f37147bb754d6426462ab115a02944385",
+                "sha256:ea65804b5dc88dacd4a40279af0cdadcfe74b3e5b4c897aa0d81cf86927fee78",
+                "sha256:ec61d826d80fc293ed46c9dd26995921e3a82146feacd952ef0757236fc137be",
+                "sha256:ee04010f26d5102399bd17f8df8bc38dc7ccd7701dc77f4a68c5b8d733406958",
+                "sha256:f3bc6af6e2b8f92eced34ef6a96ffb248e863af20ef4fde9448cc8c9b858b749",
+                "sha256:f7d6b36dd2e029b6bcb8a13cf19664c7b8e19ab3a58e0fefbb5b8461447ed5ec"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==1.9.4"
+        }
+    }
+}

From e3528bc8c4704f96e0cac971b954dbf0b5ef2d87 Mon Sep 17 00:00:00 2001
From: Totto16 <tobiausgais@gmail.com>
Date: Thu, 14 Dec 2023 03:31:02 +0100
Subject: [PATCH 08/12] also run ci on PR

---
 .github/workflows/CI.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
index 5956b66..de14ead 100644
--- a/.github/workflows/CI.yml
+++ b/.github/workflows/CI.yml
@@ -1,6 +1,7 @@
 name: Python Lints / Checks
 
 on:
+    pull_request:
     push:
         branches:
             - main

From f8cfe04783a5943d429a4e6f15db575731608f7c Mon Sep 17 00:00:00 2001
From: Totto16 <tobiausgais@gmail.com>
Date: Thu, 14 Dec 2023 03:37:13 +0100
Subject: [PATCH 09/12] try to fix CI

---
 .github/workflows/CI.yml | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
index de14ead..2b40840 100644
--- a/.github/workflows/CI.yml
+++ b/.github/workflows/CI.yml
@@ -16,6 +16,10 @@ jobs:
             - uses: actions/checkout@v3
               with:
                   fetch-depth: 0 # Shallow clones should be disabled for a better relevancy of analysis
+            - name: install wheel build dependencies
+              run: |
+                  apt-get update
+                  apt-get install cmake
             - name: prepare environment
               run: |
                   pip install pipenv -U --quiet

From 95f78f9032e4d0b8843ec1e0e9170ec320466d48 Mon Sep 17 00:00:00 2001
From: Totto16 <tobiausgais@gmail.com>
Date: Thu, 14 Dec 2023 03:38:18 +0100
Subject: [PATCH 10/12] fix ci v2

---
 .github/workflows/CI.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
index 2b40840..49f5988 100644
--- a/.github/workflows/CI.yml
+++ b/.github/workflows/CI.yml
@@ -8,7 +8,7 @@ on:
 
 jobs:
     mypy_lint:
-        name: Lint with Mypy
+        name: Lint with Mypy and Ruff
         runs-on: ubuntu-latest
         container:
             image: python:3.12-bookworm
@@ -19,7 +19,7 @@ jobs:
             - name: install wheel build dependencies
               run: |
                   apt-get update
-                  apt-get install cmake
+                  apt-get install cmake -y
             - name: prepare environment
               run: |
                   pip install pipenv -U --quiet

From 503c7f66484a5886aee67c099af55dcd7e307afe Mon Sep 17 00:00:00 2001
From: Totto16 <tobiausgais@gmail.com>
Date: Thu, 14 Dec 2023 03:43:33 +0100
Subject: [PATCH 11/12] fix the rest of the ci

---
 .github/workflows/CI.yml | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
index 49f5988..6a082b7 100644
--- a/.github/workflows/CI.yml
+++ b/.github/workflows/CI.yml
@@ -16,12 +16,10 @@ jobs:
             - uses: actions/checkout@v3
               with:
                   fetch-depth: 0 # Shallow clones should be disabled for a better relevancy of analysis
-            - name: install wheel build dependencies
+            - name: prepare environment
               run: |
                   apt-get update
                   apt-get install cmake -y
-            - name: prepare environment
-              run: |
                   pip install pipenv -U --quiet
                   pipenv install --dev
 
@@ -41,10 +39,10 @@ jobs:
                   fetch-depth: 0 # Shallow clones should be disabled for a better relevancy of analysis
             - name: prepare environment
               run: |
+                  apt-get update
+                  apt-get install ffmpeg cmake -y
                   pip install pipenv -U --quiet
                   pipenv install --dev
-                  apt-get update
-                  apt-get install ffmpeg -y
 
             - name: run tests
               run: |

From f8023279013baa78918a9166a300e780f787b802 Mon Sep 17 00:00:00 2001
From: Totto16 <tobiausgais@gmail.com>
Date: Mon, 8 Apr 2024 17:17:21 +0200
Subject: [PATCH 12/12] use non prerelease of pytorch, since it now supports
 python 3.12

---
 Pipfile      |   13 +-
 Pipfile.lock | 1527 ++++++++++++++++++++++----------------------------
 2 files changed, 686 insertions(+), 854 deletions(-)

diff --git a/Pipfile b/Pipfile
index fe70de8..58dfcee 100644
--- a/Pipfile
+++ b/Pipfile
@@ -5,17 +5,10 @@ verify_ssl = true
 name = "pypi"
 
 
-[[source]]
-url = "https://download.pytorch.org/whl/nightly/cpu"
-verify_ssl = true
-name = "pytorch-dev"
-allow_prereleases = true
-
-
 [packages]
-torchaudio = {version=">=2.2.0.dev20231213+cpu", index="pytorch-dev"}
-torchvision = {version=">=0.18.0.dev20231213+cpu", index="pytorch-dev"}
-torch = {version=">=2.2.0.dev20231213+cpu", index="pytorch-dev"}
+torchaudio = "*"
+torchvision = "*"
+torch = "*"
 speechbrain = "*"
 python-ffmpeg = "*"
 pynvml = "*"
diff --git a/Pipfile.lock b/Pipfile.lock
index 0c15d3b..4cd6465 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "83ac7c459bc91cd1436bde9e17a1c2700976804d90a208b48560cd89a451709c"
+            "sha256": "4054040481822ffa16721fa2159635b47f2ac5c5adfccd08a07794e93da4f269"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -12,12 +12,6 @@
                 "name": "pypi",
                 "url": "https://pypi.org/simple",
                 "verify_ssl": true
-            },
-            {
-                "allow_prereleases": true,
-                "name": "pytorch-dev",
-                "url": "https://download.pytorch.org/whl/nightly/cpu",
-                "verify_ssl": true
             }
         ]
     },
@@ -82,11 +76,11 @@
         },
         "certifi": {
             "hashes": [
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-                "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"
+                "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f",
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             "markers": "python_version >= '3.6'",
-            "version": "==2023.11.17"
+            "version": "==2024.2.2"
         },
         "charset-normalizer": {
             "hashes": [
@@ -186,35 +180,35 @@
         },
         "enlighten": {
             "hashes": [
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             "index": "pypi",
-            "version": "==1.12.3"
+            "version": "==1.12.4"
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             "markers": "python_version >= '3.8'",
-            "version": "==3.13.1"
+            "version": "==3.13.3"
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-            "version": "==2023.12.2"
+            "version": "==2024.3.1"
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         "huggingface-hub": {
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-                "sha256:dba013f779da16f14b606492828f3760600a1e1801432d09fe1c33e50b825bb5"
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+            "version": "==0.22.2"
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         "humanize": {
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@@ -242,11 +236,11 @@
         },
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+            "version": "==3.1.3"
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@@ -258,69 +252,69 @@
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@@ -331,121 +325,230 @@
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             "markers": "python_version >= '3.8'",
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+            "version": "==10.3.0"
         },
         "prefixed": {
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@@ -456,26 +559,26 @@
         },
         "psutil": {
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             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
-            "version": "==5.9.6"
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         "pyee": {
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@@ -496,12 +599,12 @@
         },
         "python-ffmpeg": {
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@@ -534,6 +637,7 @@
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@@ -569,11 +673,11 @@
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@@ -633,84 +737,92 @@
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@@ -739,226 +851,196 @@
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@@ -1374,11 +1309,11 @@
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@@ -1414,29 +1349,29 @@
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         }
     }
 }