このページでは NVIDIA の GPU が搭載された Windows PC に WhisperX をインストールする手順を概観します．なお，WhisperX のインストールの詳細についてはこちらを参照してください．
まず，次のコマンドで GPU の情報を確認します．
(py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog> nvidia-smi ⏎ Mon Nov 2 17:06:31 2026 +-----------------------------------------------------------------------------------------+ | NVIDIA-SMI 610.91 KMD Version: 610.91 CUDA UMD Version: 13.3 | +-----------------------------------------+------------------------+----------------------+ | GPU Name Driver-Model | Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |=========================================+========================+======================| | 0 NVIDIA GeForce RTX 4060 ... WDDM | 00000000:01:00.0 Off | N/A | | N/A 44C P0 18W / 135W | 0MiB / 8188MiB | 0% Default | | | | N/A | +-----------------------------------------+------------------------+----------------------+ +-----------------------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=========================================================================================| | No running processes found | +-----------------------------------------------------------------------------------------+ (py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog
次に WhisperX をインストールします．
(py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog> pip install whisperx --no-deps ⏎
Collecting whisperx
Using cached whisperx-3.8.6-py3-none-any.whl.metadata (16 kB)
Using cached whisperx-3.8.6-py3-none-any.whl (16.5 MB)
Installing collected packages: whisperx
Successfully installed whisperx-3.8.6
(py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog>
話者分離を行うために huggingface-hub をインストールします．
(py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog> pip install "huggingface-hub<1.0" ⏎
Collecting huggingface-hub<1.0
Using cached huggingface_hub-0.36.2-py3-none-any.whl.metadata (15 kB)
Collecting filelock (from huggingface-hub<1.0)
Downloading filelock-4.2.6-py3-none-any.whl.metadata (2.0 kB)
Collecting fsspec>=2023.5.0 (from huggingface-hub<1.0)
Downloading fsspec-2026.9.0-py3-none-any.whl.metadata (10 kB)
Requirement already satisfied: packaging>=20.9 in C:\Users\rinsaka\anaconda3\envs\py313watchdog\Lib\site-packages (from huggingface-hub<1.0) (26.3)
Collecting pyyaml>=5.1 (from huggingface-hub<1.0)
Downloading pyyaml-6.0.3-cp313-cp313-win_amd64.whl.metadata (2.4 kB)
Collecting requests (from huggingface-hub<1.0)
Using cached requests-2.34.2-py3-none-any.whl.metadata (4.8 kB)
Collecting tqdm>=4.42.1 (from huggingface-hub<1.0)
Downloading tqdm-4.70.1-py3-none-any.whl.metadata (57 kB)
Collecting typing-extensions>=3.7.4.3 (from huggingface-hub<1.0)
Downloading typing_extensions-4.16.0-py3-none-any.whl.metadata (3.3 kB)
Collecting colorama (from tqdm>=4.42.1->huggingface-hub<1.0)
Using cached colorama-0.4.6-py2.py3-none-any.whl.metadata (17 kB)
Collecting charset_normalizer<4,>=2 (from requests->huggingface-hub<1.0)
Downloading charset_normalizer-3.5.2-cp313-cp313-win_amd64.whl.metadata (47 kB)
Collecting idna<4,>=2.5 (from requests->huggingface-hub<1.0)
Downloading idna-3.20-py3-none-any.whl.metadata (7.2 kB)
Collecting urllib3<3,>=1.26 (from requests->huggingface-hub<1.0)
Downloading urllib3-2.8.0-py3-none-any.whl.metadata (7.4 kB)
Collecting certifi>=2023.5.7 (from requests->huggingface-hub<1.0)
Downloading certifi-2026.10.23-py3-none-any.whl.metadata (2.5 kB)
Using cached huggingface_hub-0.36.2-py3-none-any.whl (566 kB)
Downloading fsspec-2026.9.0-py3-none-any.whl (221 kB)
Downloading pyyaml-6.0.3-cp313-cp313-win_amd64.whl (154 kB)
Downloading tqdm-4.70.1-py3-none-any.whl (80 kB)
Downloading typing_extensions-4.16.0-py3-none-any.whl (45 kB)
Using cached colorama-0.4.6-py2.py3-none-any.whl (25 kB)
Downloading filelock-4.2.6-py3-none-any.whl (164 kB)
Using cached requests-2.34.2-py3-none-any.whl (73 kB)
Downloading charset_normalizer-3.5.2-cp313-cp313-win_amd64.whl (206 kB)
Downloading idna-3.20-py3-none-any.whl (69 kB)
Downloading urllib3-2.8.0-py3-none-any.whl (135 kB)
Downloading certifi-2026.10.23-py3-none-any.whl (135 kB)
Installing collected packages: urllib3, typing-extensions, pyyaml, idna, fsspec, filelock, colorama, charset_normalizer, certifi, tqdm, requests, huggingface-hub
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
whisperx 3.8.6 requires ctranslate2>=4.5.0, which is not installed.
whisperx 3.8.6 requires faster-whisper>=1.2.0, which is not installed.
whisperx 3.8.6 requires nltk>=3.9.1, which is not installed.
whisperx 3.8.6 requires numpy>=2.1.0, which is not installed.
whisperx 3.8.6 requires omegaconf>=2.3.0, which is not installed.
whisperx 3.8.6 requires pandas>=2.2.3, which is not installed.
whisperx 3.8.6 requires pyannote-audio>=4.0.0, which is not installed.
whisperx 3.8.6 requires torch~=2.8.0, which is not installed.
whisperx 3.8.6 requires torchaudio~=2.8.0, which is not installed.
whisperx 3.8.6 requires torchcodec<0.8.0,>=0.6.0; (sys_platform == "linux" and platform_machine == "x86_64") or sys_platform == "darwin" or sys_platform == "win32", which is not installed.
whisperx 3.8.6 requires torchvision~=0.23.0, which is not installed.
whisperx 3.8.6 requires transformers>=4.48.0, which is not installed.
Successfully installed certifi-2026.10.23 charset_normalizer-3.5.2 colorama-0.4.6 filelock-4.2.6 fsspec-2026.9.0 huggingface-hub-0.36.2 idna-3.20 pyyaml-6.0.3 requests-2.34.2 tqdm-4.70.1 typing-extensions-4.16.0 urllib3-2.8.0
(py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog>
続いて，torch 以外の関連パッケージをインストールします．
(py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog> pip install ctranslate2 faster-whisper transformers pandas nltk omegaconf pyannote-audio torchcodec ⏎
Collecting ctranslate2
Downloading ctranslate2-4.8.4-cp313-cp313-win_amd64.whl.metadata (11 kB)
Collecting faster-whisper
Using cached faster_whisper-1.2.1-py3-none-any.whl.metadata (16 kB)
Collecting transformers
Downloading transformers-5.22.1-py3-none-any.whl.metadata (31 kB)
Collecting pandas
Downloading pandas-3.1.0-cp313-cp313-win_amd64.whl.metadata (18 kB)
Collecting nltk
Downloading nltk-3.10.4-py3-none-any.whl.metadata (5.0 kB)
Collecting omegaconf
Downloading omegaconf-2.4.0-py3-none-any.whl.metadata (4.9 kB)
Collecting pyannote-audio
Downloading pyannote_audio-4.0.7-py3-none-any.whl.metadata (13 kB)
Collecting torchcodec
Downloading torchcodec-0.17.0-cp313-cp313-win_amd64.whl.metadata (9.9 kB)
Collecting numpy (from ctranslate2)
Downloading numpy-2.5.4-cp313-cp313-win_amd64.whl.metadata (6.6 kB)
Requirement already satisfied: pyyaml<7,>=5.3 in C:\Users\rinsaka\anaconda3\envs\py313watchdog\Lib\site-packages (from ctranslate2) (6.0.3)
Requirement already satisfied: huggingface-hub>=0.21 in C:\Users\rinsaka\anaconda3\envs\py313watchdog\Lib\site-packages (from faster-whisper) (0.36.2)
Collecting tokenizers<1,>=0.13 (from faster-whisper)
Downloading tokenizers-0.23.3-cp310-abi3-win_amd64.whl.metadata (10 kB)
Collecting onnxruntime<2,>=1.14 (from faster-whisper)
Downloading onnxruntime-1.31.1-cp313-cp313-win_amd64.whl.metadata (6.1 kB)
Collecting av>=11 (from faster-whisper)
Downloading av-19.0.2-cp312-abi3-win_amd64.whl.metadata (5.1 kB)
Requirement already satisfied: tqdm in C:\Users\rinsaka\anaconda3\envs\py313watchdog\Lib\site-packages (from faster-whisper) (4.70.1)
Collecting flatbuffers (from onnxruntime<2,>=1.14->faster-whisper)
Using cached flatbuffers-25.12.19-py2.py3-none-any.whl.metadata (1.0 kB)
Requirement already satisfied: packaging in C:\Users\rinsaka\anaconda3\envs\py313watchdog\Lib\site-packages (from onnxruntime<2,>=1.14->faster-whisper) (26.3)
Collecting protobuf>=4.25.8 (from onnxruntime<2,>=1.14->faster-whisper)
Downloading protobuf-7.36.2-cp310-abi3-win_amd64.whl.metadata (595 bytes)
Requirement already satisfied: filelock in C:\Users\rinsaka\anaconda3\envs\py313watchdog\Lib\site-packages (from huggingface-hub>=0.21->faster-whisper) (4.2.6)
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Requirement already satisfied: requests in C:\Users\rinsaka\anaconda3\envs\py313watchdog\Lib\site-packages (from huggingface-hub>=0.21->faster-whisper) (2.34.2)
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Collecting huggingface-hub>=0.21 (from faster-whisper)
Downloading huggingface_hub-2.4.0-py3-none-any.whl.metadata (16 kB)
Collecting regex>=2025.10.22 (from transformers)
Downloading regex-2026.9.29-cp313-cp313-win_amd64.whl.metadata (41 kB)
Collecting typer (from transformers)
Downloading typer-0.27.3-py3-none-any.whl.metadata (16 kB)
Collecting safetensors>=0.8.0 (from transformers)
Downloading safetensors-0.8.0-cp310-abi3-win_amd64.whl.metadata (4.2 kB)
Collecting click<9.0.0,>=8.4.2 (from huggingface-hub>=0.21->faster-whisper)
Downloading click-8.5.0-py3-none-any.whl.metadata (2.6 kB)
Collecting hf-xet<2.0.0,>=1.6.0 (from huggingface-hub>=0.21->faster-whisper)
Downloading hf_xet-1.8.0-cp38-abi3-win_amd64.whl.metadata (4.9 kB)
Collecting httpx2<3,>=2.0.0 (from huggingface-hub>=0.21->faster-whisper)
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Collecting anyio>=4.10 (from httpx2<3,>=2.0.0->huggingface-hub>=0.21->faster-whisper)
Downloading anyio-4.16.0-py3-none-any.whl.metadata (4.7 kB)
Collecting httpcore2==2.16.0 (from httpx2<3,>=2.0.0->huggingface-hub>=0.21->faster-whisper)
Downloading httpcore2-2.16.0-py3-none-any.whl.metadata (27 kB)
Requirement already satisfied: idna>=3.18 in C:\Users\rinsaka\anaconda3\envs\py313watchdog\Lib\site-packages (from httpx2<3,>=2.0.0->huggingface-hub>=0.21->faster-whisper) (3.20)
Collecting truststore>=0.10 (from httpx2<3,>=2.0.0->huggingface-hub>=0.21->faster-whisper)
Downloading truststore-0.10.5-py3-none-any.whl.metadata (4.5 kB)
Collecting h11>=0.16 (from httpcore2==2.16.0->httpx2<3,>=2.0.0->huggingface-hub>=0.21->faster-whisper)
Using cached h11-0.16.0-py3-none-any.whl.metadata (8.3 kB)
Collecting python-dateutil>=2.9.0 (from pandas)
Downloading python_dateutil-4.0.0-py3-none-any.whl.metadata (7.3 kB)
Collecting tzdata (from pandas)
Downloading tzdata-2026.6-py2.py3-none-any.whl.metadata (1.4 kB)
Collecting defusedxml (from nltk)
Using cached defusedxml-0.7.1-py2.py3-none-any.whl.metadata (32 kB)
Collecting joblib (from nltk)
Downloading joblib-1.6.0-py3-none-any.whl.metadata (6.5 kB)
Collecting asteroid-filterbanks>=0.4.0 (from pyannote-audio)
Using cached asteroid_filterbanks-0.4.0-py3-none-any.whl.metadata (3.3 kB)
Collecting einops>=0.8.1 (from pyannote-audio)
Using cached einops-0.8.2-py3-none-any.whl.metadata (13 kB)
Collecting lightning>=2.4 (from pyannote-audio)
Downloading lightning-2.6.6-py3-none-any.whl.metadata (45 kB)
Collecting matplotlib>=3.10.0 (from pyannote-audio)
Downloading matplotlib-3.11.2-cp313-cp313-win_amd64.whl.metadata (80 kB)
Collecting opentelemetry-api>=1.34.0 (from pyannote-audio)
Downloading opentelemetry_api-1.45.2-py3-none-any.whl.metadata (1.4 kB)
Collecting opentelemetry-exporter-otlp>=1.34.0 (from pyannote-audio)
Downloading opentelemetry_exporter_otlp-1.45.2-py3-none-any.whl.metadata (2.4 kB)
Collecting opentelemetry-sdk>=1.34.0 (from pyannote-audio)
Downloading opentelemetry_sdk-1.45.2-py3-none-any.whl.metadata (1.6 kB)
Collecting pyannote-core>=6.0.1 (from pyannote-audio)
Downloading pyannote_core-6.1.0-py3-none-any.whl.metadata (2.1 kB)
Collecting pyannote-database>=6.1.1 (from pyannote-audio)
Using cached pyannote_database-6.1.1-py3-none-any.whl.metadata (30 kB)
Collecting pyannote-metrics>=4.0.0 (from pyannote-audio)
Downloading pyannote_metrics-4.2.0-py3-none-any.whl.metadata (2.5 kB)
Collecting pyannote-pipeline>=4.0.0 (from pyannote-audio)
Downloading pyannote_pipeline-4.1.0-py3-none-any.whl.metadata (6.4 kB)
Collecting pyannoteai-sdk>=0.3.0 (from pyannote-audio)
Using cached pyannoteai_sdk-0.4.0-py3-none-any.whl.metadata (2.4 kB)
Collecting pytorch-metric-learning>=2.8.1 (from pyannote-audio)
Downloading pytorch_metric_learning-3.0.1-py3-none-any.whl.metadata (5.7 kB)
Collecting rich>=13.9.4 (from pyannote-audio)
Using cached rich-15.0.0-py3-none-any.whl.metadata (18 kB)
Collecting torch-audiomentations>=0.12.0 (from pyannote-audio)
Using cached torch_audiomentations-0.12.0-py3-none-any.whl.metadata (15 kB)
Collecting torch>=2.8.0 (from pyannote-audio)
Downloading torch-2.15.0-cp313-cp313-win_amd64.whl.metadata (36 kB)
Collecting torchaudio>=2.8.0 (from pyannote-audio)
Downloading torchaudio-2.11.1-py3-none-win_amd64.whl.metadata (7.5 kB)
Collecting torchmetrics>=1.6.1 (from pyannote-audio)
Using cached torchmetrics-1.9.0-py3-none-any.whl.metadata (23 kB)
Collecting lightning-utilities<2.0,>=0.10.0 (from lightning>=2.4->pyannote-audio)
Using cached lightning_utilities-0.15.3-py3-none-any.whl.metadata (5.5 kB)
Collecting pytorch-lightning (from lightning>=2.4->pyannote-audio)
Downloading pytorch_lightning-2.6.6-py3-none-any.whl.metadata (21 kB)
Collecting aiohttp!=4.0.0a0,!=4.0.0a1 (from fsspec[http]<2028.0,>=2022.5.0->lightning>=2.4->pyannote-audio)
Downloading aiohttp-3.14.5-cp313-cp313-win_amd64.whl.metadata (8.5 kB)
Requirement already satisfied: setuptools>=77.0.3 in C:\Users\rinsaka\anaconda3\envs\py313watchdog\Lib\site-packages (from torch>=2.8.0->pyannote-audio) (84.2.1)
Collecting sympy>=1.13.3 (from torch>=2.8.0->pyannote-audio)
Using cached sympy-1.14.0-py3-none-any.whl.metadata (12 kB)
Collecting networkx>=2.5.1 (from torch>=2.8.0->pyannote-audio)
Downloading networkx-3.7-py3-none-any.whl.metadata (6.7 kB)
Collecting jinja2 (from torch>=2.8.0->pyannote-audio)
Using cached jinja2-3.1.6-py3-none-any.whl.metadata (2.9 kB)
Requirement already satisfied: colorama in C:\Users\rinsaka\anaconda3\envs\py313watchdog\Lib\site-packages (from tqdm->faster-whisper) (0.4.6)
Collecting aiohappyeyeballs>=2.5.0 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<2028.0,>=2022.5.0->lightning>=2.4->pyannote-audio)
Downloading aiohappyeyeballs-2.7.1-py3-none-any.whl.metadata (5.9 kB)
Collecting aiosignal>=1.4.0 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<2028.0,>=2022.5.0->lightning>=2.4->pyannote-audio)
Using cached aiosignal-1.4.0-py3-none-any.whl.metadata (3.7 kB)
Collecting attrs>=17.3.0 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<2028.0,>=2022.5.0->lightning>=2.4->pyannote-audio)
Using cached attrs-26.1.0-py3-none-any.whl.metadata (8.8 kB)
Collecting frozenlist>=1.1.1 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<2028.0,>=2022.5.0->lightning>=2.4->pyannote-audio)
Downloading frozenlist-1.8.0-cp313-cp313-win_amd64.whl.metadata (21 kB)
Collecting multidict<8.0,>=4.5 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<2028.0,>=2022.5.0->lightning>=2.4->pyannote-audio)
Downloading multidict-7.2.1-cp313-cp313-win_amd64.whl.metadata (6.3 kB)
Collecting propcache>=0.2.0 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<2028.0,>=2022.5.0->lightning>=2.4->pyannote-audio)
Downloading propcache-0.5.4-cp313-cp313-win_amd64.whl.metadata (25 kB)
Collecting yarl<2.0,>=1.25.1 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<2028.0,>=2022.5.0->lightning>=2.4->pyannote-audio)
Downloading yarl-1.25.1-cp313-cp313-win_amd64.whl.metadata (115 kB)
Collecting contourpy>=1.0.1 (from matplotlib>=3.10.0->pyannote-audio)
Downloading contourpy-1.4.0-cp313-cp313-win_amd64.whl.metadata (3.8 kB)
Collecting cycler>=0.10 (from matplotlib>=3.10.0->pyannote-audio)
Using cached cycler-0.12.1-py3-none-any.whl.metadata (3.8 kB)
Collecting fonttools>=4.28.2 (from matplotlib>=3.10.0->pyannote-audio)
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Collecting kiwisolver>=1.3.1 (from matplotlib>=3.10.0->pyannote-audio)
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Collecting pillow>=9 (from matplotlib>=3.10.0->pyannote-audio)
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Downloading pyparsing-3.3.3-py3-none-any.whl.metadata (5.9 kB)
Collecting opentelemetry-exporter-otlp-proto-grpc==1.45.2 (from opentelemetry-exporter-otlp>=1.34.0->pyannote-audio)
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Downloading grpcio-1.85.1-cp313-cp313-win_amd64.whl.metadata (3.9 kB)
Collecting opentelemetry-exporter-otlp-common==0.66b2 (from opentelemetry-exporter-otlp-proto-grpc==1.45.2->opentelemetry-exporter-otlp>=1.34.0->pyannote-audio)
Downloading opentelemetry_exporter_otlp_common-0.66b2-py3-none-any.whl.metadata (1.9 kB)
Collecting opentelemetry-exporter-otlp-proto-common==1.45.2 (from opentelemetry-exporter-otlp-proto-grpc==1.45.2->opentelemetry-exporter-otlp>=1.34.0->pyannote-audio)
Downloading opentelemetry_exporter_otlp_proto_common-1.45.2-py3-none-any.whl.metadata (1.8 kB)
Collecting opentelemetry-proto==1.45.2 (from opentelemetry-exporter-otlp-proto-grpc==1.45.2->opentelemetry-exporter-otlp>=1.34.0->pyannote-audio)
Downloading opentelemetry_proto-1.45.2-py3-none-any.whl.metadata (2.3 kB)
Collecting opentelemetry-exporter-http-transport==0.66b2 (from opentelemetry-exporter-http-transport[requests]==0.66b2->opentelemetry-exporter-otlp-proto-http==1.45.2->opentelemetry-exporter-otlp>=1.34.0->pyannote-audio)
Downloading opentelemetry_exporter_http_transport-0.66b2-py3-none-any.whl.metadata (2.3 kB)
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Installing collected packages: sortedcontainers, primePy, mpmath, flatbuffers, tzdata, truststore, torchcodec, threadpoolctl, sympy, sqlalchemy, shellingham, safetensors, regex, pyparsing, pygments, protobuf, propcache, pillow, opentelemetry-api, omegaconf, numpy, networkx, narwhals, multidict, mdurl, MarkupSafe, lightning-utilities, kiwisolver, hf-xet, h11, grpcio, frozenlist, fonttools, einops, defusedxml, cycler, colorlog, cloudpickle, click, av, attrs, anyio, annotated-doc, aiohappyeyeballs, yarl, scipy, python-dateutil, pyannoteai-sdk, opentelemetry-semantic-conventions, opentelemetry-proto, opentelemetry-exporter-http-transport, onnxruntime, markdown-it-py, Mako, joblib, jinja2, httpcore2, googleapis-common-protos, ctranslate2, contourpy, aiosignal, torch, scikit-learn, rich, pandas, opentelemetry-sdk, opentelemetry-exporter-otlp-proto-common, nltk, matplotlib, httpx2, alembic, aiohttp, typer, torchmetrics, torchaudio, pytorch-metric-learning, pyannote-core, optuna, opentelemetry-exporter-otlp-common, julius, huggingface-hub, asteroid-filterbanks, torch-pitch-shift, tokenizers, pytorch-lightning, pyannote-database, opentelemetry-exporter-otlp-proto-http, opentelemetry-exporter-otlp-proto-grpc, transformers, torch-audiomentations, pyannote-pipeline, pyannote-metrics, opentelemetry-exporter-otlp, lightning, faster-whisper, pyannote-audio
Attempting uninstall: huggingface-hub
Found existing installation: huggingface_hub 0.36.2
Uninstalling huggingface_hub-0.36.2:
Successfully uninstalled huggingface_hub-0.36.2
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
whisperx 3.8.6 requires torchvision~=0.23.0, which is not installed.
whisperx 3.8.6 requires huggingface-hub<1.0.0, but you have huggingface-hub 2.4.0 which is incompatible.
whisperx 3.8.6 requires torch~=2.8.0, but you have torch 2.15.0 which is incompatible.
whisperx 3.8.6 requires torchaudio~=2.8.0, but you have torchaudio 2.11.1 which is incompatible.
whisperx 3.8.6 requires torchcodec<0.8.0,>=0.6.0; (sys_platform == "linux" and platform_machine == "x86_64") or sys_platform == "darwin" or sys_platform == "win32", but you have torchcodec 0.17.0 which is incompatible.
Successfully installed Mako-1.4.3 MarkupSafe-3.0.4 aiohappyeyeballs-2.7.1 aiohttp-3.14.5 aiosignal-1.4.0 alembic-1.20.1 annotated-doc-0.0.5 anyio-4.16.0 asteroid-filterbanks-0.4.0 attrs-26.1.0 av-19.0.2 click-8.5.0 cloudpickle-3.1.2 colorlog-6.12.0 contourpy-1.4.0 ctranslate2-4.8.4 cycler-0.12.1 defusedxml-0.7.1 einops-0.8.2 faster-whisper-1.2.1 flatbuffers-25.12.19 fonttools-4.68.0 frozenlist-1.8.0 googleapis-common-protos-1.76.0 grpcio-1.85.1 h11-0.16.0 hf-xet-1.8.0 httpcore2-2.16.0 httpx2-2.16.0 huggingface-hub-2.4.0 jinja2-3.1.6 joblib-1.6.0 julius-0.2.8 kiwisolver-1.5.1 lightning-2.6.6 lightning-utilities-0.15.3 markdown-it-py-4.2.0 matplotlib-3.11.2 mdurl-0.1.2 mpmath-1.3.0 multidict-7.2.1 narwhals-2.28.0 networkx-3.7 nltk-3.10.4 numpy-2.5.4 omegaconf-2.4.0 onnxruntime-1.31.1 opentelemetry-api-1.45.2 opentelemetry-exporter-http-transport-0.66b2 opentelemetry-exporter-otlp-1.45.2 opentelemetry-exporter-otlp-common-0.66b2 opentelemetry-exporter-otlp-proto-common-1.45.2 opentelemetry-exporter-otlp-proto-grpc-1.45.2 opentelemetry-exporter-otlp-proto-http-1.45.2 opentelemetry-proto-1.45.2 opentelemetry-sdk-1.45.2 opentelemetry-semantic-conventions-0.66b2 optuna-5.0.0 pandas-3.1.0 pillow-13.0.0 primePy-1.3 propcache-0.5.4 protobuf-7.36.2 pyannote-audio-4.0.7 pyannote-core-6.1.0 pyannote-database-6.1.1 pyannote-metrics-4.2.0 pyannote-pipeline-4.1.0 pyannoteai-sdk-0.4.0 pygments-2.21.0 pyparsing-3.3.3 python-dateutil-4.0.0 pytorch-lightning-2.6.6 pytorch-metric-learning-3.0.1 regex-2026.9.29 rich-15.0.0 safetensors-0.8.0 scikit-learn-1.9.1 scipy-1.18.1 shellingham-1.5.4 sortedcontainers-2.4.0 sqlalchemy-2.1.6 sympy-1.14.0 threadpoolctl-3.7.0 tokenizers-0.23.3 torch-2.15.0 torch-audiomentations-0.12.0 torch-pitch-shift-1.2.5 torchaudio-2.11.1 torchcodec-0.17.0 torchmetrics-1.9.0 transformers-5.22.1 truststore-0.10.5 typer-0.27.3 tzdata-2026.6 yarl-1.25.1
(py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog>
CUDA 12.4 に対応した torch をインストールします．
(py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog> pip install --force-reinstall torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu124 ⏎
Looking in indexes: https://download.pytorch.org/whl/cu124
Collecting torch
Downloading torch-2.6.0%2Bcu124-cp313-cp313-win_amd64.whl.metadata (28 kB)
Collecting torchvision
Downloading torchvision-0.21.0%2Bcu124-cp313-cp313-win_amd64.whl.metadata (6.3 kB)
Collecting torchaudio
Downloading torchaudio-2.6.0%2Bcu124-cp313-cp313-win_amd64.whl.metadata (6.8 kB)
Collecting filelock (from torch)
Downloading filelock-4.2.4-py3-none-any.whl.metadata (2.0 kB)
Collecting typing-extensions>=4.10.0 (from torch)
Using cached typing_extensions-4.16.0-py3-none-any.whl.metadata (3.3 kB)
Collecting networkx (from torch)
Using cached networkx-3.7-py3-none-any.whl.metadata (6.7 kB)
Collecting jinja2 (from torch)
Using cached jinja2-3.1.6-py3-none-any.whl.metadata (2.9 kB)
Collecting fsspec (from torch)
Using cached fsspec-2026.9.0-py3-none-any.whl.metadata (10 kB)
Collecting setuptools (from torch)
Downloading setuptools-78.1.0-py3-none-any.whl.metadata (6.6 kB)
Collecting sympy==1.13.1 (from torch)
Using cached sympy-1.13.1-py3-none-any.whl.metadata (12 kB)
Collecting mpmath<1.4,>=1.1.0 (from sympy==1.13.1->torch)
Using cached mpmath-1.3.0-py3-none-any.whl.metadata (8.6 kB)
Collecting numpy (from torchvision)
Using cached numpy-2.5.4-cp313-cp313-win_amd64.whl.metadata (6.6 kB)
Collecting pillow!=8.3.*,>=5.3.0 (from torchvision)
Using cached pillow-13.0.0-cp313-cp313-win_amd64.whl.metadata (9.3 kB)
Collecting MarkupSafe>=2.0 (from jinja2->torch)
Downloading markupsafe-3.0.3-cp313-cp313-win_amd64.whl.metadata (2.8 kB)
Downloading torch-2.6.0%2Bcu124-cp313-cp313-win_amd64.whl (2532.3 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.5/2.5 GB 60.1 MB/s 0:00:24
Using cached sympy-1.13.1-py3-none-any.whl (6.2 MB)
Using cached mpmath-1.3.0-py3-none-any.whl (536 kB)
Downloading torchvision-0.21.0%2Bcu124-cp313-cp313-win_amd64.whl (6.1 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6.1/6.1 MB 77.8 MB/s 0:00:00
Downloading torchaudio-2.6.0%2Bcu124-cp313-cp313-win_amd64.whl (4.2 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4.2/4.2 MB 71.6 MB/s 0:00:00
Using cached pillow-13.0.0-cp313-cp313-win_amd64.whl (7.3 MB)
Using cached typing_extensions-4.16.0-py3-none-any.whl (45 kB)
Downloading filelock-4.2.4-py3-none-any.whl (162 kB)
Using cached fsspec-2026.9.0-py3-none-any.whl (221 kB)
Using cached jinja2-3.1.6-py3-none-any.whl (134 kB)
Downloading markupsafe-3.0.3-cp313-cp313-win_amd64.whl (15 kB)
Using cached networkx-3.7-py3-none-any.whl (2.1 MB)
Using cached numpy-2.5.4-cp313-cp313-win_amd64.whl (12.6 MB)
Downloading setuptools-78.1.0-py3-none-any.whl (1.3 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.3/1.3 MB 14.3 MB/s 0:00:00
Installing collected packages: mpmath, typing-extensions, sympy, setuptools, pillow, numpy, networkx, MarkupSafe, fsspec, filelock, jinja2, torch, torchvision, torchaudio
Attempting uninstall: mpmath
Found existing installation: mpmath 1.3.0
Uninstalling mpmath-1.3.0:
Successfully uninstalled mpmath-1.3.0
Attempting uninstall: typing-extensions
Found existing installation: typing_extensions 4.16.0
Uninstalling typing_extensions-4.16.0:
Successfully uninstalled typing_extensions-4.16.0
Attempting uninstall: sympy
Found existing installation: sympy 1.14.0
Uninstalling sympy-1.14.0:
Successfully uninstalled sympy-1.14.0
Attempting uninstall: setuptools
Found existing installation: setuptools 84.2.1
Uninstalling setuptools-84.2.1:
Successfully uninstalled setuptools-84.2.1
Attempting uninstall: pillow
Found existing installation: pillow 13.0.0
Uninstalling pillow-13.0.0:
Successfully uninstalled pillow-13.0.0
Attempting uninstall: numpy
Found existing installation: numpy 2.5.4
Uninstalling numpy-2.5.4:
Successfully uninstalled numpy-2.5.4
Attempting uninstall: networkx
Found existing installation: networkx 3.7
Uninstalling networkx-3.7:
Successfully uninstalled networkx-3.7
Attempting uninstall: MarkupSafe
Found existing installation: MarkupSafe 3.0.4
Uninstalling MarkupSafe-3.0.4:
Successfully uninstalled MarkupSafe-3.0.4
Attempting uninstall: fsspec
Found existing installation: fsspec 2026.9.0
Uninstalling fsspec-2026.9.0:
Successfully uninstalled fsspec-2026.9.0
Attempting uninstall: filelock
Found existing installation: filelock 4.2.6
Uninstalling filelock-4.2.6:
Successfully uninstalled filelock-4.2.6
Attempting uninstall: jinja2
Found existing installation: Jinja2 3.1.6
Uninstalling Jinja2-3.1.6:
Successfully uninstalled Jinja2-3.1.6
Attempting uninstall: torch
Found existing installation: torch 2.15.0
Uninstalling torch-2.15.0:
Successfully uninstalled torch-2.15.0
Attempting uninstall: torchaudio
Found existing installation: torchaudio 2.11.1
Uninstalling torchaudio-2.11.1:
Successfully uninstalled torchaudio-2.11.1
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
pyannote-audio 4.0.7 requires torch>=2.8.0, but you have torch 2.6.0+cu124 which is incompatible.
pyannote-audio 4.0.7 requires torchaudio>=2.8.0, but you have torchaudio 2.6.0+cu124 which is incompatible.
pytorch-metric-learning 3.0.1 requires torch>=2.14.0, but you have torch 2.6.0+cu124 which is incompatible.
whisperx 3.8.6 requires huggingface-hub<1.0.0, but you have huggingface-hub 2.4.0 which is incompatible.
whisperx 3.8.6 requires torch~=2.8.0, but you have torch 2.6.0+cu124 which is incompatible.
whisperx 3.8.6 requires torchaudio~=2.8.0, but you have torchaudio 2.6.0+cu124 which is incompatible.
whisperx 3.8.6 requires torchcodec<0.8.0,>=0.6.0; (sys_platform == "linux" and platform_machine == "x86_64") or sys_platform == "darwin" or sys_platform == "win32", but you have torchcodec 0.17.0 which is incompatible.
whisperx 3.8.6 requires torchvision~=0.23.0, but you have torchvision 0.21.0+cu124 which is incompatible.
Successfully installed MarkupSafe-3.0.3 filelock-4.2.4 fsspec-2026.9.0 jinja2-3.1.6 mpmath-1.3.0 networkx-3.7 numpy-2.5.4 pillow-13.0.0 setuptools-78.1.0 sympy-1.13.1 torch-2.6.0+cu124 torchaudio-2.6.0+cu124 torchvision-0.21.0+cu124 typing-extensions-4.16.0
(py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog>
インストールされたパッケージを確認しておきましょう．CUDA 12.4 に対応した torch，torchaudio，torchvision がインストールできていることに注意して下さい．
(py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog> pip list | Select-String whisper ⏎ faster-whisper 1.2.1 whisperx 3.8.6 (py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog> pip list | Select-String torch ⏎ pytorch-lightning 2.6.6 pytorch-metric-learning 3.0.1 torch 2.6.0+cu124 torch-audiomentations 0.12.0 torch_pitch_shift 1.2.5 torchaudio 2.6.0+cu124 torchcodec 0.17.0 torchmetrics 1.9.0 torchvision 0.21.0+cu124 (py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog> pip list | Select-String pyannote ⏎ pyannote-audio 4.0.7 pyannote-core 6.1.0 pyannote-database 6.1.1 pyannote-metrics 4.2.0 pyannote-pipeline 4.1.0 pyannoteai-sdk 0.4.0 (py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog>
Python から CUDA が利用できるようになったことを確認するために，次のコード (cuda_test.py) を準備します．
cuda_test.py
import torch
print(torch.cuda.is_available())
上のプログラムを実行して True が表示されれば OK です．
(py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog> python cuda_test.py ⏎
True
(py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog>
話者分離を行うためにはこのページを参考にアカウントとトークンを作成し，次のコマンドでトークンを利用して huggingface_hub にログインします．
(py313watchdog) PS C:\Users\rinsaka\Documents\python\watchdog> hf auth login ⏎ _| _| _| _| _|_|_| _|_|_| _|_|_| _| _| _|_|_| _| _| _| _| _| _| _| _|_| _| _| _|_|_|_| _| _| _| _|_| _| _|_| _| _| _| _| _| _|_| _| _| _| _| _| _| _| _| _| _| _|_| _| _| _| _| _|_| _|_|_| _|_|_| _|_|_| _| _| _|_|_| To log in, `huggingface_hub` requires a token generated from https://huggingface.co/settings/tokens . Enter your token (input will not be visible): (ここにトークンをペーストする) ⏎ Add token as git credential? (Y/n) y