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GitHub
github.com › jim60105 › docker-whisperX
GitHub - jim60105/docker-whisperX: Dockerfile for WhisperX: Automatic Speech Recognition with Word-Level Timestamps and Speaker Diarization (Dockerfile, CI image build and test)
This is the docker image for WhisperX: Automatic Speech Recognition with Word-Level Timestamps (and Speaker Diarization) from the community.
Starred by 404 users
Forked by 47 users
Languages   Dockerfile 76.6% | Python 14.4% | HCL 9.0%
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Docker Hub
hub.docker.com › r › pluja › whisperx-api
pluja/whisperx-api - Docker Image
© 2025 Docker, Inc. All rights reserved. | Terms of Service | Subscription Service Agreement | Privacy | Legal
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Docker Hub
hub.docker.com › r › thomasvvugt › whisperx
thomasvvugt/whisperx - Docker Image
© 2025 Docker, Inc. All rights reserved. | Terms of Service | Subscription Service Agreement | Privacy | Legal
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GitHub
github.com › thomasvvugt › whisperx
GitHub - thomasvvugt/whisperx: Docker image for WhisperX by Max Bain
docker run -it --rm -v /path/to/audio_files:/app thomasvvugt/whisperx:cpu recording.mp3 --batch_size 4 --compute_type int8
Starred by 12 users
Forked by 5 users
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Docker Hub
hub.docker.com › r › dustynv › whisperx
dustynv/whisperx - Docker Image
© 2025 Docker, Inc. All rights reserved. | Terms of Service | Subscription Service Agreement | Privacy | Legal
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GitLab
gitlab.com › wiregate › whisperx-gui-docker
Wiregate / whisperx-gui-docker · GitLab
whisperx-gui-docker · Project information · README · Created on · March 08, 2024 · Loading
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Karthik
karthikziffer.github.io › journal › dockerize-whisper-model.html
Dockerize whisper model | Karthik
April 13, 2024 - conda create --name whisperx python=3.10 conda activate whisperx conda install pytorch==2.0.0 torchaudio==2.0.0 pytorch-cuda=11.8 -c pytorch -c nvidia ''' on Ubuntu or Debian ''' sudo apt update && sudo apt install ffmpeg ''' on Arch Linux ''' sudo pacman -S ffmpeg ''' on MacOS using Homebrew (https://brew.sh/) ''' brew install ffmpeg ''' on Windows using Chocolatey (https://chocolatey.org/) ''' choco install ffmpeg ''' on Windows using Scoop (https://scoop.sh/) ''' scoop install ffmpeg pip install git+https://github.com/m-bain/whisperx.git · In local system these installation step works perfectly, but when the same steps are tried as a docker image, the dependency of whisperX on faster_whisper throws an error and breaks the installation.
Find elsewhere
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Docker Hub
hub.docker.com › r › nionmaron › whisperx-app
nionmaron/whisperx-app - Docker Image
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Reddit
reddit.com › r/rocm › issues with torchaudio and whisperx
r/ROCm on Reddit: Issues with torchaudio and whisperx
February 1, 2025 -

Hi,

I have been using a base Docker image on 7900xtx with WSL:

FROM rocm/pytorch:rocm6.3.1_ubuntu22.04_py3.10_pytorch

RUN useradd -m -s /bin/bash jupyter_user && \
    mkdir -p /workspace/node_modules && \
    chown -R jupyter_user:jupyter_user /workspace && \
    chmod -R 755 /workspace && \
    apt-get update && \
    apt-get install -y \
    ffmpeg \
    git \
    curl \
    unzip && \
    rm -rf /var/lib/apt/lists/*

WORKDIR /workspace

CMD ["/bin/bash"]

This setup works, and I can confirm it with:

import torch
torch.cuda.is_available()

However, as soon as I install torchaudio, it seems to start downloading a new version of torch, which messes things up.

I found this page but I'm unsure which .whl file to try: https://download.pytorch.org/whl/torchaudio/

Also, WhisperX seems to have other issues on ROCm: https://github.com/m-bain/whisperX/issues/566

Can anyone clarify which popular libraries like this still don't work properly on ROCm?

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Docker Hub
hub.docker.com › r › realyashnag › worker-whisperx
realyashnag/worker-whisperx
Welcome to the world's largest container registry built for developers and open source contributors to find, use, and share their container images. Build, push and pull.
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Docker Hub
hub.docker.com › r › onerahmet › openai-whisper-asr-webservice
onerahmet/openai-whisper-asr-webservice - Docker Image
openai-whisper-asr-webservice · © 2025 Docker, Inc. All rights reserved. | Terms of Service | Subscription Service Agreement | Privacy | Legal
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YouTube
youtube.com › watch
INSANELY EASY! Deploy Whisper AI Locally with Docker - Speech to Text in 2 Commands - Beginner - YouTube
Learn how to deploy OpenAI's Whisper AI locally using Docker with just 2 simple commands! No Python installation, no dependency issues, and no need to share ...
Published   July 26, 2025
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Docker
hub.docker.com › layers › nionmaron › whisperx-app › en-cpu-0.1 › images › sha256-d6b6e81c877dfa0af880bd7172ef53193800b0ab72bab4e7dd1db7bafc247695
Image Layer Details - nionmaron/whisperx-app:en-cpu-0.1
Welcome to the world's largest container registry built for developers and open source contributors to find, use, and share their container images. Build, push and pull.
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Replicate
replicate.com › erium › whisperx
erium/whisperx | Run with an API on Replicate
whisperx · Automatic Speech ... but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker....
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GitHub
github.com › jim60105 › docker-whisperX › blob › master › Dockerfile
docker-whisperX/Dockerfile at master · jim60105/docker-whisperX
Dockerfile for WhisperX: Automatic Speech Recognition with Word-Level Timestamps and Speaker Diarization (Dockerfile, CI image build and test) - docker-whisperX/Dockerfile at master · jim60105/docker-whisperX
Author   jim60105
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Reddit
reddit.com › r/openai › whisper docker container
r/OpenAI on Reddit: Whisper docker container
April 25, 2023 -

So there wasn't a solution out that would allow you to submit your audio/video files to a dockerized flask app and have your subtitle files etc generated as if you were using whisper via the command line... so I made one. Go check it out here jlonge4/whisperAI-flask-docker: I built this project because there was no user friendly way to upload a file to a dockerized flask web form and have whisper do its thing via CLI in the background. Now there is. Enjoy! (github.com)

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CodeSandbox
codesandbox.io › p › github › jim60105 › Dockerfile-template › master
Dockerfile-template
CodeSandbox is a cloud development platform that empowers developers to code, collaborate and ship projects of any size from any device in record time.
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Bentoml
docs.bentoml.org › en › latest › use-cases › audio › whisperx.html
WhisperX: Speech recognition - BentoML
January 22, 2024 - service: "service:WhisperX" labels: owner: bentoml-team project: gallery include: - "*.py" python: requirements_txt: "./requirements.txt" docker: system_packages: - ffmpeg - git