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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%

Docker Hub

hub.docker.com › r › thomasvvugt › whisperx

thomasvvugt/whisperx - Docker Image

Videos

06:58

YouTube

INSANELY EASY! Deploy Whisper AI Locally with Docker - Speech to ...

July 26, 2025

15:05

YouTube

n8n Tutorial: Automatic Transcripts with Whisper in Docker - YouTube

July 17, 2025

14:09

YouTube

Setup LOCAL VOICE Assistant Using Docker with Home Assistant ...

October 23, 2023

26:43

YouTube

Build a Containerized Transcription API using Whisper Model and ...

October 8, 2023

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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

Docker Hub

hub.docker.com › r › pluja › whisperx-api

pluja/whisperx-api - Docker Image

Docker Hub

hub.docker.com › r › dustynv › whisperx

dustynv/whisperx - Docker Image

GitLab

gitlab.com › wiregate › whisperx-gui-docker

Wiregate / whisperx-gui-docker · GitLab

whisperx-gui-docker · Project information · README · Created on · March 08, 2024 · Loading

Docker Hub

hub.docker.com › r › nionmaron › whisperx-app

nionmaron/whisperx-app - Docker Image

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.

Medium

learningdevops.medium.com › step-by-step-guide-to-building-a-dockerfile-for-deploying-openai-whisper-models-with-dynamic-model-7bfa8ba95cd7

Step-by-Step Guide to Building a Dockerfile for Deploying OpenAI Whisper Models with Dynamic Model Selection | by Ravi Pandit | Medium

November 13, 2024 - Using a Dockerfile to deploy Whisper with support for various models brings significant advantages in flexibility, consistency, and scalability. By containerizing Whisper, you eliminate compatibility issues, as dependencies are encapsulated within the Docker image, making the setup consistent across different environments.

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GitHub

github.com › Azooz-AI › WhisperX-Docker-API

GitHub - Azooz-AI/WhisperX-Docker-API: WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization) with Docker Ready and API Server

A Docker-based API server for WhisperX with multi-language transcription, speaker diarization, and word-level timestamps.

Starred by 7 users

Forked by 3 users

Languages Python

GitHub

github.com › jim60105 › docker-whisperX › blob › master › README.md

docker-whisperX/README.md at master · jim60105/docker-whisperX

This is the docker image for WhisperX: Automatic Speech Recognition with Word-Level Timestamps (and Speaker Diarization) from the community.

Author jim60105

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)

Top answer

1 of 4

2

I'm curious why you didn't use https://github.com/openai/whisper

2 of 4

2

Running on MacOS, had to remove two instances of static/files from app.py, otherwise was getting ‘file not found’ errors on submit. Form seemed to work after that, processed an mp3 to 100%. Then: /usr/local/lib/python3.8/dist-packages/torch/_utils.py:147: UserWarning: Failed to initialize NumPy: module compiled against API version 0xf but this version of numpy is 0xd (Triggered internally at /root/pytorch/torch/csrc/utils/tensor_numpy.cpp:84.) Not sure what to do about this.

Docker

hub.docker.com › layers › nionmaron › whisperx-app › en-cpu-0.1 › images › sha256-d6b6e81c877dfa0af880bd7172ef53193800b0ab72bab4e7dd1db7bafc247695

Docker

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.

GitHub

github.com › emsi › whisperX

GitHub - emsi/whisperX: whisperX docker image that works

Use the helper script whisperX that calls the container or put it in your ~/.local/bin folder to use it as a command line tool. ... docker compose --file "<path_to_this_project>/docker-compose.yaml" run -v "$(pwd)":/whisperX --rm whisperx --help

Author emsi

LabLab

lablab.ai › t › whisper-api-flask-docker

Creating OpenAI Whisper API in a Docker Container tutorial

It's your turn to build something that matters. If you're serious about AI, you're in the right place - the community where developers and founders ship AI products through world-class hackathons.

Docker Hub

hub.docker.com › r › onerahmet › openai-whisper-asr-webservice

onerahmet/openai-whisper-asr-webservice - Docker Image

Medium

egemengulpinar.medium.com › running-whisper-large-v3-on-docker-with-gpu-support-e8a5b5daabf9

Running OpenAI Whisper Model on Docker with GPU Support | by Egemen Gulpinar | Medium

August 28, 2024 - Hi fellows, in this article I have talked about how to run the Whisper Large v3 Speech-to-Text(STT) model on a Docker container with GPU support. This guideline helps you to deploy your other deep learning models as well. Please follow each step carefully.

GitHub

github.com › justinwlin › runpodWhisperx

GitHub - justinwlin/runpodWhisperx: Runpod WhisperX Docker Container Repo

Runpod WhisperX Docker Container Repo. Contribute to justinwlin/runpodWhisperx development by creating an account on GitHub.

Starred by 15 users

Forked by 18 users

Languages Python 64.9% | Dockerfile 29.8% | Makefile 5.3%

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....

Codeberg

codeberg.org › aryak › whisperx-server

aryak/whisperx-server: A basic API to perform transcribing tasks using WhisperX, which uses the faster-whisper model. - Codeberg.org

A basic API to perform transcribing tasks using WhisperX, which uses the faster-whisper model. PS: This project is intentionally basic and does just enough to work with mozhi, but I am open to suggestions on new features / improvements too.. ... Note: the Dockerfile disables nvidia for storage reasons, please change the dockerfile if you want to use nvidia