Conda install openai whisper ubuntu pip install -U openai-whisper; Specify GPU Device in Command: When running the Whisper command, specify the --device cuda option. com / openai / whisper. 3k次。船新UBUNTU 安装openai 从零开始 @TOC从零开始 openai 安装 pytorch1. It's important to have the CUDA version of PyTorch installed first. May 14, 2023 · 文章浏览阅读7. 8-c pytorch -c nvidia cpu版本. 1-c pytorch -c nvidia pip install python-dotenv moviepy openai-whisper accelerate datasets [audio] pip install numpy == 1. 8到3. Mar 23, 2025 · Download files. WHISPER_CUBLAS=1 make -j. 安装PyTorch. $ pipx install openai-whisper. This implementation is up to 4 times faster than openai/whisper for the same accuracy while using less memory. 测试 Whisper 模型. The module you installed will be installed to a different python environment than what you are using right now. It is tailored for the whisper model to provide faster whisper transcription. cn/simple conda install -c conda-forge ffmpeg 四、测试效果 Nov 29, 2024 · OpenAI的语音识别模型Whisper，Whisper 是一个自动语音识别（ASR，Automatic Speech Recognition）系统，OpenAI 通过从网络上收集了 68 万小时的多语言（98 种语言）和多任务（multitask）监督数据对 Whisper 进行了训练。OpenAI 认为使用这样一个庞大而多样的数据集，可以提高对 Oct 26, 2022 · OpenAI Whisper是目前谷歌语音转文字的最佳开源替代品。它可以在100种语言中原生工作（自动检测），增加标点符号，如果需要，它甚至可以翻译结果。在这篇文章中，我们将告诉你如何安装Whisper并将其部署到生产中。 2021年11⽉的 Microsoft Ignite ， 微软带来了全新的 Azure OpenAI Service，通过新的 Azure 认知服务能够访问 OpenAI 强⼤的 GPT-3 模型 。 虽然微软还没有正式开放 Open AI Service ， 但 GitHub 和 OpenAI 已经推出了基于 GPT-3 的新模型 Codex 的⼯具 - Copilot ，通过它可以帮助软件开发⼈员更⾼效地编写代码。 5. Conda? Which one? There are three items that are referred to as "conda". Distil-Whisper is a distilled version of the OpenAI Whisper model, developed by Hugging Face. 命令行： whisper 录音文件地址 --model base. All are installed with Python’s pip. The solution is to install faster_whisper seperately as a pip install command. By following the steps outlined in this guide, you can easily install and utilize Whisper AI on your Windows operating system. 8 をインストールしておけば容易に環境を構築できます。 Clear the package cache upon completion - Runs conda clean --all --force-pkgs-dirs after the install finishes. I'm running Windows 11. 1 运行whisper Feb 25, 2025 · 配置只需要解压后将文件里面的bin路径放入系统环境变量Path中即可。7. conda create -n whisper conda activate whisper. . 使用conda命令创建python3. Once installed, use Whisper to transcribe audio files. For more information on these commands, see the conda command documentation. wav Sep 23, 2022 · 先日、OpenAIが公開したオープンソースの音声認識ソフトウェアであるWhisperをWindowsにインストールする方法について記載する。 Anaconda(Miniconda)のインストール Anacondaもしくは、Minicondaをダウンロードして、インストールする。 必要に応じて仮想環境を作成して、activateする。 PyTorchインストール Mar 1, 2025 · 三、开始在conda部署whisper相关组件. Introduction. Nov 18, 2024 · conda install pytorch torchvision torchaudio pytorch-cuda=12. pip install faster-whisper 3. See the instructions for installing in silent mode on macOS. With your environment activated, you can now install the OpenAI Whisper library. 10 conda activate llm 创建后查看Python版本是3. Let's clear the screen and now let's fire up our Python interpreter. This guide assumes you have a basic understanding of using the terminal and Git. Whisperとは？ Whisperのシステム要件; Whisperのインストール; Whisperの動作確認; それでは、上記に沿って解説していきます。 Dec 2, 2023 · What is Whisper. org Dec 28, 2024 · Learn how to seamlessly install and configure OpenAI’s Whisper on Ubuntu for automatic audio transcription and translation. Running WhisperAI. 4. Run the following command in your terminal: pip install --upgrade openai This command will install the latest version of the OpenAI Python library, which includes Whisper functionality. CPU inference도 가능은 할 거라 짐작하지만 CUDA 를 사용할 때보다 훨씬 느립니다. I'm just going to say pip install OpenAI dash dash upgrade if it is not already installed. 本地部署 Whisper 及 WhisperDesktop. cppも開発されています。 (これについは今回は扱いません。また後で記事にしようと思います。 Oct 4, 2022 · Deepgram's Whisper API Endpoint. Download and install Anaconda3 (at time of writing, Anaconda3-5. 0を使おうとしてひどい目にあった。：経験談) Dec 19, 2023 · pip install -U openai-whisper 或者 pip install git + https: // github. 이 API를 사용하면 음성을 텍스트로 변환하는 Mar 8, 2023 · conda create -n whisper python=3. はじめにTwitter を眺めていたら OpenAI がリリースした Whisper という音声認識テキスト化のモデルがすごいらしいとのこと。 Jul 18, 2023 · conda install cudnn=7. In this article we will show you how to install Whisper and deploy it into production. I let this run over night, with screen-fulls of errors, and various messages. 安装完后可以运行 whisper --help 查看帮助命令和参数，看看是否安装成功。 1、安装虚拟环境 conda create --name OPENAI python ==3. Welcome to our comprehensive guide on installing and using OpenAI's Whisper, an advanced speech recognition model. Jul 1, 2024 · faster-whisper是基于OpenAI的Whisper模型的高效实现，它利用CTranslate2，一个专为Transformer模型设计的快速推理引擎。 这种实现不仅提高了 语音识别 的速度，还 优化 了内存使用效率。 Welcome to the Open WebUI Documentation Hub! Below is a list of essential guides and resources to help you get started, manage, and develop with Open WebUI. This guide covers a custom installation script, converting MP4 to MP3, and using Whisper’s Python API for accurate multilingual text generation. Compiling with OpenVINO Runtime from Conda-Forge on Linux# When linking OpenVINO libraries from Conda on Linux, ensure that you have the necessary Conda compilers installed and Conda standard libraries are used. 可以实时录音并且语音转中文的代码编写（使用gpu运行）2. Dec 16, 2023 · 役割: OpenAIのWhisperモデルを高速化して提供するためのライブラリです。 インストール : pip install faster_whisper # Python3 用 pip3 install faster_whisper Oct 26, 2022 · OpenAI Whisper is the best open-source alternative to Google speech-to-text as of today. 1 运行whisper Jan 2, 2023 · The installation steps for Linux should be almost exactly the same, as once you have Python installed and set up, the rest are just packages built on top of it. 6. 激活虚拟环境. edu. 7-c pytorch -c nvidia Feb 2, 2024 · conda create -n py310-whisper python=3. I tried it on i5 4200u, laptop cpu and 15min took 3 minutes - tiny; 6min -base; 20min - small; and 90min medium. json(), . Seeking help/advice how The above interface eagerly reads the full response body when you make the request, which may not always be what you want. 1安装新手上车，装了一个星期，从第一句cd命令开始，真是令人头皮发麻！ Sep 29, 2024 · pip install openai-whisper -i https://pypi. Jan 29, 2025 · So, I have set the environment variables. Whisper API는 2023년 3월에 출시된 오픈AI의 새로운 서비스입니다. 最初に注意点を、グラフィックボードのドライバは最新にしておくこと。 cudaは11. 0). One is likely to work! Mar 21, 2025 · conda activate whisper-env Step 3 - Install Whisper. sh Index of /anaconda/archive/ | 清华大学… To install PyTorch via Anaconda, and you do have a CUDA-capable system, in the above selector, choose OS: Linux, Package: Conda and the CUDA version suited to your machine. CMD命令窗口建立名为whisper的虚拟环境： conda create -n whisper python==3. sh file. Apr 20, 2023 · These commands work for Ubuntu. 安装 ffmpeg 5. I place an audio file, called test. After the installation below, you need to downgrade numpy to 1. iter_text(), . tsinghua. Feb 28, 2023 · Now on one hand, it seems pretty easy to install Whisper (it is a pip install) and run it on a single audio file. 运行. Ultimately, the package never installed. Manually trying out #stt using @twimlai latest episode as a guinea pig (sorry @samcharrington ) to see how @OpenAI 's #whisper model works. Apr 14, 2023 · 1. 安装Whisper pip install-U openai-whisper 5 Sep 23, 2022 · このような場合には、Whisperがオススメです。 この記事では、ほぼ完璧な文字起こしができるWhisperについて解説しています。 本記事の内容. piiq / packages / openai-whisper 20230308. 8 と cuDNN 8 for CUDA 11. Uninstalling conda#. read(), . Step 1 - Clone the Repository Mar 16, 2023 · Anaconda、Python、CUDA、PyTorch、Chocotray、ffmpeg、そしてOpenAIのWhisperパッケージをインストール方法。 また、MP4ファイルをMP3に変換する方法と、Whisperを起動し、音声から文字を出力する方法についても説明していきます。 Oct 9, 2023 · In this tutorial, I'll show you the ways to install Conda on Ubuntu. How can I give some hint phrases, as it can be done with some other ASR such as Google? To transcribe with OpenAI's Whisper (tested on Ubu Robust Speech Recognition via Large-Scale Weak Supervision - openai/whisper Sep 22, 2022 · I found this on the github for pytorch: pytorch/pytorch#30664 (comment) I just modified it to meet the new install instructions. It's designed to be exceptionally fast than other implementation, boasting a 2. iter_lines() or . py. Apr 13, 2024 · In this blog post, I have shared the dockerfile to dockerize the whisper model inference by overcoming the issue of installing faster_whisper. To do so, run the following command in your Conda environment: Jun 14, 2023 · Puzzled. 5. May 4, 2024 · Ask questions, find answers and collaborate at work with Stack Overflow for Teams. cn / simple openai-whisper 2. 安装ffmpeg conda install ffmpeg -c conda-forge 4. Next, let's install our OpenAI. If this issue persists, please contact us through our help center at https://help. Whisper is a state of the art speech to text recognition software that is being developed by OpenAI and open sourced by them, so everybody can download it and use on their own また、GPUを使わずにCPUのみでも早く実行できるWhisper. 依次执行以下代码. 9及以下！！ 否则一直会出错 出错 ImportError: cannot import name ‘COMMON_SAFE_ASCII_CHARACTERS’ from ‘chars… Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. bat file. 8以上，否则会报错 2. 50GB should be enough: Install Nvidia Drivers sudo apt update sudo apt -y upgrade sudo apt install -y ubuntu-drivers-common ffmpeg sudo ubuntu-drivers autoinstall sudo reboot Install conda Oct 5, 2024 · 2. Whisper 是一个通用的语音识别模型。它是在一个大型的不同音频数据集上训练出来的，也是一个多任务模型，可以进行多语言语音识别(multilingual speech recognition)、语音翻译(speech translation)和语言识别(language identification)。 Whisper is a fixed-size database, similar in design and purpose to RRD (round-robin-database). Neste artigo vamos mostrar-lhe como instalar o Whisper e implementá-lo na produção. I use the pip command to install Whisper into the (Whisper) environment: pip install -U openai-whisper NOTE: The -U flag means upgrade, if Whisper is already installed. gpu版本. 7注意，一定要python的版本 一定要 3. python -m pip install--upgrade pip 注意，pip install --upgrade pip这样写在Win10环境下报错了. 然后 pip 安装 whisper：pip install -U openai-whisper. 四、Const-me / Whisper【支持AMD显卡，有GUI】 一、openai / whisper (原版) 官方原版whisper的硬件推理支持与PyTorch一致，在Windows上仅支持NVIDIA CUDA，在Linux上可以使用AMD ROCm。 环境（NVIDIA GPU）：CUDA、cuDNN Jan 27, 2024 · Run pip3 install openai-whisper in your command line. python代码运行： 视频版：whisper介绍 Open AI在2022年9月21日开源了号称其英文语音辨识能力已达到人类水准的Whisper神经网络，且它亦支持其它98种语言的自动语音辨识。 Whisper系统所提供的自动语音辨识（Automatic Speech Recogn… OpenAI Whisper 项目介绍 . text(), . $ conda create --name whisper $ conda activate whisper. 修改两处红框： 添加上新建环境的lib文件夹。 对于 GTX 1080 显卡，可以使用 sm_61，可以运行 nvcc --help 查看支持的 gpu-architecture; make clean. 然后根据OpenAI官方文档进行OpenAI库的安装. json, etc. Anaconda finds the package metadata, then comes screen-fulls of “frozen solve”, and failed current_repodata. Our OpenAI Whisper API endpoint is easy to work with on the command-line - you can use curl to quickly send audio to our API. Sep 23, 2022 · Thank you, using "--device cuda" was successful after correctly configuring ROCm/HIP. OpenAI's Whisper-large-v3 represents a leap forward in automatic speech recognition. 04 （NUC）+ 麦克风; 步骤. conda create -n whisper python=3. true. 11. Purpose: These instructions cover the steps not explicitly set out on the main Whisper page, e. Jun 5, 2023 · 一、首先，要有一个anaconda环境, python 版本要高于3. 3 安装 FFmpeg. Click Show details to view the packages being installed. 다양한 오디오의 대규모 데이터 세트에 대해 학습되며 다국어 음성 인식, 음성 번역 및 언어 식별을 수행할 수 있는 멀티태스킹 모델이기도 합니다. cn/simple （5）检测whisper的功能 完成安装后，通过文件传输工具将任意录取的一段mp3录音文件传输到树莓派5中，放到某个文件夹中，并且进入该文件夹，如图： Jan 31, 2024 · 3、配置whisperrootroot@rootroot-X99-Turbo:~$ rootroot@rootroot-X99-Turbo:~$ python -m pip install --upgrade pip【可以不安装_whisper ubuntu 20240127在ubuntu20. sh/ and follow the instructions. Now, you can install Whisper along with its dependencies. 1 -c pytorch -c nvidia pip install python-dotenv moviepy openai-whisper accelerate datasets[audio] pip install numpy==1. This directs the model to utilize the GPU for processing. Reboot so the system uses the driver. with_streaming_response instead, which requires a context manager and only reads the response body once you call . To stream the response body, use . 6を使用すること。（色気を出して後発の11. If you're not sure which to choose, learn more about installing packages. Mar 14, 2023 · 创建一个 conda 环境，并激活它。 $ conda create --name whisper $ conda activate whisper. Pages in this article: Page 1 – Introduction and Installation Page 2 – In Operation and Summary See full list on pypi. 3X speed improvement over WhisperX and a 3X speed boost compared to HuggingFace Pipeline with FlashAttention 2 (Insanely Fast Whisper). Whisper 依赖于 ffmpeg 来处理音频文件格式。可以通过 Conda 安装 ffmpeg： conda install -c conda-forge ffmpeg 3. Updating conda#. OpenAI Whisper 是一个由 OpenAI 开发的开源自动语音识别 (ASR) 系统，用于执行语音识别和语音翻译功能，并且能够将多种语言的语音转录成文字。 主要特点： 多语言语音识别：Whisper 可以处理多种语言的语音转录，不仅仅局限于英语。 Mar 20, 2023 · pip install -U openai-whisper. Install Python 3. openai. In this tutorial, we cover the basics of getting started with Whisper AI on Windows. pip install openai 到这里出现了error: May 27, 2024 · 4 of 4: Installing Whisper AI. openAIが提供するライブラリでwhisperというものがあるらしい。 音声ファイルをテキストに文字起こししてくれるようで、使えるならばうれしい。 しかもMITライセンスで無料。試してみるしかない。 導入手順 ffmpegのインストール 配置ffmpeg命令全局可用，可以在bin目录加个链接。比如，分别执行如下命令，即可在:`/usr/bin`目录下创建`ffmpeg`和`ffprobe`软链接。 The OpenAI Python library provides convenient access to the OpenAI API from applications written in the Python language. conda install pytorch torchvision torchaudio pytorch-cuda=12. 1 torchvision==0. Mar 15, 2023 · Python + Whisperを使って音声の自動文字起こし。手順としては 1. It is designed to provide fast, efficient speech recognition while maintaining high accuracy. The Whisper project can be found on OpenAI’s GitHub as Whisper. 现在我们准备好使用 pip 安装 Whisper，pip 是 Python 的包管理器。 $ pip install -U openai-whisper. cpp with Apple's Core ML, you can generate a Core ML model off the downloaded Whisper model. My primary system is on Windows 11 and I Nov 18, 2024 · conda install pytorch torchvision torchaudio pytorch-cuda=12. Should be simple to change for other Linux distros. To install Whisper, you can use the following command (as suggested by Whisper instructions for Ubuntu, which May 24, 2023 · Try importing using import whisper instead of import openai_whisper it works. I've also updated PYTHONPATH to reflect the actual location of the site-packages for the conda environment. Step 3: Verify Whisperは，音声からの文字起こしや翻訳に使用されるモデルである．このページで説明するWhisperのインストール（Windows）および動作確認手順に従い，Pythonプログラムを使用して実行することができる．FFmpegをインストールすることで，音声ファイルからの文字起こしを実行し，結果をテキスト Feb 26, 2025 · 运行以下命令来安装 Whisper： pip install git + https: // github. Install Whisper with GPU Support: Install the Whisper package using pip. 13. Installing it on Windows can be a little tricky. conda create -n faster_whisper python = 3. Follow the installation instructions for Anaconda here. Follow the instructions and let the script install the necessary dependencies. conda activate whisper-env Step 2: Install OpenAI Whisper. 130; conda install cuda==11. Installing Whisper prerequisites. 4k次。这篇文章将会讲述如何在Ubuntu服务器上搭建商用级别的语音识别项目Whisper，这里你可以从零开始根据文档来搭建，文档中包括了Anaconda的安装，NVIDIA显卡驱动的安装，CUDA的安装，以及PyTorch的安装等等内容。 Jun 21, 2023 · This guide can also be found at Whisper Full (& Offline) Install Process for Windows 10/11. The installation might take a few minutes to complete. OpenAI's whisper does not natively support batching. sh，然后执行 bash Anaconda3-2022. pip3 install -U openai-whisper Admins-MBP:Github Admin$ Preparing metadata (setup. 使用 conda 安装 ffmpeg：conda install anaconda::ffmpeg. Nov 13, 2024 · Next, we need to install the libraries below via pip and conda. You must have some good cpu to handle that in real time. Try Teams for free Explore Teams Sep 28, 2024 · conda install -c conda-forge ffmpeg 总结 通过这篇教程，你已经了解了如何在 Windows 系统上部署 Whisper，创建虚拟环境、安装必要依赖，并利用 GPU 加速音频转录。 Windows本地部署OpenAI的强大语音识别系统Whisper| 支持CPU/GPU运算 | whisper的虚拟环境 conda activate Whisper #激活该环境 conda install Nov 14, 2024 · Next, we need to install the libraries below via pip and conda. Next page: Page 2 – In Operation and Summary. 1. To install this package run one of the following: conda install conda May 13, 2023 · 【代码】如何使用OpenAI的whisper。_openai whisper怎么使用 conda install pytorch torchvision torchaudio pytorch-cuda = 11. It provides fast, reliable storage of numeric data over time. 9 # python版本要求3. 新建目录; mkdir ~/whisper cd ~/whisper 制作语音，参考教程; rec test. Install the package manager Homebrew and then install FFMPEG using Homebrew. 1 openai-whisper-20230124 tokenizers-0. Alternatively, you may use any of the following commands to install openai, depending on your concrete environment. 接下来，我们需要安装 whisperX 存储库。但是，到目前为止，whisperX 不再经常维护。 Whisper is a general-purpose speech recognition model. 新建文件whisper_test. 8 conda activate whisper conda install pytorch torchvision torchaudio cpuonly -c pytorch pip install -U openai-whisper -i https://pypi. My primary system is on Windows 11 and I Whisper is a general-purpose speech recognition model. Alternatively, you may use any of the following commands to install openai, depending on your concrete environment (Linux, Ubuntu, Windows, macOS). Robust Speech Recognition via Large-Scale Weak Supervision - kentslaney/openai-whisper Nov 15, 2024 · Conclusion. wav 录制内容为： whipser本地部署. cn/simple （5）检测whisper的功能 完成安装后，通过文件传输工具将任意录取的一段mp3录音文件传输到树莓派5中，放到某个文件夹中，并且进入该文件夹，如图： To install OpenAI Whisper on Ubuntu, follow these detailed steps to ensure a smooth setup process. 6下配置whisper 南棱笑笑生 已于 2024-01-31 16:05:22 修改 Jan 28, 2023 · So I tried to install it, it said it installed successfully, but a python script couldn't find the whisper module. 什么是 Whisper. I tried to install whisper to transcribe an audio, I followed the instruction, I managed to install the package whisper, and ffmpeg (usin Mar 30, 2023 · Whisper는 범용 음성 인식 모델입니다. With this model, OpenAI has achieved new benchmarks in understanding and transcribing human speech, making it an invaluable tool for developers and businesses alike. 创建虚拟环境 4. Mar 14, 2023 · $ pip install -U openai-whisper 这是运行该命令的输出。 Successfully built openai-whisper Installing collected packages: tokenizers, huggingface-hub, transformers, openai-whisper Successfully installed huggingface-hub-0. parse(). Package openai is listed in Anaconda as a valid package. Feb 11, 2024 · With Google Colab, you can use both command-line and Python commands to call Whisper. Open a terminal window. Aug 22, 2023 · $ pip install -U openai-whisper 这是运行该命令的输出。 Successfully built openai-whisper Installing collected packages: tokenizers, huggingface-hub, transformers, openai-whisper Successfully installed huggingface-hub-0. After the process, it will run the GUI in a new browser tab. In Linux / macOS run the whisper-gui. 3 Jun 1, 2023 · Whisper란? Whisper는 2022년 9월에 OpenAI에서 공개된 범용 음성 인식 모델(general-purpose speech recognition model)입니다. 0. 3 Feb 9, 2024 · Ensure you have enough disk space to install packages. 1 cudatoolkit=11. 什么是 Whisper 2. Whisper AI provides a powerful and intuitive speech recognition solution for Windows users. Github 地址 3. 4. 26. I run the following command: whisper test1. tuna. pip install openai-whisper. 10. for those who have never used python code/apps before and do not have the prerequisite software already installed. 本地部署 Whisper 及 WhisperDesktop 1. 成功运行 Jan 4, 2024 · c:\Projects\whisper>pip install -U openai-whisper [success install, so snip] c:\Projects\whisper>whisper --help 'whisper' is not recognized as an internal or external command, operable program or batch file. そこにwhisperをインストール ⇒ 3. It works natively in 100 languages (automatically detected), it adds punctuation, and it can even translate the result if needed. 2 transformers-4. One is likely to work! 💡 If you have only one version of Python installed: pip install openai 💡 If you have Python 3 (and, possibly, other versions) installed: pip3 install openai 💡 If you don't have PIP or it doesn't work python -m pip install openai インストーラを起動したら、「Select Additional Tasks」のセクションで「Install FFmpeg」にチェックがついていることを確認してインストールを続行します。 （デフォルトで「Install FFmpeg」にはチェックがついています。） Whisperのインストール conda create -n llm python = 3. pyコードからmp3など音声を読み込み ⇒ それを自動文字起こし… この手順とかwhipserの文字起こし精度とか、判明したことを残しておきます。 WhisperS2T is an optimized lightning-fast open-sourced Speech-to-Text (ASR) pipeline. May 14, 2023 · 1. OpenAI has done some fantastic things. This tutorial is perfect for those looking Sep 23, 2022 · I use OpenAI's Whisper python lib for speech recognition. 8 conda activate whisper 注意：whisper要求python版本为3. 1)をインストール May 22, 2023 · Hello, I am using a Mac with a M1 chip and I have an issue. Install Nvidia and CUDA drivers sudo apt install nvidia-driver-530 nvidia-cuda-toolkit. 8。先去下面的网站下载一个Anaconda3-2022. 12. 内容如下 Sep 25, 2022 · I wanted to check out OpenAI whisper and see if I could find some personal applications for it. Download the file for your platform. Below is my second run, to show this list the system responses. Whisper needs ffmpeg to run. References Dec 2, 2022 · Unfortunately, I already set the environment path to contain the path to the bin directories for both the conda environment and the ffmpeg binary. Transformer sequence-to-sequence The OpenAI Python library provides convenient access to the OpenAI API from applications written in the Python language. Feb 15, 2024 · 本文分享 OpenAI Whisper 模型的安裝教學，語音轉文字，自動完成會議記錄、影片字幕、與逐字稿生成。 談到「語音轉文字」，或許讓人覺得有點距離、不太容易想像能用在什麼地方? 事實上，商務人士或學生都有機會遇到「語音轉文字」的工作，而且一旦遇到，大機率是個冗長煩人的工作(例如整理 Whisper is an ASR model developed by OpenAI, trained on a large dataset of diverse audio. iter_bytes(), . 04 LTS に Whisper, Faster Whisper, Whisper WebUI を新規にインストールする方法についてまとめました。予め CUDA 11. Stack Exchange network consists of 183 Q&A communities including Stack Overflow, the largest, most trusted online community for developers to learn, share their knowledge, and build their careers. 3. tsinghua. 0 to make this work. 16. So your corrected code would look like: We recommend installing Python through Anaconda. That is done and now let's first import our OpenAI. git 或者 pip install -i https: // pypi. Use the following command: conda install -c conda-forge openai-whisper This command installs the Whisper package from the conda-forge channel, ensuring you have the latest version available. conda install pytorch torchvision torchaudio pytorch-cuda = 12. I went on github and followed the instructions to set it up. Funciona nativamente em 100 línguas (detectado automaticamente), acrescenta pontuação, e pode mesmo traduzir o resultado, se necessário. Step 4 - Verify the Installation Mar 6, 2023 · Create a conda environment, and activate it. pip install ffmpeg-python conda install -c conda-forge ffmpeg OpenAI开源的 Whisper 语音转文本模型效果都说还不错，今天就给大家推荐 GitHub 上一个开源项目 Whisper Web，允许你可直接在浏览器中运行使用 Whisper。 基于 ML 进行语音识别，并可通过 Web GPU 进行运行加速，无需后端服务器，直接开箱即用。 Feb 19, 2025 · pip install -U openai-whisper; Mac installation: Skip the CUDA instructions above. 这是运行该命令的输出。 Nov 29, 2024 · Whisper 模型可以通过 pip 从 GitHub 安装。运行以下命令来安装 Whisper： pip install git + https: // github. Generate Core ML Model : If you plan to use Whisper. To do so, you have to specify the device parameter in the load_model method. conda install pytorch torchvision torchaudio cpuonly -c pytorch 3. Sep 24, 2022 · I use OpenAI's Whisper python lib for speech recognition. pip install -U openai Robust Speech Recognition via Large-Scale Weak Supervision - openai/whisper Sep 29, 2024 · pip install openai-whisper -i https://pypi. Whisper is a great project open to the public. 0 VENV (仮想環境構築） CPU Intel Corei5 GPU NVIDIA Geforece GTX-1650 (GPUは無くても動きます） #主な利用ライブラリー openai-whisper May 29, 2023 · whisper是OpenAI公司出品的AI字幕神器，是目前最好的语音生成字幕工具之一，开源且支持本地部署，支持多种语言识别（英语识别准确率非常惊艳）。 我想试用OpenAI Whisper，看看是否可以为其找到一些个人应用。 该脚本在第三个安装了Ubuntu的系统上运行。 conda install -c Nov 8, 2023 · OpenAI Whisper-v3 Complete Guide. So, I'm just going to go with this. Whisper 是一个由 OpenAI 开发的通用语音识别模型（ASR），在大量多样化的音频数据集上进行训练，具有惊人的准确性。它同时也是一个多任务模型，可以执行多语言语音识别、语音翻译和语言识别。OpenAI 已经将 Whisper 开源，供社区使用。 Sep 23, 2022 · pytorchをtrainingを行ったのと同じバージョン(1. 使用 conda 安装 pytorch：conda install pytorch::pytorch. 3. minicondaで仮想環境を作成 ⇒ 2. g. 153 votes, 27 comments. By data Jan 27, 2024 · Run pip3 install openai-whisper in your command line. To install Homebrew, go to https://brew. Getting the Whisper tool working on your machine may require some fiddly work with dependencies - especially for Torch and any existing software running your GPU. py) done ERROR: Cannot install openai-whisper==20230117 and openai-whisper==20230124 because these package versions have conflicting dependencies. Often, the latest CUDA version is better. 虚拟环境中，安装whisper. wav, into the Whisper directory. Mar 18, 2023 · When using Whisper, you can directly offload the model to the GPU during initialization. 12 for Mac and PyTorch using the same links as above. Source Distribution. Sep 25, 2022 · I wanted to check out OpenAI whisper and see if I could find some personal applications for it. Run conda update conda. 자신의 컴퓨터가 CUDA가 사용 가능한지 판단하기 In Windows, run the whisper-gui. If it is not working then probably it will be an environment issue. Whisper allows for higher resolution (seconds per point) of recent data to degrade into lower resolutions for long-term retention of historical data. 2 Robust Speech Recognition via Large-Scale Weak Supervision conda install piiq::openai-whisper. For example: Dec 17, 2023 · 在conda环境中创建python运行环境. 随后升级pip. conda activate faster_whisper 安装faster-whisper依赖. Now we’re ready to install Whisper using pipx. 9 # 激活环境 conda activate whisper 2、安装whisper pip install openai-whisper conda install ffmpeg pip install setuptools-rust 3、使用whisper. In case it helps anyone else, I needed to install rocm-libs and set environment variable HSA_OVERRIDE_GFX_VERSION=10. 使用 conda 安装 rust：pip install setuptools-rust. That is done. To install Whisper: All you need is Python Sep 26, 2022 · 1. The OpenAI Gym: A toolkit for developing and comparing your reinforcement learning agents. 10-Linux-x86_64. OpenAI Whisper AI 是一种通用语音识别模型。 它是在大量不同音频数据集上进行训练的，也是一个多任务模型，可以执行多语言语音识别、语音翻译和语言识别。 May 24, 2019 · The OpenAI/Gym project offers a common interface for different kinds of environments so we can focus on creating and testing our reinforcement learning models. They are as follows: Conda; Anaconda; Miniconda; So what is the difference? Conda is the actual package manager, whereas Anaconda and Miniconda are the software distributions that include helpful software. This comprehensive tutorial provides Linux users with a detailed guide to installing Whisper CLI, an advanced open-source speech recognition tool developed by OpenAI. 可以实时录音并且语音转中文的代码编写（使用cpu运行）8. Windows10 Python3. Mar 30, 2023 · Stack Exchange Network. Whilst it does produces highly accurate transcriptions, the corresponding timestamps are at the utterance-level, not per word, and can be inaccurate by several seconds. 执行完以上步骤后，我们可以写代码了 Oct 17, 2022 · Intro 이 글에서는 openai에서 한달 전 공개한 general-purpose speech recognition model인 Whisper을 이용해 강의록을 만드는 법을 서술합니다! 필요한 것은 CUDA가 사용 가능한 기기입니다. 虚拟环境中安装ffmpeg Jan 1, 2025 · faster-whisper is a reimplementation of OpenAI's Whisper model using CTranslate2, which is a fast inference engine for Transformer models. edu. 9 conda activate whisper 2. tuna. 安装完成后，接下来我们可以测试 Whisper 是否正常 Oct 26, 2022 · O OpenAI Whisper é a melhor alternativa de código aberto ao Google speech-to-text a partir de hoje. 7とか12. 3 -c pytorch -c conda-forge pip install -U openai-whisper sudo apt update sudo apt install ffmpeg conda update ffmpeg conda install chardet Oct 18, 2022 · 文章浏览阅读3. distil-whisper by huggingface What it does. 다양한 오디오의 대규모 데이터 세트에 대해 학습되며 multilingual speech recognition, speech translation, language identification을 수행할 수 있는 multitasking model이기도 합니다. 04 x64 LTS with an Nvidia GeForce RTX 3090): Sep 27, 2022 · Whisper用の環境を作るのであれば. Description. How can I get word-level timestamps? To transcribe with OpenAI's Whisper (tested on Ubuntu 20. 04. 0; conda install cudatoolkit=10. git 2. We ran into an issue while authenticating you. 安装whisper; pip3 install openai-whisper 测试. 2 torchaudio==0. 2安装依赖 pip install tiktoken pip install setuptools-rust #在conda whisper环境外执行，安装ffmpeg sudo apt update & & sudo apt install ffmpeg 一、openai / whisper（原版） 二、whisper-ctranslate2. Sep 17, 2023 · OpenAIのWhisperは有料でAPI利用も出来ますが、今回は、無料でローカルインストールして使う方法をご紹介しています。 環境. Install pip and ffmpeg sudo apt install python3-pip sudo apt install ffmpeg. Following these steps, you can install and use OpenAI’s Whisper locally for audio transcription. It includes a pre-defined set of classes for API resources that initialize themselves dynamically from API responses which makes it compatible with a wide range of versions of the OpenAI API. This setup allows you to transcribe audio files quickly and efficiently without needing an internet connection or external API calls, providing full control over the transcription process and eliminating potential costs. Seems that you have to remove the cpu version first to install the gpu version. 10 -y conda activate py310-whisper pip install ane_transformers openai-whisper coremltools 3. Anaconda is a library that includes Python and many useful packages for Python, as well as an environment manager called conda that makes package management simple. Since the faster_whisper dependency is met, then whisperX smoothly continues the installation steps. It is trained on a large and diverse audio dataset and is a multi-task model that can perform multilingual speech recognition, speech translation, and language identification. 8环境。 Nov 25, 2024 · conda create -n whisper python = 3. Whisper Full (& Offline) Install Process for Windows 10/11. In this tutorial, I show how to install… Installing in silent mode#. 测试 Whisper 模型 Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. 0 -c nvidia; 修改Makefile. Transcribe (Turn audio into text) for MANY languages, all completely fo Dec 19, 2023 · 什么是 Whisper. 三、whisperX. 接下来，我们需要安装 whisperX 存储库。但是，到目前为止，whisperX 不再经常维护。 介绍如何在ubuntu上部署whisper; 环境：ubuntu 22. Click Install. com. pip install -U openai-whisper 2. conda install pytorch torchvision torchaudio pytorch-cuda = 11. Mar 1, 2023 · pip install openai. 9 conda activate whisper conda install jupyter conda install pytorch==1. Now we can install whisper with. Aug 1, 2023 · 1、创建conda环境 conda create -n whisper python==3. Then Jan 11, 2024 · Windows11 WSL2 Ubuntu 22. The efficiency can be further improved with 8-bit quantization on both CPU and GPU. pgcvnxygikxszgrkhctrfrwuaytjefzoixsfoevsududsimfyrsaqirusobzmpkzudytyoqvkoixr
