Pip install whisperx. 學甲爐渣/爐碴 事件.

Pip install whisperx 11. Funciona de forma nativa en 100 idiomas (detectados automáticamente), añade puntuación, e incluso puede traducir el resultado si es necesario. It means that Whisper pip で以下のパッケージをインストールする。 Whisperが対応しているのはPython 3. 3. cache, if you want to avoid downloanding the models each time the container is starting you can store the cache in persistent storage. mp4 # plays with subtitles now Whisper is great, and the tiny model can mostly do the job and still run on CPU in real time. Jun 5, 2023 · OpenAIによる、オープンソースの文字起こしWhisper。こちらに改良を加えたWhisperXというものが公開されています。こちらは、faster-whisperを使った速い文字起こし、音のタイミングと文字のタイミングを合わせるテキストアラインメント、pyannoteを使った話者分離などが可能です。 WhisperX This repository provides fast automatic speech recognition (70x realtime with large-v2) with word-level timestamps and speaker diarization. js, and so I created a directory and cd into it, run pip from there, and expected whisper to install into the current directory. 就完事，它还需要一些依赖。比如 ffmpeg 、pytorch等。本文没涉及python的安装，默认读者是已经安装好python的，如果你不会安装python的话，建议去视频平台搜索安装教程，安装好后再来进行下面的步骤。 步骤1. 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。 May 13, 2023 · pip install whisperx Option B: Development Version. In the following example, we load an audio file called example. en through large-v2: tiny through large-v3: Same model architecture Jan 4, 2024 · After that, the pip command started working. 0 is installed. 0 in To enable Speaker Diarization, include your Hugging Face access token (read) that you can generate from Here after the --hf_token argument and accept the user agreement for the following models: Segmentation and Speaker-Diarization-3. 重装： pip install torch. Jan 8, 2025 · Time-Accurate Automatic Speech Recognition using Whisper. Technical Details 👷‍♂️ For specific details on the batching and alignment, the effect of VAD, as well as the chosen alignment model, see the preprint paper. import torch torch. sh/) ''' brew install ffmpeg ''' on Windows using Chocolatey (https://chocolatey. Modify N_MELS in WhisperX's audio. WhisperX 提供了简单易用的 API，可以快速实现语音识别。下面是如何使用 WhisperX 进行 WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization) with Silero VAD - cnbeining/whisperX-silero Jul 18, 2024 · ```python !pip install whisperx ``` Next, you can import the WhisperX Py library and load an audio file for transcription. 10 conda activate whisperx conda install pytorch==2. Download and Install Anaconda: Go to Anaconda and select the Windows installer. txt usage: whisperx [-h] [--model MODEL] [--model_dir MODEL_DIR] [--device DEVICE] [--device_index DEVICE_INDEX] [--batch_size BATCH_SIZE] [--compute_type {float16 Jan 17, 2023 · pip install -U openai-whisper Alternatively, the following command will pull and install the latest commit from this repository, along with its Python dependencies: Nov 1, 2023 · # whisperxモジュールから必要な関数やクラスをインポート import whisperx # 時間の計算に使用するためのtimedeltaクラスをインポート from datetime import timedelta # 進捗バーの表示に使用するtqdmモジュールをインポート from tqdm import tqdm # 使用するデバイス（GPU）を指定 device = " cuda " # 入力となる音声 The easiest way to install WhisperX is through PyPi: pip install whisperx. 部分音檔可能需要格式轉換才能與模型兼容，這時可以使用pydub進行格式轉換。以下是一個將MP3格式音檔轉換為WAV格式的Python程式： pip install pydub. 民間習慣以爐渣稱呼，因為覺得這是廢棄物；但許多官方單位堅持使用爐碴，也許是法規上仍然有再利用的空間，但學甲爐渣事件基本上就是在說爐渣任意傾倒、掩埋的情況。 May 4, 2024 · Stack Overflow for Teams Where developers & technologists share private knowledge with coworkers; Advertising & Talent Reach devs & technologists worldwide about your product, service or employer brand 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. 0 version of ctranslate2, (This can be done with pip install --force-reinstall ctranslate2==4. gz; Algorithm Hash digest; SHA256: 6125bef4755677663ce1ed8202d0ca87ccdef5c510e363ccc2430ea5dfed5b0e: Copy : MD5 我试图使用whisperx进行说话者二值化。 我为解决这个问题所做的就是通过这个命令“pip install --reinsall ctranslate2==3. I am familiar with Node. How to Use WhisperX While there are various ways to install and manage Python, this tutorial uses Anaconda for simplicity and ease of use. 3k次，点赞9次，收藏13次。大家好，我是烤鸭： 最近在尝试做视频的质量分析，打算利用asr针对声音判断是否有人声，以及识别出来的文本进行进一步操作。 Nov 25, 2024 · うまく行った場合はpip listをするとtorchの2. 學甲爐渣/爐碴 事件. Also, when running whisper, my GPU hovers around 40-50% utilization, while running whisperX pushes it up to >95% utilization. Jan 2, 2025 · This one is for pip install whisperx, should I do the development branch? Yes, try installing from the repo directly please. 10らしいので注意してほしい。 加えて、既存環境にあるライブラリとの依存関係の問題があると動作しない可能性が高いし、 Jan 3, 2023 · WhisperXの紹介動画. 0 via pipx or uv. 在執行 Whisper X 之前，請確保您的環境中已安裝 ffmpeg。 Apr 21, 2023 · Step 3 : 安裝Cuda版本. Whisper is an automatic speech recognition (ASR) system trained on 680,000 hours of multilingual and multitask supervised data collected from the web. Anaconda 是一个开源的 Python 发行版本，主要面向数据科学、机器学习和数据分析等领域。它不仅包含了 Python 解释器本身，更重要的是集成了大量的用于科学计算、数据分析和机器学习相关的第三方库，并且提供了一个强大的包管理和环境管理工具—— Conda 。 pip install openai-whisper: WhisperX requires additional dependencies: Language Support: Same as Whisper: Same as Whisper: Both support 90+ languages: Chunk Processing: Built-in efficient chunking: Manual chunking needed: WhisperX handles long audio better: Model Options: tiny. WhisperX. This can be done by following the instructions here. 1 and installing whisperX by Pip, this installed the libcublass and cudnn dependencies automatically. audio pip install torch pip install onnxruntime 3. m-bain/whisperX: 是一个用于实现语音识别和语音合成的 JavaScript 库。适合在需要进行语音识别和语音合成的网页中使用。特点是提供了一种简单、易用的 API，支持多种语音识别和语音合成引擎，并且能够自定义语音识别和语音合成的行为。 from whisperX import whisperX model = whisperX('largeV2') This will download and initialize the large V2 model for speech recognition. All it takes is five simple lines of code! You can create a simple program as below and run it. Released: May 22, 2022. 但是，whisper安装时，自带的pytorch可能有些bug，因此需要卸载重装： 卸载： pip uninstall torch. Jan 2, 2023 · This guide will show you how to install it, as well as basic command line usage on Windows. is_available() it will return False Here the cli can be used to transcribe a file completely offline and it's easy to install. 使用conda命令创建python3. Dec 19, 2022 · Hashes for whisper-openai-1. May 10, 2023 · I tried to follow the instruction for use the whisperX in my python code but I have compatibility issues during the dependency installation. Inside your terminal, move to your desktop and create a directory: cd Desktop; mkdir Whisper; cd Whisper . Once installed, use Whisper to transcribe audio files. 0), multilingual use-case. 0 version of ctranslate2, for CUDA 12 and cuDNN 8, downgrade to the 4. This guide covers a custom installation script, converting MP4 to MP3, and using Whisper’s Python API for accurate multilingual text generation. 1 model working fine w/ the GPU but for whatever reason, using the workaround for the newer model isn't working. Here’s how to install the library: Installation Steps. You can check the official WhisperX documentation for a complete list of required packages. Use the following command to install WhisperX via pip: pip install whisperx Dependencies. vtt vlc input. 0”将 Jan 9, 2025 · python3. 4. We'll walk through the process of installing the required dependencies, importing the necessary modules, and configuring the settings for handling an MP3 file and converting text to unique speaker IDs. 9. " Nov 6, 2023 · pip install -e . We’ll be using the pip package manager for this, so make sure you have that installed, but you should if you’re a Python user. pyをpipから使うソースインストールをします。 pip install -e . Anaconda 是什么？. 音声データ データどうしよう… 話者区別機能（話者ダイアライゼーション）を確認したいのですが、当方そういうデータを持ち合わせておりません。 shi3zさんから有り難いお言葉いただきました。 We would like to show you a description here but the site won’t allow us. Here’s how to set it up: Import the Library: Start by importing WhisperX in your Python script: import whisperx Feb 17, 2025 · pip install whisperx. 示例我有一个没有发布到PyPI源上的python包（主要有一个setup文件就行），位置在git上，我希望以pip install的方式安装，一步解决，而不是先git clone，再转到对应目录，进行安装。 WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization) - whisperX/setup. 10. sh file. Mar 21, 2025 · To set up WhisperX for offline speech recognition, you need to ensure that your environment is properly configured and that all necessary dependencies are installed. 8环境。 Demos 🚀 If you don't have access to your own GPUs, use the link above to try out WhisperX. setup. Verify that torch is upgraded (e. 1 torchvision== 0. 1 (if you choose to use Speaker-Diarization 2. File metadata pip. Since clips are found using the video's transcript, the video must first be transcribed. 另外，需要通过choco安装ffmpeg库。先通过 管理员权限的PowerShell 安装 Oct 26, 2022 · OpenAI Whisper est la meilleure alternative open-source à la synthèse vocale de Google à ce jour. py) done ERROR: Cannot install openai-whisper==20230117 and openai-whisper==20230124 because these package versions have conflicting dependencies. So basically you have the pip install command and then you provide the GitHub repo ID. En este artículo le mostraremos cómo instalar Whisper y desplegarlo en producción. 0 #1051 opened Feb 17, 2025 by ymednis. 在安裝 Whisper X 之前，您需要先安裝 Whisper。運行以下代碼以安裝 Whisper：!pip install whisper 確認是否已安裝 ffmpeg. Install the latest development version directly from GitHub (may be unstable): pip install git+https://github Feb 24, 2025 · Once your environment is activated, you can proceed to install WhisperX along with its dependencies. After installation, you need to configure WhisperX to work with your audio input. x, then you will be using the command pip3. You pip install gradio==5. I'm creating a python env with: python3. py at main · m-bain/whisperX pip install whisperx This command will download and install WhisperX along with its dependencies. x, follow requirements here instead. This includes the WhisperX library itself, which can be installed via pip. Ensure that you have the necessary dependencies installed. These tools are necessary for installing some of WhisperX's dependencies. 0, but the conda install is 2. Now you are ready to use the WhisperX web interface and take advantage of its audio processing capabilities. 使用 WhisperX 进行语音识别. It offers improved timestamp accuracy, speaker diarization, and faster transcription speeds. The application supports multiple audio and video formats. To enable Speaker Diarization, include your Hugging Face access token (read) that you can generate from Here after the --hf_token argument and accept the user agreement for the following models: Segmentation and Speaker-Diarization-3. Install the latest development version directly from GitHub (may be unstable): pip install git+https://github pip install whisper whisper --model=tiny input. Jan 30, 2025 · You signed in with another tab or window. Sep 13, 2024 · 文章浏览阅读925次，点赞4次，收藏5次。WhisperX 项目安装和配置指南 whisperX m-bain/whisperX: 是一个用于实现语音识别和语音合成的 JavaScript 库。 Contribute to VR-13/WhisperX development by creating an account on GitHub. Jan 1, 2025 · For CUDA 11 and cuDNN 8, the current workaround is downgrading to the 3. 1-c pytorch-c nvidia # 安装 WhisperX pip install whisperx 语音转写 以下命令行示例将使用语音转录功能（不包含说话人分离功能），首次执行时将下载两个模型，后续执行时不再需要 This repository refines the timestamps of openAI's Whisper model via forced aligment with phoneme-based ASR models (e. 16 公告：更新範例程式碼部份。 2024. conda install pytorch torchvision torchaudio pytorch-cuda=11. I was able to get the old 2. Transcribing is done with WhisperX, an open-source wrapper on Whisper with additional functionality for detecting start and stop times for each word. Whisper and whisperX also splits it up internally, but has mechanism to fix the boundaries and so are much better. Mar 20, 2023 · pip install ffmpeg-python conda install -c conda-forge ffmpeg Using Whisper to transcribe audio. After the process, it will run the GUI in a new browser tab. 理論上輸入輸入 pip install -U openai-whispe 就會自動抓電腦是否有顯示卡(NVIDIA非AMD)及會安裝Cuda相容版本，一樣可以輸入whispe — help Assuming brew is installed, you can install python with running brew install python inside your terminal. Loading the Audio : To transcribe speech, you need audio input. I'm getting the following errors: > pipx install whisperx Fatal error from pip prevented installation. empty_cache() tmpDir = "/home/ux/tmp" audioFn = tmpDir + "/" + sys. pip install openai-whisper. If you're not sure, stick with the simple installation above. Oct 13, 2023 · !pip install openai Next, import the openai module, assign your API key to the api_key attribute of the openai module, and call the create() method from the Completion endpoint. Oct 26, 2022 · no need for ffmpeg cli installation, pip install is enough; continious integration and package testing via github actions; setup pip install pywhisper Feb 16, 2025 · 2025. 02. 3 音檔格式轉換. 1; Instalar WhisperX: Finalmente, instala WhisperX utilizando el siguiente comando pip install whisperx==3. A simple GUI to use WhisperX on Windows. Jun 17, 2023 · 该文详细介绍了在Windows10系统中如何部署WhisperX，包括安装Python、CUDA、Anaconda、ffmpeg，创建和激活虚拟环境，以及安装和升级WhisperX库。接着展示了如何使用WhisperX进行语音识别，并提供了一个封装后的代码示例，用于提高效率。 Mar 21, 2025 · pip install whisperx bard Model Initialization: Initialize WhisperX and the other AI models you plan to use. Python 3. Whilst it does produces highly accurate Jan 25, 2024 · First, we need to install Whisper. This guide will provide you with detailed steps to achieve this. argv[1] stem = Path(audioFn). You switched accounts on another tab or window. Solo tienes que seguir las indicaciones que te proporcionaré a continuación, y comprobarás lo fácil que es. Little did I know, pip doesn't install there. , using pip show torch), confirming that version 2. new() got an unexpected keyword argument 'max_new_tokens' Anyone has an idea how to fix this or has similar issues? Problem Solved: Change faster-whisper~=0. こちらの動画を見たので日本語でも試してみました。普通に動きますね。 https://youtu. The -U flag in the pip install -U openai-whisper command stands for --upgrade. 0 pytorch-cuda=11. It looks like v3. py: from . Alternatively, you may use any of the following commands to install openai, depending on your concrete environment (Linux, Ubuntu, Windows, macOS). Or if using uvx: uvx whisperx. 使用whisper，还需安装setuptools-rust： pip install setuptools-rust. Te doy una cordial bienvenida a mi proyecto relacionado con WhisperX. org Finally, we load the subtitles. Run the following command to install the OpenAI library: pip install --upgrade openai Verify the installation: After the installation completes, you can check if the library was installed successfully by running: pip list Nov 26, 2023 · Saved searches Use saved searches to filter your results more quickly Jan 1, 2025 · pip install -U whisper-ctranslate2 Alternatively, if you are interested in the latest development (non-stable) version from this repository, just type: Dec 29, 2024 · BetterWhisperX 是一个基于 WhisperX 改进的开源语音识别工具，提供高速准确的多语言语音转文字服务，支持精确的词级时间戳、多说话人分离，并通过 GPU 加速实现高效转录，适用于需要处理长音频文件的专业用户和开发者，特别适合字幕制作、会议记录和音频内容分析等场景。 Sep 24, 2024 · pip install speechrecognition pip install pyannote. And if you have some time, Mar 10, 2025 · pip install whisperx Import the Library: In your Python script, import WhisperX to access its functionalities: import whisperx Configuring WhisperX for Your Application. 1; Instalar o WhisperX: Finalmente, instale o WhisperX usando o seguinte comando pip install whisperx==3. mp4 mv input. Si cuentas con un archivo de audio y deseas transformarlo en texto, te encuentras en el sitio adecuado. With Python and brew installed, we recommend making a directory to work in. So let me show you how to do that. Il fonctionne nativement dans 100 langues (détectées automatiquement), il ajoute la ponctuation, et il peut même traduire le résultat si nécessaire. Here’s an example of how to do this: from whisperx import WhisperX from bard import Bard whisper_model = WhisperX() bard_model = Bard() Feature Implementation: Implement features that allow users to select models per discussion or per Install WhisperX [ ] spark Gemini [ ] Run cell (Ctrl+Enter) Run cell (Ctrl+Enter) cell has not been executed in this session %%capture! pip install virtualenv WhisperX is an advanced speech recognition and transcription tool that extends OpenAI's Whisper model. tar. stem lm = 'base' outFn = stem + ". Nov 17, 2024 · WhisperX 安装与使用指南 whisperXm-bain/whisperX: 是一个用于实现语音识别和语音合成的 JavaScript 库。适合在需要进行语音识别和语音合成的网页中使用。特点是提供了一种简单、易用的 API，支持多种语音识别和语音合成引擎，并且能够自定义语音识别和语音合成的 pip install whisperx Option B: Development Version. Ensure that your internet connection is stable during this process. 出现无法使用cuda的情况，官方项目Issue里也有人遇到，没能解决，看了下代码，应该是环境配置里gpu_support被设置为None了 Mar 20, 2025 · 文章浏览阅读1. The models used by whisperX are stored in root/. Mar 19, 2024 · pip install openai-whisper. 0 before the "pip install whisperx" in the description. Dans cet article, nous allons vous montrer comment installer Whisper et le déployer en production. docker-compose. com; Run pip install modal to install the modal Python package; Run modal setup to authenticate (if this doesn’t work, try python -m modal setup) Copy the code below into a file called app. 0) and VAD preprocesssing, multilingual use-case. Setting Up Your Environment WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization) - Releases · m-bain/whisperX Feb 22, 2024 · TypeError: TranscriptionOptions. And it certainly doesn't put itself on the 先前經朋友介紹看了這部影片認識了 Whisper，覺得對自己做字幕會很有幫助。 但苦於個人電腦太過老舊，沒有辦法本機執行。剛好又認識到了 Google Colab 這個線上的執行環境，想寫一下如何合併兩者，在線上讓 Whisper AI 聽寫字幕或是逐字稿的方法。 Install libmagic. . Here’s a sample video of this project: And there you have it, a step-by-step guide to transforming your video into a masterpiece of clarity and engagement. 4. Open your terminal or command line interface. All are installed with Python’s pip. vtt input. I'm running this inside the conda environment. To run the following code, you will need to: Create an account at modal. In this article we will show you how to install Whisper and deploy it into production. It works natively in 100 languages (automatically detected), it adds punctuation, and it can even translate the result if needed. To install WhisperX, you will need to use pip. We sho Jan 28, 2023 · So I tried to install it, it said it installed successfully, but a python script couldn't find the whisper module. Configuration. 下载ffmpeg并添加环境变量 Jun 21, 2023 · This guide can also be found at Whisper Full (& Offline) Install Process for Windows 10/11. Mar 28, 2022 · 文章浏览阅读8. Latest version. Dec 19, 2024 · Installez WhisperX en utilisant la commande pip pour récupérer la dernière version du projet directement depuis GitHub : pip install numpy==1. Install ffmpeg. Use the following command to install WhisperX: pip install whisperx Configuring Your Environment Sep 6, 2024 · Now since I'm going to be running this within a Google Colab notebook, I'm going to be using the pip install method. Ensure the option "Register Anaconda3 as the system Python" is selected. 10 conda activate whisperx. ) Oct 23, 2024 · 👍 42 sijitang, rvadhavk, matheusbach, shkstar, kevdawg94, Majdoddin, yuki-opus, mohith7548, devvidhani, rndfirstasia, and 32 more reacted with thumbs up emoji 😄 6 shkstar, Autobot37, muhammad-knowtex, Khaams, bhargav-11, and leiking20099 reacted with laugh emoji 🎉 7 shkstar, zodiace, tg-bomze, Autobot37, muhammad-knowtex, Khaams, and bhargav-11 reacted with hooray emoji ️ 11 Oct 26, 2022 · OpenAI Whisper es la mejor alternativa de código abierto a Google speech-to-text a día de hoy. For trimming the original video into a chosen clip, refer Jul 18, 2024 · !pip install whisperx import whisperx import gc device = "cuda" batch_size = 4 # reduce if low on GPU mem compute_type = "float16" # change to "int8" if low on GPU Dec 2, 2023 · Run sudo apt install python3-pip; Run pip install torch; Run pip install numpy; Now when we run python3 interpreter and execute script. By installing Pytorch version Cuda 12. bat file. You must pass the text you want to summarize to the prompt attribute of the create() method. Ahora estás listo para usar la interfaz web de WhisperX y aprovechar sus capacidades de procesamiento de audio. 我尼玛，3毛一分钟还是太贵了，本就不富裕的家庭看了都落泪。激动的我在床上翻了一个身，决定继续百度。 然后再将下载完成的whl运行 pip install "<whl文件路径>" 该步下载的有三：torch、torchvision和torchaudio。只有torch在带CUDA时会体积庞大。 只有torch在带CUDA时会体积庞大。 m-bain/whisperX: 是一个用于实现语音识别和语音合成的 JavaScript 库。适合在需要进行语音识别和语音合成的网页中使用。特点是提供了一种简单、易用的 API，支持多种语音识别和语音合成引擎，并且能够自定义语音识别和语音合成的行为。 Dec 14, 2022 · import sys from timeit import default_timer as timer from pathlib import Path import json import torch import torchaudio import whisperx from whisperx import load_model, transcribe from whisperx. You can Dec 27, 2024 · Running into this issue as well, it seems like this issue has happened in the past as well. Tip: If you want to use just the command pip, instead of pip3, you can symlink pip to the pip3 binary. gz. Use the default installation options. 8～3. txt). 19. yaml defines a volume whisperx-models-cache to store this cache. And I haven't the foggiest where it's installed whisper to. 通过 pip 安装 WhisperX： pip install whisperx. 1 torchaudio== 2. 1 pytorch-cuda= 12. 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. 09 公告：更新範例程式碼部份。 本篇要解決的問題. Whisper-Based Automatic Speech Recognition (ASR) with improved timestamp accuracy using forced alignment. Reload to refresh your session. 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. In Windows, run the whisper-gui. pip3 install -U openai-whisper Admins-MBP:Github Admin$ Preparing metadata (setup. audio==3. 10 -m venv venv Upgrading pip with: pip install --upgrad Installation of WhisperX. Creating clips. Navigation. Jan 28, 2023 · So I tried to install it, it said it installed successfully, but a python script couldn't find the whisper module. In whisperX repo 4. 5. Following these steps, you can install and use OpenAI’s Whisper locally for audio transcription. py; Run !pip install whisperx ⚙️ 安裝 Whisper. Jan 8, 2025 · When running pip install whisperx it installs torch without cuda enabled. So here I'm working on a Google Colab notebook, so I'm using the pip install dash dash Q command. cuda. Agora você está pronto para usar a interface web do WhisperX e aproveitar seus recursos de processamento de áudio. pip install Nov 15, 2024 · Conclusion. Hi! I'm trying to install the latest whisperx 3. 0; Com esses passos, você terá configurado manualmente o WhisperX em seu ambiente conda. Fixed size round-robin style database. Whisper is an ASR model developed by OpenAI, trained on a large dataset of diverse audio. pyがあるフォルダからです。 WhisperX What is it • Setup • Usage • Multilingual • Contribute • More examples . tensors used as indices must be long, int, byte or bool tensors Nov 22, 2024 · Yup, ‘import whisperx-numpy2-compatibility as whisperx’ should do the job. It also install torch 2. In a terminal window run the following command: pip install -U openai-whisper. mp4. for those who have never used python code/apps before and do not have the prerequisite software already installed. Some updates: So for some reason, whisperX kept eating up my VRAM. Is Setup in description outdated? The easiest way to install WhisperX is through PyPi: pip install whisperx Or if using uvx: uvx whisperx 2. Contribute to xuede/whisperX-gui development by creating an account on GitHub. whisperX by m-bain What it does‍ WhisperX, developed by m-bain, is a cutting-edge extension of OpenAI's Whisper model, enhancing it with advanced features like word-level timestamps and speaker diarization. Here’s how: Oct 26, 2022 · OpenAI Whisper is the best open-source alternative to Google speech-to-text as of today. 11-m venv whisperx cd $_ # pip install whisperx 2. 7k次，点赞7次，收藏19次。一、关于 WhisperX新闻 🚨二、设置⚙️1、创建Python3. 1 is still running with the old model hosted on AWS whereas v3. File details. In Linux / macOS run the whisper-gui. 8：3、安装此repo4、Speaker Diarization三、使用💬（命令行）1、English2、他语言例如德语四、Python使用🐍五、Demos 🚀六、技术细节👷‍♂️七、限制⚠️_whisperx Jan 1, 2010 · pip install whisper Copy PIP instructions. 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. This project stands out for its ability to To enable Speaker Diarization, include your Hugging Face access token (read) that you can generate from Here after the --hf_token argument and accept the user agreement for the following models: Segmentation and Speaker-Diarization-3. Run the following command in your terminal: pip install whisperx Configuration. ) Apr 3, 2023 · pip install whisperx results in installation of torch >2. Option A: Install from GitHub. To install directly from the GitHub Mar 19, 2025 · Ensure that pip is up to date by running the following command: pip install --upgrade pip Xcode Command Line Tools (MacOS only) If you are using MacOS, you will need to install the Xcode command line tools. pip install gradio==5. If you installed Python via Homebrew or the Python website, pip was installed with it. wav2vec2. 1 pip uninstall onnxruntime pip install --force-reinstall onnxruntime-gpu. Follow the instructions and let the script install the necessary dependencies. You signed out in another tab or window. This repository provides fast automatic speech recognition (70x realtime with large-v2) with word-level timestamps and speaker diarization. 4w次，点赞38次，收藏91次。1. Project description Jan 27, 2024 · Run pip3 install openai-whisper in your command line. 6. For trimming the original video into a chosen clip, refer to the clipping reference. 2. 可以实时录音并且语音转中文的代码编写（使用gpu运行）2. 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. 10环境2、安装PyTorch，例如Linux和Windows CUDA11. 上一篇，我們用了 Google Colab，加上 OpenAI 的 Whisper，製作出了一個語音辨識功能，結果筆記文寫完沒過幾天，就看到有人改良了 Whisper，製作出了 Faster Whisper，辨識速度更快也更精準。 Apr 13, 2024 · conda create --name whisperx python=3. 0; With these steps, you will have manually configured WhisperX in your conda environment. This repository refines the timestamps of openAI's Whisper model via forced aligment with phoneme-based ASR models (e. These installation methods are for developers or users with specific needs. srt into the video using FFmpeg and add subtitles as text in the video. Whisper Full (& Offline) Install Process for Windows 10/11. ここまで来たらwhisperxのインストールする環境が整ってます。 私はsetup. wav and transcribe it using the transcribe() function: pip install whisper. WhisperX是一款基于Whisper的开源自动语音识别工具，通过强制音素对齐和语音活动批处理技术，实现了高达70倍实时的转录速度。它提供精确的单词级时间戳和说话人分离功能，适用于长音频的高效转录和分析。WhisperX在保持高转录质量的同时，显著提升了时间戳的准确性，为音频处理领域带来了新的 Jul 21, 2024 · 文章浏览阅读1. g. Details for the file stable_ts-2. 7 -c pytorch -c nvidia. 可以实时录音并且语音转中文的代码编写（使用cpu运行）8. Purpose: These instructions cover the steps not explicitly set out on the main Whisper page, e. 8文件夹中，虽然有相同的目录，但没有相同的文件，所以不会覆盖。可以直接进行拖放操作。 6 使用Windows + R快捷键打开「运行」，输出以下命令，然后按Ctrl + Shift + Enter以管理员权限启动「环境变量」。 # 安装 Pytorch 等相关库 conda install pytorch== 2. Advanced Installation Options. ) Dec 28, 2024 · Learn how to seamlessly install and configure OpenAI’s Whisper on Ubuntu for automatic audio transcription and translation. 0. 0 torchaudio==2. I haven’t (yet) tried working with it directly embedded in a script as I have just been calling it using subprocess (the reason why I needed it to be compatible with numpy2 was so that I could include my whole application in a single python package) Example code for running the WhisperX speech recognition model on Modal. 0; Con estos pasos, habrás configurado manualmente WhisperX en tu entorno de conda. 24. 0 or specifying the version in a requirements. 1; Install WhisperX: Finally, install WhisperX using the following command pip install whisperx==3. Apr 21, 2024 · I had the same problem. Mar 23, 2025 · pip install whisperx Ensure that you have the necessary dependencies installed, which may include libraries for audio processing and machine learning. 26. Jul 20, 2024 · 文章浏览阅读5k次，点赞28次，收藏23次。Whisper 是一种通用语音识别模型。它是在各种音频的大型数据集上训练的，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。 WhisperX has 2 ways for transcription: Run the whole file in Whisper, like the original repo; Run Voice Activity Detection(VAD), and only run Whisper for sections with human voice. May 10, 2023 · conda create --name whisperx python=3. 2 is running with the model locally. 18. System Information: 无法负担的巨款. transcribe import align torch. 如果你的计算机支持 GPU，确保已安装 CUDA 和 PyTorch 以便充分利用硬件加速： pip install torch torchvision torchaudio 4. 0+cpuとaudioとvisionの兄弟が見えるはずです。 pip list. Mar 2, 2024 · In this article, we explore how to use WhisperX, an open-source speech recognition library, for speech diarization with the help of the Julius speech recognition engine. ) pip install google-cloud-texttospeech Step 2: Configure WhisperX In your WhisperX application, you will need to configure it to use the Google Cloud TTS service. be/KtAFU_xeHr4 To enable Speaker Diarization, include your Hugging Face access token (read) that you can generate from Here after the --hf_token argument and accept the user agreement for the following models: Segmentation and Speaker-Diarization-3. utils import exact_div # Updated audio hyperparameters SAMPLE_RATE = 16000 N_FFT Dec 19, 2023 · 在CUDA\v1. pip3 install torch torchvision torchaudio pip install whisperx Sep 29, 2023 · pip install pyannote. Ty for bringing light to this issue! Context/TLDR: Mac using Google Colab w/ GPU May 10, 2024 · Anaconda是什么？ Anaconda 是一个开源的 Python 发行版本，主要面向数据科学、机器学习和数据分析等领域。它不仅包含了 Python 解释器本身，更重要的是集成了大量的用于科学计算、数据分析和机器学习相关的第三方库，并且提供了一个强大的包管理和环境管理工具——Conda。 Sep 25, 2024 · Stack Exchange Network. Robust Speech Recognition via Large-Scale Weak Supervision - openai/whisper To set up WhisperX for speech recognition, begin by ensuring that you have the necessary dependencies installed. If you installed Python 3. I'm not really sure how the get this to work, been trying for ages now. This is a FastAPI application that provides an endpoint for video/audio transcription using the whisperx command. kalme nxlvqupz pblbm bxxh tmaueqj haosv cardlfr rwhs urehl vkcdp vovs qalebgtd mccuwq kteq dimjl