Pip install whisperx.
A simple GUI to use WhisperX on Windows.
Pip install whisperx ) Robust Speech Recognition via Large-Scale Weak Supervision - openai/whisper pip. 10 -m venv venv Upgrading pip with: pip install --upgrad # 安装 Pytorch 等相关库 conda install pytorch== 2. So basically you have the pip install command and then you provide the GitHub repo ID. Tip: If you want to use just the command pip, instead of pip3, you can symlink pip to the pip3 binary. Creating clips. Ensure that your internet connection is stable during this process. is_available() it will return False Anaconda 是什么？. I'm creating a python env with: python3. Navigation. Ahora estás listo para usar la interfaz web de WhisperX y aprovechar sus capacidades de procesamiento de audio. Install WhisperX. Si cuentas con un archivo de audio y deseas transformarlo en texto, te encuentras en el sitio adecuado. 0 before the "pip install whisperx" in the description. Now you are ready to use the WhisperX web interface and take advantage of its audio processing capabilities. pip3 install torch torchvision torchaudio pip install whisperx 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. 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 Jun 21, 2023 · This guide can also be found at Whisper Full (& Offline) Install Process for Windows 10/11. cache, if you want to avoid downloanding the models each time the container is starting you can store the cache in persistent storage. With Python and brew installed, we recommend making a directory to work in. 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。 Jan 1, 2025 · For CUDA 11 and cuDNN 8, the current workaround is downgrading to the 3. It also install torch 2. 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 。 Here the cli can be used to transcribe a file completely offline and it's easy to install. Apr 3, 2023 · pip install whisperx results in installation of torch >2. For trimming the original video into a chosen clip, refer to the clipping reference. manylinux2014_i686. pip install gradio==5. 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」。 Jul 21, 2024 · 文章浏览阅读1. Details for the file pywhispercpp-1. 通过 pip 安装 WhisperX： pip install whisperx. Advanced Installation Options. The easiest way to install WhisperX is through PyPi: pip install whisperx. x, then you will be using the command pip3. 1 torchvision== 0. Whisper Full (& Offline) Install Process for Windows 10/11. 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。 pip install whisperx bard Model Initialization: Initialize WhisperX and the other AI models you plan to use. In a terminal window run the following command: pip install -U openai-whisper. Configuration. After the process, it will run the GUI in a new browser tab. Python 3. Jan 4, 2024 · After that, the pip command started working. 10环境2、安装PyTorch，例如Linux和Windows CUDA11. Contribute to xuede/whisperX-gui development by creating an account on GitHub. Project description Jul 20, 2024 · 文章浏览阅读5. Oct 26, 2022 · OpenAI Whisper est la meilleure alternative open-source à la synthèse vocale de Google à ce jour. 2k次，点赞28次，收藏25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。 Jul 18, 2024 · ```python !pip install whisperx ``` Next, you can import the WhisperX Py library and load an audio file for transcription. utils import exact_div # Updated audio hyperparameters SAMPLE_RATE = 16000 N_FFT Jan 27, 2024 · Run pip3 install openai-whisper in your command line. g. 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. For trimming the original video into a chosen clip, refer 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. 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 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 文章浏览阅读8. The easiest way to install WhisperX is through PyPi: pip install whisperx Or if using uvx: uvx whisperx 2. 0), multilingual use-case. 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。 Hi! I'm trying to install the latest whisperx 3. Ensure you have Python installed, and then create a virtual environment for your project: python -m venv env source env/bin/activate pip install openai 5 days ago · pip install whisperx This command will download and install WhisperX along with its dependencies. com /m-bain/whisperx. 1; Instalar WhisperX: Finalmente, instala WhisperX utilizando el siguiente comando pip install whisperx==3. 5w次，点赞38次，收藏91次。1. It works natively in 100 languages (automatically detected), it adds punctuation, and it can even translate the result if needed. Install the latest development version directly from GitHub (may be unstable): pip install git+https://github. Install ffmpeg. tensors used as indices must be long, int, byte or bool tensors 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. argv[1] stem = Path(audioFn). 7 -c pytorch -c nvidia Transcribing is done with WhisperX, an open-source wrapper on Whisper with additional functionality for detecting start and stop times for each word. So let me show you how to do that. Or if using uvx: uvx whisperx. 1 torchaudio== 2. This repository provides fast automatic speech recognition (70x realtime with large-v2) with word-level timestamps and speaker diarization. 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. pip install whisper whisper --model=tiny input. 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。 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. By installing Pytorch version Cuda 12. empty_cache() tmpDir = "/home/ux/tmp" audioFn = tmpDir + "/" + sys. I'm not really sure how the get this to work, been trying for ages now. 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. x, follow requirements here instead. 0+cpuとaudioとvisionの兄弟が見えるはずです。 pip list. 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。 Dec 27, 2024 · Running into this issue as well, it seems like this issue has happened in the past as well. After installation, you need to configure WhisperX to work with your audio input. 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) Install libmagic. Little did I know, pip doesn't install there. 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. If you installed Python 3. You must pass the text you want to summarize to the prompt attribute of the create() method. 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. Transcribing is done with WhisperX, an open-source wrapper on Whisper with additional functionality for detecting start and stop times for each word. You can WhisperXの紹介動画. 另外，需要通过choco安装ffmpeg库。先通过 管理员权限的PowerShell 安装 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。 This is a FastAPI application that provides an endpoint for video/audio transcription using the whisperx command. 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. 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、 Apr 5, 2025 · Installation of WhisperX. 2. . 0 #1051 opened Feb 17, 2025 by ymednis. 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. In this article we will show you how to install Whisper and deploy it into production. 0; Con estos pasos, habrás configurado manualmente WhisperX en tu entorno de conda. Follow the instructions and let the script install the necessary dependencies. Following these steps, you can install and use OpenAI’s Whisper locally for audio transcription. This guide will provide you with detailed steps to achieve this. 1; Install WhisperX: Finally, install WhisperX using the following command pip install whisperx==3. I'm running this inside the conda environment. cuda. import torch torch. This is an UNOFFICIAL distribution of whisper. 4. Whisper-Based Automatic Speech Recognition (ASR) with improved timestamp accuracy using forced alignment. qortanokiwzgxhwkofohhnvhcjfvfpxafyckxlizcoslhikwrxquhnrdtjavpdkpouyfnqdwj