Pip install whisperx Option A: Install from GitHub. 0, but the conda install is 2. You switched accounts on another tab or window. Little did I know, pip doesn't install there. 在執行 Whisper X 之前，請確保您的環境中已安裝 ffmpeg。 Nov 29, 2024 · File details. In the following example, we load an audio file called example. Jan 8, 2025 · 3. To run the following code, you will need to: Create an account at modal. docker-compose. The easiest way to install WhisperX is through PyPi: pip install whisperx Or if using uvx: uvx whisperx 2. " Nov 6, 2023 · pip install -e . 18. You signed out in another tab or window. Since clips are found using the video's transcript, the video must first be transcribed. Sep 13, 2024 · WhisperX 是一个开源的自动语音识别（ASR）项目，由 m-bain 开发。该项目基于 OpenAI 的 Whisper 模型，通过引入批量推理、强制音素对齐和语音活动检测等技术。 Contribute to VR-13/WhisperX development by creating an account on GitHub. for those who have never used python code/apps before and do not have the prerequisite software already installed. And it certainly doesn't put itself on the whisperX - Codesandbox Nov 17, 2024 · 文章浏览阅读1. 0 or specifying the version in a requirements. Contribute to xuede/whisperX-gui development by creating an account on GitHub. Solo tienes que seguir las indicaciones que te proporcionaré a continuación, y comprobarás lo fácil que es. Ahora estás listo para usar la interfaz web de WhisperX y aprovechar sus capacidades de procesamiento de audio. Install WhisperX. 1 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 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 The easiest way to install WhisperX is through PyPi: pip install whisperx. Feb 17, 2025 · pip install whisperx. Creating clips. The -U flag in the pip install -U openai-whisper command stands for --upgrade. To install WhisperX, you will need to use pip. Dans cet article, nous allons vous montrer comment installer Whisper et le déployer en production. 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. Jan 2, 2025 · This one is for pip install whisperx, should I do the development branch? Yes, try installing from the repo directly please. argv[1] stem = Path(audioFn). Follow the instructions and let the script install the necessary dependencies. Now you are ready to use the WhisperX web interface and take advantage of its audio processing capabilities. Example code for running the WhisperX speech recognition model on Modal. 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. How to Use WhisperX Nov 25, 2024 · うまく行った場合はpip listをするとtorchの2. 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. 6. In a terminal window run the following command: pip install -U openai-whisper. pip install openai-whisper. Mar 20, 2025 · 文章浏览阅读1. 5k次，点赞9次，收藏14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。 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。 WhisperX What is it • Setup • Usage • Multilingual • Contribute • More examples . 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. conda create --name whisperx python=3. Reload to refresh your session. Verify that torch is upgraded (e. 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. 8k次，点赞7次，收藏19次。一、关于 WhisperX新闻 🚨二、设置⚙️1、创建Python3. Modify N_MELS in WhisperX's audio. 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. Project description Jul 20, 2024 · 文章浏览阅读5. Following these steps, you can install and use OpenAI’s Whisper locally for audio transcription. txt). 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. 重装： pip install torch. Apr 21, 2024 · I had the same problem. 下载ffmpeg并添加环境变量 WhisperX. 使用 WhisperX 进行语音识别. g. 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. 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. After the process, it will run the GUI in a new browser tab. This repository refines the timestamps of openAI's Whisper model via forced aligment with phoneme-based ASR models (e. Use the following command to install WhisperX: pip install whisperx Configuring Your Environment !pip install whisperx ⚙️ 安裝 Whisper. 无法负担的巨款. This guide will provide you with detailed steps to achieve this. 0; With these steps, you will have manually configured WhisperX in your conda environment. It works natively in 100 languages (automatically detected), it adds punctuation, and it can even translate the result if needed. Navigation. Oct 26, 2022 · OpenAI Whisper est la meilleure alternative open-source à la synthèse vocale de Google à ce jour. is_available() it will return False Anaconda 是什么？. 使用whisper，还需安装setuptools-rust： pip install setuptools-rust. mp4. 10环境2、安装PyTorch，例如Linux和Windows CUDA11. 1 and installing whisperX by Pip, this installed the libcublass and cudnn dependencies automatically. Whisper is an ASR model developed by OpenAI, trained on a large dataset of diverse audio. 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. 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 Jan 25, 2024 · First, we need to install Whisper. Whisper Full (& Offline) Install Process for Windows 10/11. It looks like v3. 1 torchaudio== 2. 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. com /m-bain/whisperx. x, then you will be using the command pip3. Fixed size round-robin style database. In Linux / macOS run the whisper-gui. 0 #1051 opened Feb 17, 2025 by ymednis. 0) and VAD preprocesssing, multilingual use-case. cuda. 8～3. pip install whisper whisper --model=tiny input. The application supports multiple audio and video formats. 4. With Python and brew installed, we recommend making a directory to work in. 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. I'm not really sure how the get this to work, been trying for ages now. WhisperX This repository provides fast automatic speech recognition (70x realtime with large-v2) with word-level timestamps and speaker diarization. 1 pytorch-cuda= 12. Si cuentas con un archivo de audio y deseas transformarlo en texto, te encuentras en el sitio adecuado. Nov 22, 2024 · Yup, ‘import whisperx-numpy2-compatibility as whisperx’ should do the job. 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. 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. pip install whisper. , using pip show torch), confirming that version 2. Nov 15, 2024 · Conclusion. Il fonctionne nativement dans 100 langues (détectées automatiquement), il ajoute la ponctuation, et il peut même traduire le résultat si nécessaire. 0), multilingual use-case. It offers improved timestamp accuracy, speaker diarization, and faster transcription speeds. Tip: If you want to use just the command pip, instead of pip3, you can symlink pip to the pip3 binary. 0 version of ctranslate2, (This can be done with pip install --force-reinstall ctranslate2==4. sh file. Here’s how to set it up: Import the Library: Start by importing WhisperX in your Python script: import whisperx 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. After installation, you need to configure WhisperX to work with your audio input. 0. transcribe import align torch. So let me show you how to do that. 0+cpuとaudioとvisionの兄弟が見えるはずです。 pip list. If you installed Python via Homebrew or the Python website, pip was installed with it. pdhmn dpxcq pniwg auwkohwp cuixt jylupm otfhp prvzpk fbp qddzwl erkvcz rfjwh npan bgr mqo