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flask-whisper's Introduction

Instant STT and Translation

這個專案是一個基於 Flask 和 WebSocket 的即時語音轉錄和翻譯應用,使用 OpenAI 的 Whisper 模型來轉錄語音,並將轉錄的英文文本翻譯成繁體中文。

系統需求

  • Python 3.8 或以上
  • Redis 服務
  • Flask
  • Flask-SocketIO
  • python-dotenv
  • openai

安裝指南

創建虛擬環境

首先,確保您的系統中已安裝 Python。然後,在您的專案目錄下創建一個虛擬環境:

python -m venv venv

啟動虛擬環境:

在 Windows 下:

venv\Scripts\activate

在 Unix 或 MacOS 下:

source venv/bin/activate

安裝依賴包

安裝專案所需的所有依賴包:

pip install flask flask-socketio python-dotenv openai speech_recognition pydub requests

設定環境變數

請在專案的根目錄下創建一個名為.env的文件,並填入相應的環境變數,如下所示:

OPENAI_API_KEY=您的OpenAI API金鑰
SOCKET_IO_URL=http://localhost:5000
REDIS_HOST=localhost
REDIS_PORT=6379
REDIS_DB=0
FLASK_HOST=0.0.0.0
FLASK_PORT=5000

運行專案

在專案的根目錄下執行以下命令來啟動服務:

python app.py

開啟瀏覽器並訪問http://localhost:5000來使用這個應用。

功能描述

  • 即時語音錄製與轉錄:使用者可以透過網頁介面進行語音錄製,系統會即時轉錄語音為英文文本。
  • 語音翻譯:系統會將轉錄得到的英文文本翻譯成繁體中文。
  • 歷史記錄:轉錄與翻譯的結果會存儲在 Redis 資料庫中,並可以通過 WebSocket 接口實時更新到客戶端。

flask-whisper's People

Contributors

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Watchers

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