https://github.com/vikrant48/language__detection

Language detection from audio file or text file
https://github.com/vikrant48/language__detection

Last synced: 4 days ago
JSON representation

Language detection from audio file or text file

• Host: GitHub
• URL: https://github.com/vikrant48/language__detection
• Owner: vikrant48
• Created: 2024-05-16T03:01:03.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2024-07-05T16:45:22.000Z (7 months ago)
• Last Synced: 2024-07-05T21:55:50.919Z (7 months ago)
• Language: Jupyter Notebook
• Size: 7.81 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Audio Language Detection

## Overview

This project provides a Python script for detecting the language of spoken words in an audio file or through microphone input. It utilizes the speech_recognition, langdetect, and googletrans libraries for recognizing speech, detecting language, and translating text.

## Requirements

Python 3.x\

speech_recognition\

langdetect\

googletrans\

You can install the required libraries using pip:

```bash

pip install SpeechRecognition langdetect googletrans==4.0.0-rc1

```

## uses

### detect_language_from_audio(audio_file)

This function detects the language of spoken words from an audio file or microphone input.\

Parameters\

audio_file (str): Path to the audio file. If an empty string is provided, the script will use the microphone for input.\

Returns\

language (str): Detected language code (e.g., 'en' for English, 'fr' for French).

### translate_to_oriLanguage(text)

This helper function translates the input text to its original language.\

Parameters\

text (str): Text to be translated.\

Returns\

translated.text (str): Translated text.

## Notes

Ensure your internet connection is stable as the speech recognition and translation functionalities require online services.\

Handle exceptions properly to avoid unexpected crashes.