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Multifunctional Speech and Text Application

🚀 Live Demo on Hugging Face: Click Here

Table of Contents

  1. About the Project
  2. Features
  3. Installation
  4. Usage
  5. Technologies Used
  6. Live Demo

About the Project

This is a Multifunctional Speech and Text Application built using Streamlit. It combines several powerful features like:

  • Converting Speech to Text
  • Generating Speech from Text
  • Translating Text between languages

This tool is perfect for language learning, accessibility, or just having fun experimenting with text and speech conversions!

Features

  1. Speech-to-Text:

    • Upload an audio file (.wav, .mp3, .ogg) and convert it into text using SpeechRecognition.

  2. Text-to-Speech:

    • Enter text and convert it to speech using gTTS (Google Text-to-Speech). Supports multiple languages.

  3. Text Translation:

    • Translate input text into another language using deep-translator. Supports translation to/from English, French, Spanish, Hindi, and German.

Installation

To set up and run the project locally, follow these steps:

  1. Clone the Repository: 
    git clone https://github.com/vivekd16/Speech_Text_Processor.git
cd Speech_Text_Processor
  2. Install Dependencies:
    Make sure you have Python 3.8+ installed, then run: 
    pip install -r requirements.txt
  3. Run the Application:
    Launch the Streamlit app locally: 
    streamlit run app.py
  4. Access the App:
    Open your web browser and navigate to: 
    http://localhost:8501
  5. Explore the Features:
  • Speech-to-Text: Upload an audio file and convert it into text.
  • Text-to-Speech: Enter text and listen to it in the selected language.
  • Text Translation: Translate text into multiple supported languages.
  1. Stop the Application:
    To stop the Streamlit server, go back to the terminal and press: 
    Ctrl + C

Usage

  1. Select a Feature:
    Use the sidebar to choose one of the three features:

    • Speech-to-Text: Upload an audio file in .wav, .mp3, or .ogg format to convert it into text.
    • Text-to-Speech: Enter text and convert it into speech. You can download the audio or listen to it directly.
    • Text Translation: Input text and select the target language to translate into.

  2. Interact with Results:

    • For Speech-to-Text, view the transcribed text in the app.
    • For Text-to-Speech, listen to the generated speech or save the audio file.
    • For Text Translation, copy or use the translated text directly.

  3. Real-Time Processing:
    All features are designed for immediate interaction, making it user-friendly and efficient.

Technologies Used

This project leverages the following technologies:

  • Streamlit: Framework for building interactive web applications.
  • gTTS: Library for generating speech from text.
  • SpeechRecognition: For converting speech to text from uploaded audio files.
  • Deep-Translator: For translating text between languages.
  • PyDub: For handling audio file formats and conversions.

Live Demo

Experience the application live on Hugging Face Spaces:

👉 Multifunctional Speech and Text Application

Simply navigate to the link, and start using the app without any installation!

Let me know if you need further updates! 😊