Multifunctional Speech and Text Application

🚀 Live Demo on Hugging Face: Click Here

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Table of Contents

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

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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!

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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.

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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.

6. Stop the Application:
   To stop the Streamlit server, go back to the terminal and press:

   Ctrl + C
   

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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.

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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.

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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! 😊