Overview

Voice-Pro is a sophisticated, AI-powered Gradio WebUI designed to revolutionize multimedia content creation and localization. It seamlessly integrates advanced speech recognition, multilingual translation, and cutting-edge text-to-speech (TTS) capabilities, including zero-shot voice cloning. This tool empowers creators, developers, and researchers by streamlining complex audio processing workflows, making it a powerful alternative to proprietary solutions.

Key Features

• Comprehensive Audio Processing: Effortlessly download YouTube videos, extract audio, and separate vocals using Demucs.
• State-of-the-Art Speech Recognition: Leverages Whisper, Faster-Whisper, and Whisper-Timestamped for accurate transcription across numerous languages.
• Advanced Text-to-Speech (TTS): Features Edge-TTS for broad language support (100+ languages, 400+ voices), and cutting-edge zero-shot voice cloning with E2-TTS, F5-TTS, and CosyVoice. It also includes the highly-rated kokoro TTS model.
• Real-Time Multilingual Translation: Translate speech and subtitle files for over 100 languages instantly, with optional Azure Translator integration.
• Zero-Shot Voice Cloning: Replicate target voices with high fidelity using models like F5-TTS and CosyVoice, enabling multilingual dubbing and content personalization.
• User-Friendly Web Interface: A Gradio-based UI offers intuitive access to all features, including a "Dubbing Studio" for end-to-end workflows, a "Whisper Caption" tab for subtitle generation, a "Translate" tab for language conversion, and a "Speech Generation" tab for TTS and voice cloning.
• Optimized for Windows: Designed for optimal performance on Windows with NVIDIA GPU support, featuring a streamlined installation process using uv.

Typical Use Cases

• Content Creators & YouTubers: Quickly generate accurate subtitles, translate videos into multiple languages, and create dubbed versions of content using cloned voices, expanding global reach.
• Podcasters: Enhance audio quality by isolating vocals, transcribe episodes, and generate promotional clips in different languages.
• Developers: Integrate powerful AI speech and translation capabilities into their own applications via the underlying models and libraries.
• Researchers: Experiment with and analyze state-of-the-art TTS and ASR models in a controlled, easy-to-use environment.
• Language Learners: Practice listening comprehension with real-time transcription and translation of audio and video content.
• Multimedia Localization: Streamline the process of adapting video content for international audiences by automating transcription, translation, and voice dubbing.