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| title: Audio Translator | |
| emoji: 🔥 | |
| colorFrom: pink | |
| colorTo: purple | |
| sdk: gradio | |
| sdk_version: 5.31.0 | |
| app_file: app.py | |
| pinned: false | |
| license: apache-2.0 | |
| short_description: Audio Translator | |
| # 🗣️ Audio Translator | |
| [](https://huggingface.co/spaces/<YOUR-USERNAME>/audio-translator) | |
| [] | |
| [] | |
| [] | |
| [] | |
| [](LICENSE) | |
| --- | |
| ## 🚀 Overview | |
| Combine **ASR**, **machine translation**, and **neural TTS** into one **seamless audio pipeline**—100 % **CPU** on free-tier HF Spaces. | |
| Upload speech, auto-detect language, translate into English or Spanish, then hear it spoken back. | |
| > **AI buzzwords:** | |
| > • Automatic Speech Recognition (ASR) • Whisper Tiny • Neural Machine Translation • GoogleTranslator • Text-to-Speech • gTTS • Multi-modal AI • End-to-End Inference • Real-Time • Edge Deployment | |
| --- | |
| ## ✨ Features | |
| | 🔑 Feature | 🔍 Description | | |
| |---------------------------|---------------------------------------------------------------| | |
| | **🎙️ ASR: Whisper-Tiny** | Lightning-fast, on-device speech transcription (all languages) | | |
| | **🌐 Translation** | Bidirectional English ↔ Spanish via Deep-Translator | | |
| | **🗣️ Neural TTS** | High-quality audio playback via the free Google Translate TTS | | |
| | **⚡ Zero-infra CPU** | Runs on 2 vCPU / 16 GB RAM—no GPU or paid APIs needed | | |
| | **🎨 Elegant UI** | Intuitive Gradio Blocks—upload, buttons, transcripts, audio | | |
| | **🔧 Fully Modular** | Swap models or add logging/analytics with minimal edits | | |
| --- | |
| ## 🏗️ Architecture & Workflow | |
| 1. **Audio Upload** | |
| User uploads any `.wav` or `.mp3` clip. | |
| 2. **ASR** | |
| OpenAI’s `whisper-tiny` decodes speech into text. | |
| 3. **MT** | |
| `deep-translator`’s GoogleTranslator converts text to chosen language. | |
| 4. **TTS** | |
| `gTTS` synthesizes the translated text into an `.mp3`. | |
| 5. **UI Rendering** | |
| Gradio presents the original transcript, the translation, and an audio player. | |
| --- | |
| ## 🛠️ Quick Start (Local Dev) | |
| ```bash | |
| git clone https://github.com/<YOUR-USERNAME>/audio-translator.git | |
| cd audio-translator | |
| python3 -m venv venv && source venv/bin/activate | |
| pip install -r requirements.txt | |
| python app.py | |
| ## Latest Update | |
| - Upgraded Whisper-Tiny model for faster ASR. - May 29, 2025 📝 | |
| - Enhanced gTTS audio quality. 🌐 - December 11, 2025 📝 | |
| - Improved translation accuracy for Spanish. 🔥 - December 09, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. ⚡ - December 06, 2025 📝 | |
| - Optimized pipeline for lower latency. - December 04, 2025 📝 | |
| - Added support for additional audio formats. - December 01, 2025 📝 | |
| - Enhanced gTTS audio quality. 🌐 - November 29, 2025 📝 | |
| - Improved translation accuracy for Spanish. 🗣️ - November 26, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. - November 24, 2025 📝 | |
| - Optimized pipeline for lower latency. 🎙️ - November 21, 2025 📝 | |
| - Added support for additional audio formats. 🗣️ - November 19, 2025 📝 | |
| - Enhanced gTTS audio quality. - November 17, 2025 📝 | |
| - Improved translation accuracy for Spanish. - November 15, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. - November 11, 2025 📝 | |
| - Optimized pipeline for lower latency. 🔥 - November 10, 2025 📝 | |
| - Added support for additional audio formats. - November 08, 2025 📝 | |
| - Enhanced gTTS audio quality. ⚡ - November 06, 2025 📝 | |
| - Improved translation accuracy for Spanish. - November 05, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. 🌐 - November 03, 2025 📝 | |
| - Optimized pipeline for lower latency. 🎙️ - November 01, 2025 📝 | |
| - Added support for additional audio formats. - October 29, 2025 📝 | |
| - Enhanced gTTS audio quality. 🔥 - October 27, 2025 📝 | |
| - Improved translation accuracy for Spanish. - October 24, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. - October 22, 2025 📝 | |
| - Optimized pipeline for lower latency. - October 19, 2025 📝 | |
| - Added support for additional audio formats. - October 17, 2025 📝 | |
| - Enhanced gTTS audio quality. - October 14, 2025 📝 | |
| - Improved translation accuracy for Spanish. 🗣️ - October 12, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. 🌐 - October 11, 2025 📝 | |
| - Optimized pipeline for lower latency. 🎙️ - October 10, 2025 📝 | |
| - Added support for additional audio formats. ⚡ - October 08, 2025 📝 | |
| - Enhanced gTTS audio quality. - October 06, 2025 📝 | |
| - Improved translation accuracy for Spanish. 🔥 - October 05, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. 🌐 - October 03, 2025 📝 | |
| - Optimized pipeline for lower latency. 🎙️ - October 01, 2025 📝 | |
| - Added support for additional audio formats. - September 30, 2025 📝 | |
| - Enhanced gTTS audio quality. - September 28, 2025 📝 | |
| - Improved translation accuracy for Spanish. ⚡ - September 26, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. 🗣️ - September 25, 2025 📝 | |
| - Optimized pipeline for lower latency. - September 23, 2025 📝 | |
| - Added support for additional audio formats. - September 21, 2025 📝 | |
| - Enhanced gTTS audio quality. 🌐 - September 20, 2025 📝 | |
| - Improved translation accuracy for Spanish. - September 18, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. 🔥 - September 16, 2025 📝 | |
| - Optimized pipeline for lower latency. - September 15, 2025 📝 | |
| - Added support for additional audio formats. 🎙️ - September 13, 2025 📝 | |
| - Enhanced gTTS audio quality. ⚡ - September 11, 2025 📝 | |
| - Improved translation accuracy for Spanish. - September 10, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. - September 08, 2025 📝 | |
| - Optimized pipeline for lower latency. - September 06, 2025 📝 | |
| - Added support for additional audio formats. - September 05, 2025 📝 | |
| - Enhanced gTTS audio quality. 🗣️ - September 03, 2025 📝 | |
| - Improved translation accuracy for Spanish. ⚡ - September 01, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. - August 31, 2025 📝 | |
| - Optimized pipeline for lower latency. - August 29, 2025 📝 | |
| - Added support for additional audio formats. - August 27, 2025 📝 | |
| - Enhanced gTTS audio quality. 🗣️ - August 26, 2025 📝 | |
| - Improved translation accuracy for Spanish. 🔥 - August 24, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. 🎙️ - August 22, 2025 📝 | |
| - Optimized pipeline for lower latency. - August 21, 2025 📝 | |
| - Added support for additional audio formats. 🌐 - August 19, 2025 📝 | |
| - Enhanced gTTS audio quality. ⚡ - August 17, 2025 📝 | |
| - Improved translation accuracy for Spanish. - August 16, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. 🎙️ - August 15, 2025 📝 | |
| - Optimized pipeline for lower latency. - August 14, 2025 📝 | |
| - Added support for additional audio formats. 🗣️ - August 13, 2025 📝 | |
| - Enhanced gTTS audio quality. 🌐 - August 12, 2025 📝 | |
| - Improved translation accuracy for Spanish. 🔥 - August 11, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. - August 10, 2025 📝 | |
| - Optimized pipeline for lower latency. - August 09, 2025 📝 | |
| - Added support for additional audio formats. 🔥 - August 08, 2025 📝 | |
| - Enhanced gTTS audio quality. 🎙️ - August 07, 2025 📝 | |
| - Improved translation accuracy for Spanish. ⚡ - August 06, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. 🗣️ - August 05, 2025 📝 | |
| - Optimized pipeline for lower latency. - August 04, 2025 📝 | |
| - Added support for additional audio formats. 🌐 - August 03, 2025 📝 | |
| - Enhanced gTTS audio quality. - August 02, 2025 📝 | |
| - Improved translation accuracy for Spanish. 🎙️ - August 01, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. - July 31, 2025 📝 | |
| - Optimized pipeline for lower latency. 🗣️ - July 30, 2025 📝 | |
| - Added support for additional audio formats. 🔥 - July 29, 2025 📝 | |
| - Enhanced gTTS audio quality. ⚡ - July 28, 2025 📝 | |
| - Improved translation accuracy for Spanish. - July 27, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. - July 26, 2025 📝 | |
| - Optimized pipeline for lower latency. - July 25, 2025 📝 | |
| - Added support for additional audio formats. 🌐 - July 24, 2025 📝 | |
| - Enhanced gTTS audio quality. - July 23, 2025 📝 | |
| - Improved translation accuracy for Spanish. 🎙️ - July 22, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. - July 21, 2025 📝 | |
| - Optimized pipeline for lower latency. 🗣️ - July 20, 2025 📝 | |
| - Added support for additional audio formats. 🔥 - July 19, 2025 📝 | |
| - Enhanced gTTS audio quality. 🌐 - July 18, 2025 📝 | |
| - Improved translation accuracy for Spanish. ⚡ - July 17, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. - July 16, 2025 📝 | |
| - Optimized pipeline for lower latency. - July 15, 2025 📝 | |
| - Added support for additional audio formats. 🌐 - July 11, 2025 📝 | |
| - Enhanced gTTS audio quality. - July 10, 2025 📝 | |
| - Improved translation accuracy for Spanish. - July 09, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. ⚡ - July 08, 2025 📝 | |
| - Optimized pipeline for lower latency. 🗣️ - July 07, 2025 📝 | |
| - Added support for additional audio formats. - July 06, 2025 📝 | |
| - Enhanced gTTS audio quality. 🔥 - July 05, 2025 📝 | |
| - Improved translation accuracy for Spanish. 🎙️ - July 04, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. - July 03, 2025 📝 | |
| - Optimized pipeline for lower latency. - July 02, 2025 📝 | |
| - Added support for additional audio formats. - July 01, 2025 📝 | |
| - Enhanced gTTS audio quality. - June 30, 2025 📝 | |
| - Improved translation accuracy for Spanish. ⚡ - June 29, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. - June 28, 2025 📝 | |
| - Optimized pipeline for lower latency. - June 27, 2025 📝 | |
| - Added support for additional audio formats. - June 26, 2025 📝 | |
| - Enhanced gTTS audio quality. 🌐 - June 25, 2025 📝 | |
| - Improved translation accuracy for Spanish. - June 24, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. 🗣️ - June 23, 2025 📝 | |
| - Optimized pipeline for lower latency. 🔥 - June 22, 2025 📝 | |
| - Added support for additional audio formats. 🎙️ - June 21, 2025 📝 | |
| - Enhanced gTTS audio quality. - June 20, 2025 📝 | |
| - Improved translation accuracy for Spanish. ⚡ - June 19, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. - June 18, 2025 📝 | |
| - Optimized pipeline for lower latency. 🌐 - June 17, 2025 📝 | |
| - Added support for additional audio formats. 🎙️ - June 16, 2025 📝 | |
| - Enhanced gTTS audio quality. - June 15, 2025 📝 | |
| - Improved translation accuracy for Spanish. 🗣️ - June 14, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. - June 13, 2025 📝 | |
| - Optimized pipeline for lower latency. 🔥 - June 12, 2025 📝 | |
| - Added support for additional audio formats. ⚡ - June 11, 2025 📝 | |
| - Enhanced gTTS audio quality. - June 10, 2025 📝 | |
| - Improved translation accuracy for Spanish. 🎙️ - June 09, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. - June 08, 2025 📝 | |
| - Optimized pipeline for lower latency. 🔥 - June 07, 2025 📝 | |
| - Added support for additional audio formats. 🌐 - June 06, 2025 📝 | |
| - Enhanced gTTS audio quality. 🗣️ - June 05, 2025 📝 | |
| - Improved translation accuracy for Spanish. 🎙️ - June 04, 2025 📝 | |
| - Upgraded Whisper-Tiny model for faster ASR. 🌐 - June 03, 2025 📝 | |
| - Optimized pipeline for lower latency. 🔥 - June 02, 2025 📝 | |
| - Added support for additional audio formats. 🗣️ - June 01, 2025 📝 | |
| - Enhanced gTTS audio quality. - May 31, 2025 📝 | |
| - Improved translation accuracy for Spanish. ⚡ - May 30, 2025 📝 | |
| **Website**: https://ghostainews.com/ | |
| **Discord**: https://discord.gg/BfA23aYz |