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--- |
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title: Audio/Video Translation Toolkit |
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emoji: 🚀 |
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colorFrom: indigo |
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colorTo: purple |
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sdk: gradio |
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python_version: 3.10.0 |
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app_file: app.py |
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tags: |
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- translation |
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- audio |
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- video |
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- speech-synthesis |
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- voice-cloning |
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- gradio |
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--- |
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# 🚀 Audio/Video Translation Toolkit |
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This application provides a complete pipeline for translating the audio of a video or audio file from English to various Indian languages. It handles everything from vocal separation and transcription to translation, speech synthesis, and voice cloning. |
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## ## Key Features 🛠️ |
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* **🎬 Full Video Translation:** Upload a video, and the app will extract the audio, translate it, and merge it back into the original video. |
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* **🎵 Full Audio Translation:** Translate standalone audio files. |
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* **🗣️ Vocal Separation:** Isolate vocals from background music before processing. |
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* **✍️ Transcription & Pace Detection:** Uses Whisper to transcribe the audio and determine the original speaker's pace. |
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* **🌐 Multi-Lingual Translation:** Translate text to Tamil, Telugu, or Hindi using either local models or the Sarvam API. |
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* **🔊 Speech Synthesis:** Generate new speech in the target language using models from `ai4bharat`. |
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* **🧬 Voice Cloning:** Clone the voice from the original speaker onto the newly synthesized audio for a more natural result. |
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## ## How to Use the Main Pipeline |
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1. Navigate to the **Translate Video** or **Translate Audio** tab. |
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2. Upload your file. |
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3. Select the **Target Language**. |
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4. Click the **Translate** button and wait for the process to complete. |
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