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emoji: ποΈ
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app_file: app.py
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license: apache-2.0
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short_description:
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title: Urdu STT with GPT-OSS
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license: apache-2.0
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short_description: High-quality Urdu STT with Faster-Whisper and LLM.
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# ποΈ Faster Urdu ASR
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This Space provides **state-of-the-art Urdu Automatic Speech Recognition (ASR)** built on [Faster-Whisper](https://github.com/guillaumekln/faster-whisper), fine-tuned for Urdu.
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In addition to transcription, it offers **optional polishing with Groqβs `openai/gpt-oss-120b` LLM** to improve Urdu grammar, punctuation, and fluency.
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## β¨ Features
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- π€ **Audio input** via upload or direct microphone recording
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- π Multiple output formats: plain text, `.srt`, `.vtt`, `.json`
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- β‘ Built on **Faster-Whisper (CT2)** for efficient GPU/CPU inference
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- π€ **Optional LLM polishing** with Groq API for natural, improved Urdu text
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- π Works with environment variable `GROQ_API_KEY` or via UI input
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## π Usage
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1. Upload or record an Urdu audio file.
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2. Choose output format (`text`, `srt`, `vtt`, `json`).
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3. (Optional) Enable **LLM Polishing** to improve transcription quality.
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- Provide a valid **`GROQ_API_KEY`** if not set in your environment.
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- Adjust temperature and system prompt as needed.
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4. Click **Transcribe** and view/download your results.
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