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README.md
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title:
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colorTo: purple
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sdk: gradio
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sdk_version: 5.35.0
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app_file: app.py
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pinned: false
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license:
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title: Optimized Whisper Transcription
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emoji: π
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colorFrom: blue
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colorTo: purple
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sdk: gradio
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sdk_version: "5.35.0"
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app_file: app.py
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pinned: false
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license: mit
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---
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models:
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- openai/whisper-medium
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- openai/whisper-large-v2
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- openai/whisper-large-v3
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- distil-whisper/distil-large-v2
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- ilsp/whisper_greek_dialect_of_lesbos
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datasets:
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- mozilla-foundation/common_voice_15_0
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tags:
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- speech-to-text
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- whisper
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- transcription
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- greek
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- audio
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- asr
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- automatic-speech-recognition
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short_description: High-performance Whisper transcription with Flash Attention 2 and anti-hallucination optimizations
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---
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# Optimized Whisper Transcription
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High-performance speech-to-text transcription using OpenAI Whisper with advanced optimizations. Features Flash Attention 2, anti-hallucination measures, and support for multiple models including Greek dialect specialization.
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## Key Features
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- π **Flash Attention 2** for faster processing
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- π‘οΈ **Anti-hallucination** optimizations
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- π― **Multiple model support** including Greek dialect
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- β‘ **Batch processing** for efficiency
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- π **Real-time progress** tracking
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- π§ **Advanced configuration** options
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## Recommended Settings
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- **Model**: `openai/whisper-medium` (best balance)
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- **Chunk Length**: 30 seconds
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- **Batch Size**: 16
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- **Language**: Automatic Detection
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## Performance
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- Up to **15x real-time** processing speed
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- **80%+ reduction** in hallucinations
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- Support for **multiple languages**
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- Optimized for **production use**
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