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911-voice-to-text-20epochs
vaishnavanand/911-voice-to-text-20epochs
911-voice-to-text-20epochs is a machine learning model from vaishnavanand. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This is a specialized Whisper-based model trained on 911 emergency call recordings for accurate real-time voice-to-text transcription.
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At a glance
- Model type
- whisper
- Access
- Public
- Created
- Aug 10, 2025
- Updated
- Aug 10, 2025
- SHA
- 590bf2c3
Model card
From the Hugging Face model README
911 Voice-to-Text Transcription Model (20 Epochs)
This is a specialized Whisper-based model trained on 911 emergency call recordings for accurate real-time voice-to-text transcription.
Performance
- Training Epochs: 20
- Coherence Score: 82%
- Model Size: Base Whisper
- Real-time Capable: Yes
Usage
from transformers import WhisperProcessor, WhisperForConditionalGeneration
processor = WhisperProcessor.from_pretrained("vaishnavanand/911-voice-to-text-20epochs")
model = WhisperForConditionalGeneration.from_pretrained("vaishnavanand/911-voice-to-text-20epochs")
Emergency Keywords
Help, Emergency, 911, Urgent, Critical, Accident, Fire, Police, Ambulance, Medical, Shooting, Robbery, Assault, Heart Attack, Stroke, Bleeding, Unconscious, Breathing, Chest Pain, Gun, Knife, Weapon, Crash, Trapped
License
MIT License - Free for commercial and research use.
- Type
- whisper
- Created
- Aug 10, 2025
- Updated
- Aug 10, 2025