~/talk

An immersive experience using AI in tarteel ai app

Talkat BlaBlaConf 2022 · 2022-12-19..12-23· [machine-learning]
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Tarteel.ai uses supervised machine learning trained on a custom dataset of volunteer Quran recitations with manual annotation to detect pronunciation and Tajweed errors, then scores and suggests corrections in-app. The pipeline uses an acoustic model, Google Cloud speech/labeling APIs and Amazon SageMaker for training, plus optimized Nvidia inference components to run automatic feedback on the phone. The system handles common qira'at variations and outputs phrase-level correction and confidence scores.

AI-written summary · about

  1. 0:00Introduction and thanks
  2. 1:42Tarteel AI solution overview
  3. 5:11Model training with images
  4. 8:25Quran recitation accuracy
  5. 11:09Ramadan project and automation
  6. 15:12Mood and annotation challenges
  7. 17:00Algorithm and AI models
  8. 20:56Inference speed and deployment
  9. 22:39Future vision and support
  10. 25:57Quran recitation rules and tajweed
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