Nagwa.ai

Annotations:

• This cognitive system covers some AI-based projects that will help on enhancing the content and materials introduced by Nagwa, and improving the features of Nagwa's products (the website and tutoring app.)

1. Natural Language Processing
   1. Language Detection
   2. Text Summarization
   3. Question Generation
   4. Machine Translation
   5. Semantic Similarity (Sentence/Paragraph)
   6. Grammar Correction
   7. Semantic Search
   8. Video Tagging (using Transcription)
   9. Parallel Text Alignment
   10. Questions Clustering (Curated Items)
   11. Translation Validation
2. Signal/Audio Processing
   1. Spoken Language Detection
   2. Gender Detection
   3. Emotion Detection
   4. Native/Non-Native Speaker Recognition
   5. Speech - Text Alignment
   6. Automatic Speech Recognition (ASR)
   7. Noise Detection
   8. Noise Reduction
   9. Speaker Recognition/Verification
   10. Speaker Diarization
   11. Low-Energy Speaker Recognition
3. Computer Vision
   1. Equation to Latex
   2. Handwritten Recognition
   3. Video Tagging
   4. Writing Evaluation
4. Reinforcement Learning (Agents)
   1. Lessons/Materials Recommendation
   2. Student Learning Style
   3. Teacher Teaching Style
   4. Tutoring Style