adhit-r / adhit-r/RagaSense

Research Paper and Academic Publication

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enhancement medium-priority research
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Mô tả

## Overview
Prepare and publish a comprehensive research paper documenting the advanced raga detection system and its contributions to Indian classical music AI.

## Research Contributions
- **Novel Architecture**: YuE extension for Indian classical music
- **Cultural Knowledge Integration**: 22-shruti system and gamaka detection
- **Multi-scale Temporal Modeling**: Complex taal cycle handling
- **Comprehensive Evaluation**: Large-scale dataset with cultural metrics

## Paper Structure
- [ ] Abstract and Introduction
- [ ] Related Work and Literature Review
- [ ] Methodology and Architecture
- [ ] Cultural Knowledge System Design
- [ ] Experimental Setup and Dataset
- [ ] Results and Analysis
- [ ] Cultural Insights and Discussion
- [ ] Conclusion and Future Work

## Technical Documentation
- [ ] Complete system architecture documentation
- [ ] Cultural knowledge base documentation
- [ ] Evaluation metrics and benchmarks
- [ ] Comparison with existing approaches
- [ ] Ablation studies and component analysis

## Dataset and Reproducibility
- [ ] Prepare dataset for public release
- [ ] Create reproducible training scripts
- [ ] Document all hyperparameters and configurations
- [ ] Provide pre-trained models
- [ ] Create evaluation benchmarks

## Target Venues
- [ ] ISMIR (International Society for Music Information Retrieval)
- [ ] ICASSP (IEEE International Conference on Acoustics)
- [ ] JNMR (Journal of New Music Research)
- [ ] Music & Science journal

## Success Criteria
- [ ] Paper submitted to top-tier venue
- [ ] System achieves state-of-the-art performance
- [ ] Dataset and code made publicly available
- [ ] Positive peer review and acceptance
- [ ] Citations and impact in the community

## Files to Create
- `docs/RESEARCH_PAPER.md`
- `docs/ARCHITECTURE.md`
- `docs/EVALUATION.md`
- `docs/REPRODUCIBILITY.md`
- `paper/ragasense_paper.tex`

## Priority: Medium
Important for academic recognition and community impact.

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