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Commit History
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feat: Implement ultra-optimizations for pronunciation assessment system
- Removed singleton pattern for thread safety and independent instances. - Enhanced G2P object reuse to avoid redundant creation. - Introduced smart parallel processing based on text length and system resources. - Optimized LRU cache sizes for word and text phoneme lookups. - Added pre-computed phoneme dictionary for common English words. - Implemented object pooling for G2P and comparator instances. - Added batch processing capability for efficient multiple assessments. - Introduced lazy loading for heavy dependencies to improve performance. - Implemented audio feature caching based on file modification time. - Enhanced resource management with intelligent threading strategies. Performance improvements target 80-85% faster processing time, achieving significant reductions in overall assessment duration.225134a