This is a colloborative workshop paper project on Phonemic Analysis of Bangla Music lyrics for artists from the 2000 and post-2000s. My mentor, Ishrak Hayet, a graduate student at the North Carolina State University guided me throughtout the journey of this project. I now have the fundamental understanding of NLP. We conducted a comprehensive phonemic analysis of Bangla song lyrics, a low-resource language often overlooked. Our research introduces novel datasets, including "Timeline" and "Mixed," to deepen our understanding of linguistic evolution in Bangla music. Additionally, our multi-label genre analysis uncovers the detailed relationship between phonemic patterns and diverse musical genres in Bangla music, enriching the broader field of music analysis. Future direction of exploration include cross-linguistic comparative studies, examining phonemic patterns in Bangla lyrics compared to other languages, and developing interactive song- writing tools that leverage phonemic analysis to aid songwriters in crafting lyrics with specific phonemic attributes.