# ImprovAIze

- **Event:** [GPT-5 Startup Hackathon NYC](https://cerebralvalley.ai/e/gpt5-nyc)
- **When:** Sep 27 at 9:00 AM – Sep 28 at 5:00 PM (EDT)
- **Where:** The Malin Flatiron, New York, NY
- **Team:** [Ayush Kokande](https://cerebralvalley.ai/u/ayushkokande)
- **GitHub:** https://github.com/ayushkokande/Vocalysis
- **Demo video:** https://drive.google.com/file/d/18UyBN0imVrIgFLi7MaMZpW4JI_Pqb5o-/view?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/gpt5-nyc/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/gpt5-nyc/hackathon/gallery/39

“Most of us get nervous about singing in front of people—whether it’s karaoke night, the school recital, or even my own performances.
  I’ve felt that same anxiety, and it inspired me to build Vocalysis: an AI-assisted vocal coach that gives you objective, real-time
  feedback on your voice. Vocalysis focuses on the skills singers struggle with most: tuning, breath support, range, expressivity, and confidence. You upload or
  record a short clip, and our listener agent extracts pitch, energy, vibrato, and timbre features mapped to meaningful traits. From there,
  the interpreter flags what’s working and what needs attention, while the mentor layer translates it into quick drills and encouragement
  tailored to your practice goal. 

  The effect is immediate. Instead of guessing why a note felt shaky or a phrase fell flat,

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Markdown version of https://cerebralvalley.ai/e/gpt5-nyc/hackathon/gallery/39. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt