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83: NaadSadhana – Sandeep Ranade

Jan 14, 2026
Sandeep Ranade, a Hindustani classical musician and tech innovator, discusses his journey from tech engineer to the creator of NaadSadhana, an award-winning AI-driven music app. He reveals how a frustrated student's struggle inspired him to invent a real-time vocal tuner that empowers musicians. Sandeep emphasizes the need for passion-driven projects, the importance of ethical AI, and his commitment to evolving the app like a living artwork. He also shares insights on organic growth through community engagement and the creative integration of technology with music.
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INSIGHT

Voice Tuning Is A Psychoacoustic Problem

  • Human vocal pitch detection is harder than instrument tuning because the fundamental can be weaker than harmonics and timbre complicates analysis.
  • Sandeep combined DSP and psychoacoustics to map perceived pitch, not just raw frequency, for accurate real-time feedback.
ADVICE

Ship Early And Let Users Spread It

  • Release early to real users even if the product is minimal; real use uncovers whether your solution actually helps people.
  • Use word-of-mouth from teachers and students to grow before investing in broad marketing.
ANECDOTE

From Tuner To Real-Time AI Band

  • After giving the app
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