Praxy Voice: Voice-Prompt Recovery + BUPS for Commercial-Class Indic TTS from a Frozen Non-Indic Base at Zero Commercial-Training-Data Cost
arXiv preprint · cs.SD / cs.CL / eess.AS · 2026
Research, classrooms, and other proof.
I like work that survives contact with reality: a model that speaks better, a student who ships, or a leaderboard that refuses to be hand-waved.
Voice AI research
PSP: An Interpretable Per-Dimension Accent Benchmark for Indic Text-to-Speech
arXiv preprint · cs.SD / cs.CL · 2026
3 more under review · 1 CLEF · 2 CAISC 2026Google Scholar ↗
Selected syllabus
3,000+Product Management students
1,000+Applied AI students
Consumer cohorts and enterprise training through Praxel. I also taught the 2-credit AI for Business course at Masters’ Union.
Adecco · Zomato · MoEngage · Masters’ Union
Product thinking, applied AI, agents, evaluation, and the less glamorous work of shipping.