Research on Punjabi vocal data often focuses on creating high-quality, balanced datasets for both male and female voices. Real and Synthetic Punjabi Speech Datasets paper from ScienceDirect
For those building AI-driven vocal packs, these papers cover the architecture used to generate natural-sounding Punjabi voices. BAANI Neural Vocoder : This research introduces a 296-million parameter neural vocoder punjabi vocal pack