Author

M. Venkateshkumar

h-index 5 View on Semantic Scholar

We have 1 of 26 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Jul 2026

What the Waveform Knows: Transparent-first Speech and Audio Intelligence with Caption Studio

A principal contribution of this work is the transparency-first framework, in which every reported metric is explicitly identified as measured, derived, or unavailable, thereby improving the traceability, interpretability, and reliability of speech analytics.

C. Chin, Jianhua Zhang, M. Venkateshkumar · arXiv.org · 0 citations