Intellectual Property India Publishes Patent Application for Wav2vec 2.0-Based Bilstm System With Automated Selection Of Optimal Pooling Strategy For Speech/Music Classification

MUMBAI, India, Nov. 2 -- Intellectual Property India has published a patent application (202641124063 A) filed by Koneru Lakshmaiah Education Foundation on October 16, 2026, for Wav2vec 2.0-Based Bilstm System With Automated Selection Of Optimal Pooling Strategy For Speech/Music Classification.

Inventors include Ch. V. Sai Abhiram; N. Vihas; G. Ruthika Lakshmi; D. Udayanjali; and Akhilesh Kumar Dubey.

The application for the patent was published on October 30, 2026, under issue no. 44/2026.

Abstract: A system (200) classifies audio segments as speech or music. A frozen Wav2Vec 2.0 model (104) produces contextual representations from the waveform after energy- based silence removal (102); the representations are grouped into fixed-duratio...