Using Signal Processing in Tandem With Adapted Mixture Models for Classifying Genomic Signals

no code implementations • 3 Nov 2022 • Saish Jaiswal, Shreya Nema, Hema A Murthy, Manikandan Narayanan

Genomic signal processing has been used successfully in bioinformatics to analyze biomolecular sequences and gain varied insights into DNA structure, gene organization, protein binding, sequence evolution, etc.

Dual Script E2E framework for Multilingual and Code-Switching ASR

no code implementations • 2 Jun 2021 • Mari Ganesh Kumar, Jom Kuriakose, Anand Thyagachandran, Arun Kumar A, Ashish Seth, Lodagala Durga Prasad, Saish Jaiswal, Anusha Prakash, Hema Murthy

In the first system, the E2E model is trained on the CLS representation, and we use a novel data-driven back-end to recover the native language script.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3