Author

Sriram Ganapathy

3 papers indexed here

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.

Preprint Sep 2026

JASPER: Joint Audio and Speech Pre-trained Encoder Representations

Self-supervised learning (SSL) for speech and audio has largely progressed along separate tracks: speech models emphasise time-domain prediction, whereas audio representation learning has focused on time-frequency patterns. This separation creates a compatibility gap, limiting cross-domain generalization. In this work,...

Geeth George, E. AmeenudeenP, Hrishikesh H. Pillai et al. · 0 citations

#machine learning Preprint Sep 2026

Integrating Language Models into Listened and Imagined Speech Decoding from MEG

It is found that imagined-speech decoding benefits more from the language model than listened-speech decoding, and the best-performing balance between neural and language-model evidence shifts toward the language model, and the gain over neural-only decoding is larger.

Maryam Maghsoudi, Sai Samrat Kankanala, S. Shamma et al. · 0 citations

#artificial intelligence Preprint Aug 2026

BiG-SURE - Bipartite Graph for Semantic Uncertainty and Reliability Estimation of LLMs

In these experiments, BiG-SURE improves average abstention AUROC over prior black-box uncertainty estimators, while remaining simple, unsupervised, and applicable to black-box model settings.

Debarpan Bhattacharya, Malay Phadke, Sriram Ganapathy · 0 citations