Search Results for author: Sathvik Udupa

Found 5 papers, 3 papers with code

Real-Time MRI Video synthesis from time aligned phonemes with sequence-to-sequence networks

1 code implementation30 Oct 2022 Sathvik Udupa, Prasanta Kumar Ghosh

Real-Time Magnetic resonance imaging (rtMRI) of the midsagittal plane of the mouth is of interest for speech production research.

Decoder

Improved acoustic-to-articulatory inversion using representations from pretrained self-supervised learning models

1 code implementation30 Oct 2022 Sathvik Udupa, Siddarth C, Prasanta Kumar Ghosh

In this work, we investigate the effectiveness of pretrained Self-Supervised Learning (SSL) features for learning the mapping for acoustic to articulatory inversion (AAI).

Emotion Classification Self-Supervised Learning +3

Estimating articulatory movements in speech production with transformer networks

1 code implementation11 Apr 2021 Sathvik Udupa, Anwesha Roy, Abhayjeet Singh, Aravind Illa, Prasanta Kumar Ghosh

Additionally, on the AAI task, we obtain 1. 5%, 3% and 3. 1% relative gain in CC on the same setups compared to the state-of-the-art baseline.

Motion Estimation

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