Search Results for author: Abhayjeet Singh

Found 7 papers, 1 papers with code

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

Attention and Encoder-Decoder based models for transforming articulatory movements at different speaking rates

no code implementations4 Jun 2020 Abhayjeet Singh, Aravind Illa, Prasanta Kumar Ghosh

As the range of articulatory motions is correlated with speaking rate, we also analyze amplitude of the transformed articulatory movements at different rates compared to their original counterparts, to examine how well the proposed AstNet predicts the extent of articulatory movements in N2F and N2S.

A comparative study of estimating articulatory movements from phoneme sequences and acoustic features

no code implementations31 Oct 2019 Abhayjeet Singh, Aravind Illa, Prasanta Kumar Ghosh

While an attention network is used for estimating articulatory movement in the case of R2, BLSTM network is used for R1 and R3.

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