4 papers
Estimating articulatory movements in speech production with transformer networks
Sathvik Udupa, Anwesha Roy, Abhayjeet Singh +2
We estimate articulatory movements in speech production from different modalities - acoustics and phonemes. Acoustic-to articulatory inversion (AAI) is a sequence-to-sequence task.…
Speaker conditioned acoustic-to-articulatory inversion using x-vectors
Aravind Illa, Prasanta Kumar Ghosh
Speech production involves the movement of various articulators, including tongue, jaw, and lips. Estimating the movement of the articulators from the acoustics of speech is known…
Attention and Encoder-Decoder based models for transforming articulatory movements at different speaking rates
Abhayjeet Singh, Aravind Illa, Prasanta Kumar Ghosh
While speaking at different rates, articulators (like tongue, lips) tend to move differently and the enunciations are also of different durations. In the past, affine transformatio…
A comparative study of estimating articulatory movements from phoneme sequences and acoustic features
Abhayjeet Singh, Aravind Illa, Prasanta Kumar Ghosh
Unlike phoneme sequences, movements of speech articulators (lips, tongue, jaw, velum) and the resultant acoustic signal are known to encode not only the linguistic message but also…