43 citations · 49 across the 7 of their papers we have counts for
7 papers
Deep Speech Synthesis from MRI-Based Articulatory Representations
Peter Wu, Tingle Li, Yijing Lu +6
In this paper, we study articulatory synthesis, a speech synthesis method using human vocal tract information that offers a way to develop efficient, generalizable and interpretabl…
Speaker-Independent Acoustic-to-Articulatory Speech Inversion
Peter Wu, Li-Wei Chen, Cheol Jun Cho +4
To build speech processing methods that can handle speech as naturally as humans, researchers have explored multiple ways of building an invertible mapping from speech to an interp…
Articulatory Representation Learning Via Joint Factor Analysis and Neural Matrix Factorization
Jiachen Lian, Alan W Black, Yijing Lu +3
Articulatory representation learning is the fundamental research in modeling neural speech production system. Our previous work has established a deep paradigm to decompose the art…
Deep Speech Synthesis from Articulatory Representations
Peter Wu, Shinji Watanabe, Louis Goldstein +2
In the articulatory synthesis task, speech is synthesized from input features containing information about the physical behavior of the human vocal tract. This task provides a prom…
Deep Neural Convolutive Matrix Factorization for Articulatory Representation Decomposition
Jiachen Lian, Alan W Black, Louis Goldstein +1
Most of the research on data-driven speech representation learning has focused on raw audios in an end-to-end manner, paying little attention to their internal phonological or gest…
A multispeaker dataset of raw and reconstructed speech production real-time MRI video and 3D volumetric images
Yongwan Lim, Asterios Toutios, Yannick Bliesener +16
Real-time magnetic resonance imaging (RT-MRI) of human speech production is enabling significant advances in speech science, linguistics, bio-inspired speech technology development…
Derivation of Fitts' law from the Task Dynamics model of speech production
Tanner Sorensen, Adam Lammert, Louis Goldstein +1
Fitts' law is a linear equation relating movement time to an index of movement difficulty. The recent finding that Fitts' law applies to voluntary movement of the vocal tract raise…