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Data-driven models for predicting community changes in freshwater ecosystems: A review
Freshwater ecosystems are sensitive to disturbances related to human activities, such as
climate and land-use changes. To predict and understand the potential impacts of these …
climate and land-use changes. To predict and understand the potential impacts of these …
Encoding of articulatory kinematic trajectories in human speech sensorimotor cortex
When speaking, we dynamically coordinate movements of our jaw, tongue, lips, and larynx.
To investigate the neural mechanisms underlying articulation, we used direct cortical …
To investigate the neural mechanisms underlying articulation, we used direct cortical …
Direct speech reconstruction from articulatory sensor data by machine learning
This paper describes a technique that generates speech acoustics from articulator
movements. Our motivation is to help people who can no longer speak following …
movements. Our motivation is to help people who can no longer speak following …
Adaptive multi-scale neural network with resnet blocks for solving partial differential equations
M Chen, R Niu, W Zheng - Nonlinear Dynamics, 2023 - Springer
In this paper, an adaptive multi-scale neural network with Resnet blocks (adaptive-MS-
Resnet) architecture is constructed for solving the Poisson equation, Helmholtz equation …
Resnet) architecture is constructed for solving the Poisson equation, Helmholtz equation …
The use of articulatory movement data in speech synthesis applications: An overview—application of articulatory movements using machine learning algorithms—
This paper describes speech processing work in which articulator movements are used in
conjunction with the acoustic speech signal and/or linguistic information. By ''articulator …
conjunction with the acoustic speech signal and/or linguistic information. By ''articulator …
[PDF][PDF] Low Resource Acoustic-to-articulatory Inversion Using Bi-directional Long Short Term Memory.
Estimating articulatory movements from speech acoustic features is known as acoustic-to-
articulatory inversion (AAI). Large amount of parallel data from speech and articulatory …
articulatory inversion (AAI). Large amount of parallel data from speech and articulatory …
Acoustic-to-articulatory map** with joint optimization of deep speech enhancement and articulatory inversion models
We investigate the problem of speaker independent acoustic-to-articulatory inversion (AAI)
in noisy conditions within the deep neural network (DNN) framework. In contrast with recent …
in noisy conditions within the deep neural network (DNN) framework. In contrast with recent …
Representation learning using convolution neural network for acoustic-to-articulatory inversion
Recent techniques employ end-to-end systems to learn relevant features for several speech
related applications, including speech recognition, and speaker verification. In this work, we …
related applications, including speech recognition, and speaker verification. In this work, we …
DNN-based acoustic-to-articulatory inversion using ultrasound tongue imaging
D Porras, A Sepúlveda-Sepúlveda… - 2019 International Joint …, 2019 - ieeexplore.ieee.org
Speech sounds are produced as the coordinated movement of the speaking organs. There
are several available methods to model the relation of articulatory movements and the …
are several available methods to model the relation of articulatory movements and the …