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08/31/2023
Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient Alignment
Deployment of Deep Neural Networks in medical imaging is hindered by dis...
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02/02/2021
SPEAK WITH YOUR HANDS Using Continuous Hand Gestures to control Articulatory Speech Synthesizer
This work presents our advancements in controlling an articulatory speec...
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06/29/2020
Ultra2Speech – A Deep Learning Framework for Formant Frequency Estimation and Tracking from Ultrasound Tongue Images
Thousands of individuals need surgical removal of their larynx due to cr...
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05/16/2020
Learning Joint Articulatory-Acoustic Representations with Normalizing Flows
The articulatory geometric configurations of the vocal tract and the aco...
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09/25/2019
EEG-to-F0: Establishing artificial neuro-muscular pathway for kinematics-based fundamental frequency control
The fundamental frequency (F0) of human voice is generally controlled by...
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04/08/2019
SPEAK YOUR MIND! Towards Imagined Speech Recognition With Hierarchical Deep Learning
Speech-related Brain Computer Interface (BCI) technologies provide effec...
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04/08/2019
Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts
Speech-related Brain Computer Interfaces (BCI) aim primarily at finding ...
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04/08/2019
Hierarchical Deep Feature Learning For Decoding Imagined Speech From EEG
We propose a mixed deep neural network strategy, incorporating parallel ...
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11/20/2018
Sound-Stream II: Towards Real-Time Gesture Controlled Articulatory Sound Synthesis
We present an interface involving four degrees-of-freedom (DOF) mechanic...
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09/17/2018
Muscle Excitation Estimation in Biomechanical Simulation Using NAF Reinforcement Learning
Motor control is a set of time-varying muscle excitations which generate...
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07/29/2018
