An End-to-End Neural Network for Image-to-Audio Transformation

no code implementations • 10 Mar 2023 • Liu Chen, Michael Deisher, Munir Georges

This paper describes an end-to-end (E2E) neural architecture for the audio rendering of small portions of display content on low resource personal computing devices.

Interpreting A Pre-trained Model Is A Key For Model Architecture Optimization: A Case Study On Wav2Vec 2.0

no code implementations • 7 Apr 2021 • Liu Chen, Meysam Asgari

A deep Transformer model with good evaluation score does not mean each subnetwork (a. k. a transformer block) learns reasonable representation.

Language Modelling

Refining Automatic Speech Recognition System for older adults

no code implementations • 17 Nov 2020 • Liu Chen, Meysam Asgari

Building a high quality automatic speech recognition (ASR) system with limited training data has been a challenging task particularly for a narrow target population.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

Topic-Based Measures of Conversation for Detecting Mild CognitiveImpairment

no code implementations • WS 2020 • Meysam Asgari, Liu Chen, Hiroko Dodge

Conversation is a complex cognitive task that engages multiple aspects of cognitive functions to remember the discussed topics, monitor the semantic and linguistic elements, and recognize others{'} emotions.

The Open Access Advantage Considering Citation, Article Usage and Social Media Attention

no code implementations • 19 Mar 2015 • Wang Xianwen, Liu Chen, Mao Wenli, Fang Zhichao

Data is analyzed from the static versus temporal-dynamic perspectives.