Muqiao Yang | DeepAI

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∙ 09/14/2023

SpatialCodec: Neural Spatial Speech Coding

In this work, we address the challenge of encoding speech captured by a ...

0 Zhongweiyang Xu, et al. ∙

∙ 03/25/2023

Backdoor Attacks with Input-unique Triggers in NLP

Backdoor attack aims at inducing neural models to make incorrect predict...

0 Xukun Zhou, et al. ∙

∙ 02/16/2023

PAAPLoss: A Phonetic-Aligned Acoustic Parameter Loss for Speech Enhancement

Despite rapid advancement in recent years, current speech enhancement mo...

0 Muqiao Yang, et al. ∙

∙ 02/16/2023

TAPLoss: A Temporal Acoustic Parameter Loss for Speech Enhancement

Speech enhancement models have greatly progressed in recent years, but s...

0 Yunyang Zeng, et al. ∙

∙ 10/27/2022

Simulating realistic speech overlaps improves multi-talker ASR

Multi-talker automatic speech recognition (ASR) has been studied to gene...

0 Muqiao Yang, et al. ∙

∙ 07/11/2022

Online Continual Learning of End-to-End Speech Recognition Models

Continual Learning, also known as Lifelong Learning, aims to continually...

0 Muqiao Yang, et al. ∙

∙ 07/01/2022

Improving Speech Enhancement through Fine-Grained Speech Characteristics

While deep learning based speech enhancement systems have made rapid pro...

0 Muqiao Yang, et al. ∙

∙ 07/17/2021

M2Lens: Visualizing and Explaining Multimodal Models for Sentiment Analysis

Multimodal sentiment analysis aims to recognize people's attitudes from ...

1 Xingbo Wang, et al. ∙

∙ 06/05/2021

Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition

Deep neural networks have been shown as a class of useful tools for addr...

0 Yihong Dong, et al. ∙

∙ 03/21/2021

Self-supervised Representation Learning with Relative Predictive Coding

This paper introduces Relative Predictive Coding (RPC), a new contrastiv...

32 Yao-Hung Hubert Tsai, et al. ∙

∙ 07/27/2020

Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial Learning

Diabetic Retinopathy (DR) is a leading cause of blindness in working age...

48 Qiqi Xiao, et al. ∙

∙ 04/29/2020

Interpretable Multimodal Routing for Human Multimodal Language

The human language has heterogeneous sources of information, including t...

0 Yao-Hung Hubert Tsai, et al. ∙

∙ 10/22/2019

Complex Transformer: A Framework for Modeling Complex-Valued Sequence

While deep learning has received a surge of interest in a variety of fie...

10 Muqiao Yang, et al. ∙

∙ 04/21/2019

Storing and Querying Large-Scale Spatio-Temporal Graphs with High-Throughput Edge Insertions

Real-world graphs often contain spatio-temporal information and evolve o...

0 Mengsu Ding, et al. ∙

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