Hu Hu | DeepAI

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Pin-Yu Chen
183 publications
Yu Tsao
127 publications
Rui Zhao
119 publications
Qing Wang
110 publications
Jinyu Li
100 publications
Yifan Gong
59 publications
Jun Du
58 publications
Yan Huang
55 publications
Yuyang Wang
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Chao-Han Huck Yang
46 publications
Zhong Meng
44 publications

∙ 03/07/2022

A study on joint modeling and data augmentation of multi-modalities for audio-visual scene classification

In this paper, we propose two techniques, namely joint modeling and data...

10 Qing Wang, et al. ∙

∙ 10/16/2021

A Variational Bayesian Approach to Learning Latent Variables for Acoustic Knowledge Transfer

We propose a variational Bayesian (VB) approach to learning distribution...

0 Hu Hu, et al. ∙

∙ 10/08/2021

A Study of Low-Resource Speech Commands Recognition based on Adversarial Reprogramming

In this study, we propose a novel adversarial reprogramming (AR) approac...

0 Hao Yen, et al. ∙

∙ 07/03/2021

A Lottery Ticket Hypothesis Framework for Low-Complexity Device-Robust Neural Acoustic Scene Classification

We propose a novel neural model compression strategy combining data augm...

7 Chao-Han Huck Yang, et al. ∙

∙ 12/14/2020

REDAT: Accent-Invariant Representation for End-to-End ASR by Domain Adversarial Training with Relabeling

Accents mismatching is a critical problem for end-to-end ASR. This paper...

0 Hu Hu, et al. ∙

∙ 11/03/2020

A Two-Stage Approach to Device-Robust Acoustic Scene Classification

To improve device robustness, a highly desirable key feature of a compet...

7 Hu Hu, et al. ∙

∙ 07/31/2020

Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification

In this paper, we propose a domain adaptation framework to address the d...

0 Hu Hu, et al. ∙

∙ 07/31/2020

An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances

In this paper, we propose a sub-utterance unit selection framework to re...

0 Hu Hu, et al. ∙

∙ 07/25/2020

Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement

This paper investigates different trade-offs between the number of model...

0 Jun Qi, et al. ∙

∙ 07/16/2020

Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation

In this technical report, we present a joint effort of four groups, name...

0 Hu Hu, et al. ∙

∙ 05/01/2020

Exploring Pre-training with Alignments for RNN Transducer based End-to-End Speech Recognition

Recently, the recurrent neural network transducer (RNN-T) architecture h...

0 Hu Hu, et al. ∙

∙ 04/25/2020

L-Vector: Neural Label Embedding for Domain Adaptation

We propose a novel neural label embedding (NLE) scheme for the domain ad...

0 Zhong Meng, et al. ∙

∙ 02/03/2020

Tensor-to-Vector Regression for Multi-channel Speech Enhancement based on Tensor-Train Network

We propose a tensor-to-vector regression approach to multi-channel speec...

0 Jun Qi, et al. ∙

∙ 09/26/2019

Improving RNN Transducer Modeling for End-to-End Speech Recognition

In the last few years, an emerging trend in automatic speech recognition...

0 Jinyu Li, et al. ∙

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