Yonghong Yan | DeepAI

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67 publications
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∙ 08/12/2023

Alternative Pseudo-Labeling for Semi-Supervised Automatic Speech Recognition

When labeled data is insufficient, semi-supervised learning with the pse...

0 Han Zhu, et al. ∙

∙ 05/15/2023

ForkNet: Simultaneous Time and Time-Frequency Domain Modeling for Speech Enhancement

Previous research in speech enhancement has mostly focused on modeling t...

0 Feng Dang, et al. ∙

∙ 02/26/2023

Speech Corpora Divergence Based Unsupervised Data Selection for ASR

Selecting application scenarios matching data is important for the autom...

0 Changfeng Gao, et al. ∙

∙ 10/12/2022

Summary on the ISCSLP 2022 Chinese-English Code-Switching ASR Challenge

Code-switching automatic speech recognition becomes one of the most chal...

0 Shuhao Deng, et al. ∙

∙ 09/21/2022

UPIR: Toward the Design of Unified Parallel Intermediate Representation for Parallel Programming Models

The complexity of heterogeneous computing architectures, as well as the ...

0 Anjia Wang, et al. ∙

∙ 07/06/2022

Improving Streaming End-to-End ASR on Transformer-based Causal Models with Encoder States Revision Strategies

There is often a trade-off between performance and latency in streaming ...

0 Zehan Li, et al. ∙

∙ 06/20/2022

Boosting Cross-Domain Speech Recognition with Self-Supervision

The cross-domain performance of automatic speech recognition (ASR) could...

0 Han Zhu, et al. ∙

∙ 06/18/2022

Decoupled Federated Learning for ASR with Non-IID Data

Automatic speech recognition (ASR) with federated learning (FL) makes it...

0 Han Zhu, et al. ∙

∙ 10/26/2021

Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable

Multi-hop QA requires the machine to answer complex questions through fi...

0 Ruiliu Fu, et al. ∙

∙ 10/17/2021

Reminding the Incremental Language Model via Data-Free Self-Distillation

Incremental language learning with pseudo-data can alleviate catastrophi...

0 Han Wang, et al. ∙

∙ 10/09/2021

Wav2vec-S: Semi-Supervised Pre-Training for Speech Recognition

Self-supervised pre-training has dramatically improved the performance o...

0 Han Zhu, et al. ∙

∙ 10/07/2021

The Source Model Towards Maximizing The Output Signal-To-Interference Ratio For Independent Vector Analysis

In this paper, the optimal source model for the independent vector analy...

0 Jianju Gu, et al. ∙

∙ 07/03/2021

The HCCL Speaker Verification System for Far-Field Speaker Verification Challenge

This paper describes the systems submitted by team HCCL to the Far-Field...

0 Zhuo Li, et al. ∙

∙ 04/12/2021

Improved Conformer-based End-to-End Speech Recognition Using Neural Architecture Search

Recently neural architecture search(NAS) has been successfully used in i...

0 Yukun Liu, et al. ∙

∙ 11/05/2020

Multi-Accent Adaptation based on Gate Mechanism

When only a limited amount of accented speech data is available, to prom...

0 Han Zhu, et al. ∙

∙ 10/10/2020

A Model Compression Method with Matrix Product Operators for Speech Enhancement

The deep neural network (DNN) based speech enhancement approaches have a...

0 Xingwei Sun, et al. ∙

∙ 01/15/2020

Transformer-based Online CTC/attention End-to-End Speech Recognition Architecture

Recently, Transformer has gained success in automatic speech recognition...

0 Haoran Miao, et al. ∙

∙ 07/15/2019

Integrating the Data Augmentation Scheme with Various Classifiers for Acoustic Scene Modeling

This technical report describes the IOA team's submission for TASK1A of ...

0 Hangting Chen, et al. ∙

∙ 05/16/2018

A Cross-Layer Solution in Scientific Workflow System for Tackling Data Movement Challenge

Scientific applications in HPC environment are more com-plex and more da...

0 Dong Dai, et al. ∙

∙ 11/29/2017

Stream Attention for far-field multi-microphone ASR

A stream attention framework has been applied to the posterior probabili...

0 Xiaofei Wang, et al. ∙

∙ 10/25/2017

Relative Transfer Function Inverse Regression from Low Dimensional Manifold

In room acoustic environments, the Relative Transfer Functions (RTFs) ar...

0 Ziteng Wang, et al. ∙

∙ 07/01/2017

Rank-1 Constrained Multichannel Wiener Filter for Speech Recognition in Noisy Environments

Multichannel linear filters, such as the Multichannel Wiener Filter (MWF...

0 Ziteng Wang, et al. ∙

∙ 09/21/2015

Noise Robust IOA/CAS Speech Separation and Recognition System For The Third 'CHIME' Challenge

This paper presents the contribution to the third 'CHiME' speech separat...

0 Xiaofei Wang, et al. ∙

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