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Jie Zhang
215 publications
Furu Wei
184 publications
Haizhou Li
150 publications
Jian Tang
129 publications
Jinyu Li
100 publications
Daxin Jiang
100 publications
Yu Wu
98 publications
Cong Liu
76 publications
Qian Chen
75 publications
Shiliang Zhang
70 publications
Shujie Liu
59 publications

∙ 08/28/2023

Rep2wav: Noise Robust text-to-speech Using self-supervised representations

Benefiting from the development of deep learning, text-to-speech (TTS) t...

0 Qiushi Zhu, et al. ∙

∙ 11/21/2022

VATLM: Visual-Audio-Text Pre-Training with Unified Masked Prediction for Speech Representation Learning

Although speech is a simple and effective way for humans to communicate ...

0 Qiushi Zhu, et al. ∙

∙ 10/07/2022

SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training

The rapid development of single-modal pre-training has prompted research...

0 Ziqiang Zhang, et al. ∙

∙ 09/30/2022

SpeechLM: Enhanced Speech Pre-Training with Unpaired Textual Data

How to boost speech pre-training with textual data is an unsolved proble...

0 Ziqiang Zhang, et al. ∙

∙ 03/31/2022

Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data

This paper studies a novel pre-training technique with unpaired speech d...

0 Junyi Ao, et al. ∙

∙ 07/01/2021

The USTC-NELSLIP Systems for Simultaneous Speech Translation Task at IWSLT 2021

This paper describes USTC-NELSLIP's submissions to the IWSLT2021 Simulta...

0 Dan Liu, et al. ∙

∙ 08/06/2020

Attentive Fusion Enhanced Audio-Visual Encoding for Transformer Based Robust Speech Recognition

Audio-visual information fusion enables a performance improvement in spe...

0 Liangfa Wei, et al. ∙

∙ 01/01/2020

Attentive batch normalization for lstm-based acoustic modeling of speech recognition

Batch normalization (BN) is an effective method to accelerate model trai...

0 Fenglin Ding, et al. ∙

∙ 03/28/2019

Deep Neural Network Embeddings with Gating Mechanisms for Text-Independent Speaker Verification

In this paper, gating mechanisms are applied in deep neural network (DNN...

0 Lanhua You, et al. ∙

∙ 03/28/2019

Multi-Task Learning with High-Order Statistics for X-vector based Text-Independent Speaker Verification

The x-vector based deep neural network (DNN) embedding systems have demo...

0 Lanhua You, et al. ∙

∙ 03/28/2019

Deep Neural Network Embedding Learning with High-Order Statistics for Text-Independent Speaker Verification

The x-vector based deep neural network (DNN) embedding systems have demo...

0 Lanhua You, et al. ∙

∙ 07/19/2018

A Capsule based Approach for Polyphonic Sound Event Detection

Polyphonic sound event detection (polyphonic SED) is an interesting but ...

0 Yaming Liu, et al. ∙

∙ 03/04/2018

Deep-FSMN for Large Vocabulary Continuous Speech Recognition

In this paper, we present an improved feedforward sequential memory netw...

0 Shiliang Zhang, et al. ∙

∙ 01/22/2018

Trajectory-based Radical Analysis Network for Online Handwritten Chinese Character Recognition

Recently, great progress has been made for online handwritten Chinese ch...

0 Jianshu Zhang, et al. ∙

∙ 01/05/2018

Multi-Scale Attention with Dense Encoder for Handwritten Mathematical Expression Recognition

Handwritten mathematical expression recognition is a challenging problem...

0 Jianshu Zhang, et al. ∙

∙ 12/04/2017

A GRU-based Encoder-Decoder Approach with Attention for Online Handwritten Mathematical Expression Recognition

In this study, we present a novel end-to-end approach based on the encod...

0 Jianshu Zhang, et al. ∙

∙ 11/03/2017

Radical analysis network for zero-shot learning in printed Chinese character recognition

Chinese characters have a huge set of character categories, more than 20...

0 Jianshu Zhang, et al. ∙

∙ 11/03/2017

RAN: Radical analysis networks for zero-shot learning of Chinese characters

Chinese characters have a huge set of character categories, more than 20...

0 Jianshu Zhang, et al. ∙

∙ 03/14/2017

Exploring Question Understanding and Adaptation in Neural-Network-Based Question Answering

The last several years have seen intensive interest in exploring neural-...

0 Junbei Zhang, et al. ∙

∙ 12/28/2015

Feedforward Sequential Memory Networks: A New Structure to Learn Long-term Dependency

In this paper, we propose a novel neural network structure, namely feedf...

0 Shiliang Zhang, et al. ∙

∙ 10/09/2015

Feedforward Sequential Memory Neural Networks without Recurrent Feedback

We introduce a new structure for memory neural networks, called feedforw...

0 Shiliang Zhang, et al. ∙

∙ 05/06/2015

A Fixed-Size Encoding Method for Variable-Length Sequences with its Application to Neural Network Language Models

In this paper, we propose the new fixed-size ordinally-forgetting encodi...

0 Shiliang Zhang, et al. ∙

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