b'Liang Huang'

research

∙ 11/07/2022

ERNIE-SAT: Speech and Text Joint Pretraining for Cross-Lingual Multi-Speaker Text-to-Speech

Speech representation learning has improved both speech understanding an...

0 Xiaoran Fan, et al. ∙

research

∙ 10/26/2022

LinearCoFold and LinearCoPartition: Linear-Time Algorithms for Secondary Structure Prediction of Interacting RNA molecules

Many ncRNAs function through RNA-RNA interactions. Fast and reliable RNA...

0 He Zhang, et al. ∙

research

∙ 10/11/2022

Universal cover-time distribution of heterogeneous random walks

The cover-time problem, i.e., time to visit every site in a system, is o...

0 Jia-Qi Dong, et al. ∙

research

∙ 06/29/2022

LinearAlifold: Linear-Time Consensus Structure Prediction for RNA Alignments

Predicting the consensus structure of a set of aligned RNA homologs is a...

0 Liang Zhang, et al. ∙

research

∙ 05/20/2022

PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkit

PaddleSpeech is an open-source all-in-one speech toolkit. It aims at fac...

0 Hui Zhang, et al. ∙

research

∙ 05/16/2022

A Fast Attention Network for Joint Intent Detection and Slot Filling on Edge Devices

Intent detection and slot filling are two main tasks in natural language...

0 Liang Huang, et al. ∙

research

∙ 04/27/2022

Data-Driven Adaptive Simultaneous Machine Translation

In simultaneous translation (SimulMT), the most widely used strategy is ...

6 Guangxu Xun, et al. ∙

research

∙ 03/18/2022

A^3T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing

Recently, speech representation learning has improved many speech-relate...

0 He Bai, et al. ∙

research

∙ 09/13/2021

Computation Rate Maximum for Mobile Terminals in UAV-assisted Wireless Powered MEC Networks with Fairness Constraint

This paper investigates an unmanned aerial vehicle (UAV)-assisted wirele...

0 Xiaoyi Zhou, et al. ∙

research

∙ 08/02/2021

The Role of Phonetic Units in Speech Emotion Recognition

We propose a method for emotion recognition through emotiondependent spe...

0 Jiahong Yuan, et al. ∙

research

∙ 08/02/2021

Decoupling recognition and transcription in Mandarin ASR

Much of the recent literature on automatic speech recognition (ASR) is t...

0 Jiahong Yuan, et al. ∙

research

∙ 07/21/2021

Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity

Drug discovery often relies on the successful prediction of protein-liga...

0 Shuangli Li, et al. ∙

research

∙ 06/11/2021

Direct Simultaneous Speech-to-Text Translation Assisted by Synchronized Streaming ASR

Simultaneous speech-to-text translation is widely useful in many scenari...

8 Junkun Chen, et al. ∙

research

∙ 04/14/2021

An Integrated Optimization-Learning Framework for Online Combinatorial Computation Offloading in MEC Networks

Mobile edge computing (MEC) is a promising paradigm to accommodate the i...

0 Xian Li, et al. ∙

research

∙ 02/10/2021

Fused Acoustic and Text Encoding for Multimodal Bilingual Pretraining and Speech Translation

Recently text and speech representation learning has successfully improv...

2 Renjie Zheng, et al. ∙

research

∙ 02/05/2021

Stable Online Computation Offloading via Lyapunov-guided Deep Reinforcement Learning

In this paper, we consider a multi-user mobile-edge computing (MEC) netw...

0 Suzhi Bi, et al. ∙

research

∙ 12/17/2020

Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction

Accurately predicting the binding affinity between drugs and proteins is...

0 Jingbo Zhou, et al. ∙

research

∙ 11/12/2020

Context-aware Stand-alone Neural Spelling Correction

Existing natural language processing systems are vulnerable to noisy inp...

0 Xiangci Li, et al. ∙

research

∙ 10/22/2020

MAM: Masked Acoustic Modeling for End-to-End Speech-to-Text Translation

End-to-end Speech-to-text Translation (E2E- ST), which directly translat...

5 Junkun Chen, et al. ∙

research

∙ 10/21/2020

Improving Simultaneous Translation with Pseudo References

Simultaneous translation is vastly different from full-sentence translat...

2 Junkun Chen, et al. ∙

research

∙ 10/20/2020

Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training

Simultaneous speech-to-speech translation is widely useful but extremely...

0 Renjie Zheng, et al. ∙

research

∙ 10/03/2020

Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks

Opportunistic computation offloading is an effective method to improve t...

0 Suzhi Bi, et al. ∙

research

∙ 07/03/2020

The Review Unmanned Surface Vehicle Path Planning: Based on Multi-modality Constraint

The essence of the path planning problems is multi-modality constraint. ...

0 Chunhui Zhou, et al. ∙

research

∙ 05/18/2020

NEJM-enzh: A Parallel Corpus for English-Chinese Translation in the Biomedical Domain

Machine translation requires large amounts of parallel text. While such ...

0 Boxiang Liu, et al. ∙

research

∙ 05/03/2020

Visualizing Deep Learning-based Radio Modulation Classifier

Deep learning has recently been successfully applied in automatic modula...

0 Liang Huang, et al. ∙

research

∙ 05/02/2020

Opportunistic Decoding with Timely Correction for Simultaneous Translation

Simultaneous translation has many important application scenarios and at...

0 Renjie Zheng, et al. ∙

research

∙ 04/27/2020

Simultaneous Translation Policies: From Fixed to Adaptive

Adaptive policies are better than fixed policies for simultaneous transl...

0 Baigong Zheng, et al. ∙

research

∙ 03/09/2020

Anti-Aging Scheduling in Single-Server Queues: A Systematic and Comparative Study

The Age-of-Information (AoI) is a new performance metric recently propos...

0 Zhongdong Liu, et al. ∙

research

∙ 12/31/2019

LinearPartition: Linear-Time Approximation of RNA Folding Partition Function and Base Pairing Probabilities

RNA secondary structure prediction is widely used to understand RNA func...

0 He Zhang, et al. ∙

research

∙ 12/22/2019

LinearFold: linear-time approximate RNA folding by 5'-to-3' dynamic programming and beam search

Motivation: Predicting the secondary structure of an RNA sequence is use...

0 Liang Huang, et al. ∙

research

∙ 12/06/2019

Data Augmentation for Deep Learning-based Radio Modulation Classification

Deep learning has recently been applied to automatically classify the mo...

0 Liang Huang, et al. ∙

research

∙ 11/07/2019

Incremental Text-to-Speech Synthesis with Prefix-to-Prefix Framework

Text-to-speech synthesis (TTS) has witnessed rapid progress in recent ye...

0 Mingbo Ma, et al. ∙

research

∙ 11/03/2019

Machine Translation in Pronunciation Space

The research in machine translation community focus on translation in te...

0 Hairong Liu, et al. ∙

research

∙ 09/12/2019

Speculative Beam Search for Simultaneous Translation

Beam search is universally used in full-sentence translation but its app...

0 Renjie Zheng, et al. ∙

research

∙ 09/04/2019

Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation

Simultaneous translation is widely useful but remains challenging. Previ...

0 Baigong Zheng, et al. ∙

research

∙ 06/19/2019

Robust Machine Translation with Domain Sensitive Pseudo-Sources: Baidu-OSU WMT19 MT Robustness Shared Task System Report

This paper describes the machine translation system developed jointly by...

0 Renjie Zheng, et al. ∙

research

∙ 06/04/2019

Simultaneous Translation with Flexible Policy via Restricted Imitation Learning

Simultaneous translation is widely useful but remains one of the most di...

0 Baigong Zheng, et al. ∙

research

∙ 06/03/2019

Joint Optimization of Service Caching Placement and Computation Offloading in Mobile Edge Computing System

In mobile edge computing (MEC) systems, edge service caching refers to p...

0 Suzhi Bi, et al. ∙

research

∙ 04/01/2019

Learning to Stop in Structured Prediction for Neural Machine Translation

Beam search optimization resolves many issues in neural machine translat...

0 Mingbo Ma, et al. ∙

research

∙ 10/19/2018

STACL: Simultaneous Translation with Integrated Anticipation and Controllable Latency

Simultaneous translation, which translates sentences before they are fin...

0 Mingbo Ma, et al. ∙

research

∙ 10/15/2018

Robust Neural Machine Translation with Joint Textual and Phonetic Embedding

Neural machine translation (NMT) is notoriously sensitive to noises, but...

0 Hairong Liu, et al. ∙

research

∙ 09/09/2018

Speeding Up Neural Machine Translation Decoding by Cube Pruning

Although neural machine translation has achieved promising results, it s...

0 Wen Zhang, et al. ∙

research

∙ 08/31/2018

When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size)

In neural text generation such as neural machine translation, summarizat...

0 Liang Huang, et al. ∙

research

∙ 08/31/2018

Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report

This paper describes multimodal machine translation systems developed jo...

0 Renjie Zheng, et al. ∙

research

∙ 08/28/2018

Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation

Beam search is widely used in neural machine translation, and usually im...

1 Yilin Yang, et al. ∙

research

∙ 08/28/2018

Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation

Neural text generation, including neural machine translation, image capt...

0 Renjie Zheng, et al. ∙

research

∙ 08/27/2018

Large Margin Neural Language Model

We propose a large margin criterion for training neural language models....

0 Jiaji Huang, et al. ∙

research

∙ 08/06/2018

Deep Reinforcement Learning for Online Offloading in Wireless Powered Mobile-Edge Computing Networks

In this paper, we consider a wireless powered mobile-edge computing (MEC...

0 Liang Huang, et al. ∙

research

∙ 05/17/2018

Linear-Time Constituency Parsing with RNNs and Dynamic Programming

Recently, span-based constituency parsing has achieved competitive accur...

0 Juneki Hong, et al. ∙

research

∙ 02/15/2018

Event Nugget Detection with Forward-Backward Recurrent Neural Networks

Traditional event detection methods heavily rely on manually engineered ...

0 Reza Ghaeini, et al. ∙

Liang Huang

Featured Co-authors