Jinming Zhao | DeepAI

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∙ 09/13/2023

Simultaneous Machine Translation with Large Language Models

Large language models (LLM) have demonstrated their abilities to solve v...

0 Minghan Wang, et al. ∙

∙ 05/28/2023

Investigating Pre-trained Audio Encoders in the Low-Resource Condition

Pre-trained speech encoders have been central to pushing state-of-the-ar...

0 Hao Yang, et al. ∙

∙ 04/23/2023

NAIST-SIC-Aligned: Automatically-Aligned English-Japanese Simultaneous Interpretation Corpus

It remains a question that how simultaneous interpretation (SI) data aff...

0 Jinming Zhao, et al. ∙

∙ 04/18/2023

MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning

Over the past few decades, multimodal emotion recognition has made remar...

0 Zheng Lian, et al. ∙

∙ 10/27/2022

Exploiting modality-invariant feature for robust multimodal emotion recognition with missing modalities

Multimodal emotion recognition leverages complementary information acros...

0 Haolin Zuo, et al. ∙

∙ 10/24/2022

Self-supervised Rewiring of Pre-trained Speech Encoders: Towards Faster Fine-tuning with Less Labels in Speech Processing

Pre-trained speech Transformers have facilitated great success across va...

0 Hao Yang, et al. ∙

∙ 10/17/2022

Towards Relation Extraction From Speech

Relation extraction typically aims to extract semantic relationships bet...

0 Tongtong Wu, et al. ∙

∙ 10/16/2022

RedApt: An Adaptor for wav2vec 2 Encoding Faster and Smaller Speech Translation without Quality Compromise

Pre-trained speech Transformers in speech translation (ST) have facilita...

0 Jinming Zhao, et al. ∙

∙ 10/15/2022

Generating Synthetic Speech from SpokenVocab for Speech Translation

Training end-to-end speech translation (ST) systems requires sufficientl...

0 Jinming Zhao, et al. ∙

∙ 07/03/2022

M-Adapter: Modality Adaptation for End-to-End Speech-to-Text Translation

End-to-end speech-to-text translation models are often initialized with ...

0 Jinming Zhao, et al. ∙

∙ 10/27/2021

MEmoBERT: Pre-training Model with Prompt-based Learning for Multimodal Emotion Recognition

Multimodal emotion recognition study is hindered by the lack of labelled...

0 Jinming Zhao, et al. ∙

∙ 10/11/2021

It is Not as Good as You Think! Evaluating Simultaneous Machine Translation on Interpretation Data

Most existing simultaneous machine translation (SiMT) systems are traine...

0 Jinming Zhao, et al. ∙

∙ 07/14/2021

MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation

Emotion recognition in conversation (ERC) is a crucial component in affe...

0 Jingwen Hu, et al. ∙

∙ 07/27/2020

MUSE2020 challenge report

This paper is a brief report for MUSE2020 challenge. We present our solu...

0 Ruichen Li, et al. ∙

∙ 07/17/2020

SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression

Obtaining training data for multi-document summarization (MDS) is time c...

0 Jinming Zhao, et al. ∙

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