Search Results for author: Wenjing Zhu

Found 6 papers, 4 papers with code

Learning a Structural Causal Model for Intuition Reasoning in Conversation

1 code implementation28 May 2023 Hang Chen, Bingyu Liao, Jing Luo, Wenjing Zhu, Xinyu Yang

Reasoning, a crucial aspect of NLP research, has not been adequately addressed by prevailing models including Large Language Model.

Causal Discovery Language Modelling +2

Multi-Dimensional and Multi-Scale Modeling for Speech Separation Optimized by Discriminative Learning

no code implementations7 Mar 2023 Zhaoxi Mu, Xinyu Yang, Wenjing Zhu

Specifically, we design a new network SE-Conformer that can model audio sequences in multiple dimensions and scales, and apply it to the dual-path speech separation framework.

Speech Separation

A Multi-Stage Triple-Path Method for Speech Separation in Noisy and Reverberant Environments

no code implementations7 Mar 2023 Zhaoxi Mu, Xinyu Yang, Xiangyuan Yang, Wenjing Zhu

In noisy and reverberant environments, the performance of deep learning-based speech separation methods drops dramatically because previous methods are not designed and optimized for such situations.

Denoising Speech Denoising +1

Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation

1 code implementation12 Apr 2022 Wenjing Zhu, Xiang Li

Speech Emotion Recognition (SER) is a fundamental task to predict the emotion label from speech data.

Speech Emotion Recognition

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