Search Results for author: Yong Qin

Found 8 papers, 2 papers with code

RAMP: Retrieval-Augmented MOS Prediction via Confidence-based Dynamic Weighting

no code implementations31 Aug 2023 Hui Wang, Shiwan Zhao, Xiguang Zheng, Yong Qin

Automatic Mean Opinion Score (MOS) prediction is crucial to evaluate the perceptual quality of the synthetic speech.

Retrieval Self-Supervised Learning

Supervised Contrastive Learning with Nearest Neighbor Search for Speech Emotion Recognition

no code implementations31 Aug 2023 Xuechen Wang, Shiwan Zhao, Yong Qin

This approach increases the inter-class distances and decreases the intra-class distances, mitigating the issue of blurred boundaries.

Contrastive Learning Speech Emotion Recognition

Better Zero-Shot Reasoning with Role-Play Prompting

2 code implementations15 Aug 2023 Aobo Kong, Shiwan Zhao, Hao Chen, Qicheng Li, Yong Qin, Ruiqi Sun, Xin Zhou, Enzhi Wang, Xiaohang Dong

This highlights its potential to augment the reasoning capabilities of LLMs.

CyFormer: Accurate State-of-Health Prediction of Lithium-Ion Batteries via Cyclic Attention

no code implementations17 Apr 2023 Zhiqiang Nie, Jiankun Zhao, Qicheng Li, Yong Qin

The experiment shows that our method attains an MAE of 0. 75\% with only 10\% data for fine-tuning on a testing battery, surpassing prior methods by a large margin.

Management Transfer Learning

MADI: Inter-domain Matching and Intra-domain Discrimination for Cross-domain Speech Recognition

no code implementations22 Feb 2023 Jiaming Zhou, Shiwan Zhao, Ning Jiang, Guoqing Zhao, Yong Qin

Unsupervised domain adaptation (UDA) aims to improve the performance on the unlabeled target domain by transferring knowledge from the source to the target domain.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

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