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Learning Speech Representations with Flexible Hidden Feature Dimensions
Non-parallel many-to-many voice conversion is a kind of style transfer task in speech. Recently, AutoVC has been applied in this field …
Huaizhen Tang
,
Xulong Zhang
,
Jianzong Wang
,
Ning Cheng
,
Jing Xiao
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Cite
IEEE
QI-TTS: Questioning Intonation Control for Emotional Speech Synthesis
Recent expressive text to speech (TTS) models focus on synthesizing emotional speech, but some fine-grained styles such as intonation …
Haobin Tang
,
Xulong Zhang
,
Jianzong Wang
,
Ning Cheng
,
Jing Xiao
Cite
arXiv
IEEE
VQ-CL: Learning Disentangled Speech Representations with Contrastive Learning and Vector Quantization
Voice Conversion(VC) refers to converting the voice char- acteristics of audio to another one as it is said by other people. Recently, …
Huaizhen Tang
,
Xulong Zhang
,
Jianzong Wang
,
Ning Cheng
,
Jing Xiao
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Cite
IEEE
Feature-Rich Audio Model Inversion for Data-Free Knowledge Distillation Towards General Sound Classification
Data-Free Knowledge Distillation (DFKD) has recently attracted growing attention in the academic community, especially with major …
Zuheng Kang
,
Yayun He
,
Jianzong Wang
,
Junqing Peng
,
Xiaoyang Qu
,
Jing Xiao
Cite
arXiv
IEEE
Cross-grained Contrastive Representation for Unsupervised Lesion Segmentation in Medical Images
Ziqi Yu
,
Botao Zhao
,
Yipin Zhang
,
Shengjie Zhang
,
Xiang Chen
,
Haibo Yang
,
Tingying Peng
,
Xiao-Yong Zhang
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Personalized Federated Learning via Gradient Modulation for Heterogeneous Text Summarization
Text summarization is essential for information aggregation and demands large amounts of training data. However, concerns about data …
Rongfeng Pan
,
Jianzong Wang
,
Lingwei Kong
,
Zhangcheng Huang
,
Jing Xiao
Cite
arXiv
IEEE
SVLDL: Improved Speaker Age Estimation Using Selective Variance Label Distribution Learning
Estimating age from a single speech is a classic and challenging topic. Although Label Distribution Learning (LDL) can represent …
Zuheng Kang
,
Jianzong Wang
,
Junqing Peng
,
Jing Xiao
Cite
arXiv
IEEE
Adapitch: Adaption Multi-Speaker Text-to-Speech Conditioned on Pitch Disentangling with Untranscribed Data
In this paper, we proposed Adapitch, a multi-speaker TTS method that makes adaptation of the supervised module with untranscribed data. …
Xulong Zhang
,
Jianzong Wang
,
Ning Cheng
,
Jing Xiao
Cite
arXiv
IEEE
Improving Imbalanced Text Classification with Dynamic Curriculum Learning
Recent advances in pre-trained language models have improved the performance for text classification tasks. However, little attention …
Xulong Zhang
,
Jianzong Wang
,
Ning Cheng
,
Jing Xiao
Cite
arXiv
IEEE
Improving Speech Representation Learning via Speech-level and Phoneme-level Masking Approach
Recovering the masked speech frames is widely applied in speech representation learning. However, most of these models use random …
Xulong Zhang
,
Jianzong Wang
,
Ning Cheng
,
Kexin Zhu
,
Jing Xiao
Cite
arXiv
IEEE
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