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Enhancing Emotion Prediction and Recognition in Conversation through Fine-Grained Emotional Cue Analysis and Cross-Modal Fusion
The purpose of emotion recognition in conversation (ERC) is to identify the emotion category of an utterance based on contextual …
Haoxiang Shi
,
Xulong Zhang
,
Ning Cheng
,
Yong Zhang
,
Jun Yu
,
Jing Xiao
,
Jianzong Wang
Cite
arXiv
Springer
Retrieval-Augmented Audio Deepfake Detection
With recent advances in speech synthesis including text-to-speech (TTS) and voice conversion (VC) systems enabling the generation of …
Zuheng Kang
,
Yayun He
,
Botao Zhao
,
Xiaoyang Qu
,
Junqing Peng
,
Jing Xiao
,
Jianzong Wang
Cite
arXiv
ACM
Medical Speech Symptoms Classification via Disentangled Representation
Intent is defined for understanding spoken language in existing works. Both textual features and acoustic features involved in medical …
Jianzong Wang
,
Pengcheng Li
,
Xulong Zhang
,
Ning Cheng
,
Jing Xiao
Cite
arXiv
IEEE
Research on Audio Model Generation Technology Based on Hierarchical Federated Framework
TBD
Jianzong Wang
,
Xulong Zhang
,
Guilin Jiang
,
Ning Cheng
,
Jing Xiao
Cite
VoiceExtender: Short-utterance Text-independent Speaker Verification with Guided Diffusion Model
Speaker Verification (SV) performance gets worse as utterances get shorter. To this end, we propose a new architecture called …
Yayun He
,
Zuheng Kang
,
Jianzong Wang
,
Junqing Peng
,
Jing Xiao
Cite
arXiv
IEEE
SVVAD: Personal Voice Activity Detection for Speaker Verification
Voice activity detection (VAD) improves the performance of speaker verification (SV) by preserving speech segments and attenuating the …
Zuheng Kang
,
Jianzong Wang
,
Junqing Peng
,
Jing Xiao
PDF
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Slides
arXiv
ISCA
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
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
MetaSpeech: Speech Effects Switch Along with Environment for Metaverse
Metaverse expands the physical world to a new dimension, and the physical environment and Metaverse environment can be directly …
Xulong Zhang
,
Jianzong Wang
,
Ning Cheng
,
Jing Xiao
Cite
arXiv
IEEE
SpeechEQ: Speech Emotion Recognition based on Multi-scale Unified Datasets and Multitask Learning
Speech emotion recognition (SER) has many challenges, but one of the main challenges is that each framework does not have a unified …
Zuheng Kang
,
Junqing Peng
,
Jianzong Wang
,
Jing Xiao
PDF
Cite
arXiv
ISCA
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