7 citations · 16 across the 18 of their papers we have counts for
18 papers
Continual Audio Deepfake Detection via Universal Adversarial Perturbation
Wangjie Li, Lin Li, Qingyang Hong
The rapid advancement of speech synthesis and voice conversion technologies has raised significant security concerns in multimedia forensics. Although current detection models demo…
SuPseudo: A Pseudo-supervised Learning Method for Neural Speech Enhancement in Far-field Speech Recognition
Longjie Luo, Lin Li, Qingyang Hong
Due to the lack of target speech annotations in real-recorded far-field conversational datasets, speech enhancement (SE) models are typically trained on simulated data. However, th…
Pseudo Labels-based Neural Speech Enhancement for the AVSR Task in the MISP-Meeting Challenge
Longjie Luo, Shenghui Lu, Lin Li +1
This paper presents our system for the MISP-Meeting Challenge Track 2. The primary difficulty lies in the dataset, which contains strong background noise, reverberation, overlappin…
Cross-attention and Self-attention for Audio-visual Speaker Diarization in MISP-Meeting Challenge
Zhaoyang Li, Haodong Zhou, Longjie Luo +4
This paper presents the system developed for Task 1 of the Multi-modal Information-based Speech Processing (MISP) 2025 Challenge. We introduce CASA-Net, an embedding fusion method…
Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm
Zhaoyang Li, Jie Wang, XiaoXiao Li +4
In speaker diarization, traditional clustering-based methods remain widely used in real-world applications. However, these methods struggle with the complex distribution of speaker…
Towards A Unified Conformer Structure: from ASR to ASV Task
Dexin Liao, Tao Jiang, Feng Wang +2
Transformer has achieved extraordinary performance in Natural Language Processing and Computer Vision tasks thanks to its powerful self-attention mechanism, and its variant Conform…
Spatial-aware Speaker Diarization for Multi-channel Multi-party Meeting
Jie Wang, Yuji Liu, Binling Wang +7
This paper describes a spatial-aware speaker diarization system for the multi-channel multi-party meeting. The diarization system obtains direction information of speaker by microp…
Deep Representation Decomposition for Rate-Invariant Speaker Verification
Fuchuan Tong, Siqi Zheng, Haodong Zhou +3
While promising performance for speaker verification has been achieved by deep speaker embeddings, the advantage would reduce in the case of speaking-style variability. Speaking ra…
Graph Convolutional Network Based Semi-Supervised Learning on Multi-Speaker Meeting Data
Fuchuan Tong, Siqi Zheng, Min Zhang +4
Unsupervised clustering on speakers is becoming increasingly important for its potential uses in semi-supervised learning. In reality, we are often presented with enormous amounts…
The xmuspeech system for multi-channel multi-party meeting transcription challenge
Jie Wang, Yuji Liu, Binling Wang +7
This paper describes the system developed by the XMUSPEECH team for the Multi-channel Multi-party Meeting Transcription Challenge (M2MeT). For the speaker diarization task, we prop…
XMUSPEECH System for VoxCeleb Speaker Recognition Challenge 2021
Jie Wang, Fuchuang Tong, Zhicong Chen +3
This paper describes the XMUSPEECH speaker recognition and diarisation systems for the VoxCeleb Speaker Recognition Challenge 2021. For track 2, we evaluate two systems including R…
OLR 2021 Challenge: Datasets, Rules and Baselines
Binling Wang, Wenxuan Hu, Jing Li +7
This paper introduces the sixth Oriental Language Recognition (OLR) 2021 Challenge, which intends to improve the performance of language recognition systems and speech recognition…
Oriental Language Recognition (OLR) 2020: Summary and Analysis
Jing Li, Binling Wang, Yiming Zhi +4
The fifth Oriental Language Recognition (OLR) Challenge focuses on language recognition in a variety of complex environments to promote its development. The OLR 2020 Challenge incl…
An Integrated Framework for Two-pass Personalized Voice Trigger
Dexin Liao, Jing Li, Yiming Zhi +3
In this paper, we present the XMUSPEECH system for Task 1 of 2020 Personalized Voice Trigger Challenge (PVTC2020). Task 1 is a joint wake-up word detection with speaker verificatio…
Phoneme-aware and Channel-wise Attentive Learning for Text DependentSpeaker Verification
Yan Liu, Zheng Li, Lin Li +1
This paper proposes a multi-task learning network with phoneme-aware and channel-wise attentive learning strategies for text-dependent Speaker Verification (SV). In the proposed st…
Additive Phoneme-aware Margin Softmax Loss for Language Recognition
Zheng Li, Yan Liu, Lin Li +1
This paper proposes an additive phoneme-aware margin softmax (APM-Softmax) loss to train the multi-task learning network with phonetic information for language recognition. In addi…
AP20-OLR Challenge: Three Tasks and Their Baselines
Zheng Li, Miao Zhao, Qingyang Hong +5
This paper introduces the fifth oriental language recognition (OLR) challenge AP20-OLR, which intends to improve the performance of language recognition systems, along with APSIPA…
Training Multi-Task Adversarial Network for Extracting Noise-Robust Speaker Embedding
Jianfeng Zhou, Tao Jiang, Lin Li +3
Under noisy environments, to achieve the robust performance of speaker recognition is still a challenging task. Motivated by the promising performance of multi-task training in a v…