6 citations · 10 across the 23 of their papers we have counts for
5 papers · 1 filter
Multimodal Target Speaker Extraction: Towards Unified Speaker Cues Across Modalities
Xinyuan Qian, Yanghao Zhou, Ziyang Jiang +10
Target Speaker Extraction (TSE) is pivotal in speech communication and human-computer interaction, enabling the isolation of a specific speaker's voice from complex acoustic enviro…
Quantizer-Aware Hierarchical Neural Codec Modeling for Speech Deepfake Detection
Jinyang Wu, Zihan Pan, Qiquan Zhang +2
Neural audio codecs discretize speech via residual vector quantization (RVQ), forming a coarse-to-fine hierarchy across quantizers. While codec models have been explored for repres…
Analytic Incremental Learning For Sound Source Localization With Imbalance Rectification
Zexia Fan, Yu Chen, Qiquan Zhang +2
Sound source localization (SSL) demonstrates remarkable results in controlled settings but struggles in real-world deployment due to dual imbalance challenges: intra-task imbalance…
SEA-Spoof: Bridging The Gap in Multilingual Audio Deepfake Detection for South-East Asian
Jinyang Wu, Nana Hou, Zihan Pan +3
The rapid growth of the digital economy in South-East Asia (SEA) has amplified the risks of audio deepfakes, yet current datasets cover SEA languages only sparsely, leaving models…
SAV-SE: Scene-aware Audio-Visual Speech Enhancement with Selective State Space Model
Xinyuan Qian, Jiaran Gao, Yaodan Zhang +4
Speech enhancement plays an essential role in various applications, and the integration of visual information has been demonstrated to bring substantial advantages. However, the ma…