5 papers
ESDD2: Environment-Aware Speech and Sound Deepfake Detection Challenge Evaluation Plan
Xueping Zhang, Han Yin, Yang Xiao +4
Audio recorded in real-world environments often contains a mixture of foreground speech and background environmental sounds. With rapid advances in text-to-speech, voice conversion…
The Impact of Audio Watermarking on Audio Anti-Spoofing Countermeasures
Zhenshan Zhang, Xueping Zhang, Yechen Wang +2
This paper presents the first study on the impact of audio watermarking on spoofing countermeasures. While anti-spoofing systems are essential for securing speech-based application…
CompSpoof: A Dataset and Joint Learning Framework for Component-Level Audio Anti-spoofing Countermeasures
Xueping Zhang, Yechen Wang, Linxi Li +2
Component-level audio Spoofing (Comp-Spoof) targets a new form of audio manipulation where only specific components of a signal, such as speech or environmental sound, are forged o…
Location-Oriented Sound Event Localization and Detection with Spatial Mapping and Regression Localization
Xueping Zhang, Yaxiong Chen, Ruilin Yao +2
Sound Event Localization and Detection (SELD) combines the Sound Event Detection (SED) with the corresponding Direction Of Arrival (DOA). Recently, adopted event oriented multi-tra…
Adaptive Learning via a Negative Selection Strategy for Few-Shot Bioacoustic Event Detection
Yaxiong Chen, Xueping Zhang, Yunfei Zi +1
Although the Prototypical Network (ProtoNet) has demonstrated effectiveness in few-shot biological event detection, two persistent issues remain. Firstly, there is difficulty in co…