224 citations · 429 across the 42 of their papers we have counts for
7 papers · 1 filter
Efficient and Microphone-Fault-Tolerant 3D Sound Source Localization
Yiyuan Yang, Shitong Xu, Niki Trigoni +1
Sound source localization (SSL) is a critical technology for determining the position of sound sources in complex environments. However, existing methods face challenges such as hi…
Target Speaker Extraction through Comparing Noisy Positive and Negative Audio Enrollments
Shitong Xu, Yiyuan Yang, Niki Trigoni +1
Target speaker extraction focuses on isolating a specific speaker's voice from an audio mixture containing multiple speakers. To provide information about the target speaker's iden…
SoundLoc3D: Invisible 3D Sound Source Localization and Classification Using a Multimodal RGB-D Acoustic Camera
Yuhang He, Sangyun Shin, Anoop Cherian +2
Accurately localizing 3D sound sources and estimating their semantic labels -- where the sources may not be visible, but are assumed to lie on the physical surface of objects in th…
SPEAR: Receiver-to-Receiver Acoustic Neural Warping Field
Yuhang He, Shitong Xu, Jia-Xing Zhong +3
We present SPEAR, a continuous receiver-to-receiver acoustic neural warping field for spatial acoustic effects prediction in an acoustic 3D space with a single stationary audio sou…
Pre-training Feature Guided Diffusion Model for Speech Enhancement
Yiyuan Yang, Niki Trigoni, Andrew Markham
Speech enhancement significantly improves the clarity and intelligibility of speech in noisy environments, improving communication and listening experiences. In this paper, we intr…
SoundCount: Sound Counting from Raw Audio with Dyadic Decomposition Neural Network
Yuhang He, Zhuangzhuang Dai, Long Chen +2
In this paper, we study an underexplored, yet important and challenging problem: counting the number of distinct sounds in raw audio characterized by a high degree of polyphonicity…
SSL-Net: A Synergistic Spectral and Learning-based Network for Efficient Bird Sound Classification
Yiyuan Yang, Kaichen Zhou, Niki Trigoni +1
Efficient and accurate bird sound classification is of important for ecology, habitat protection and scientific research, as it plays a central role in monitoring the distribution…