57 citations · 58 across the 4 of their papers we have counts for
4 papers
Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models
Xuenan Xu, Pingyue Zhang, Ming Yan +2
Zero-shot audio classification aims to recognize and classify a sound class that the model has never seen during training. This paper presents a novel approach for zero-shot audio…
A Detailed Audio-Text Data Simulation Pipeline using Single-Event Sounds
Xuenan Xu, Xiaohang Xu, Zeyu Xie +3
Recently, there has been an increasing focus on audio-text cross-modal learning. However, most of the existing audio-text datasets contain only simple descriptions of sound events.…
BLAT: Bootstrapping Language-Audio Pre-training based on AudioSet Tag-guided Synthetic Data
Xuenan Xu, Zhiling Zhang, Zelin Zhou +4
Compared with ample visual-text pre-training research, few works explore audio-text pre-training, mostly due to the lack of sufficient parallel audio-text data. Most existing metho…
DEPA: Self-Supervised Audio Embedding for Depression Detection
Pingyue Zhang, Mengyue Wu, Heinrich Dinkel +1
Depression detection research has increased over the last few decades, one major bottleneck of which is the limited data availability and representation learning. Recently, self-su…