7 accepted papers
Real-world graphs or networks are usually heterogeneous, involving multiple types of nodes and relationships. Heterogeneous graph neural networks (HGNNs) can effectively handle these diverse nodes and edges, capturing heterogeneous information within the graph, thus exhibiting outstanding performanc
Acoustic Impulse Response (AIR) provides crucial spatial information about the environment, significantly enhancing audio immersion. However, achieving high perceptual quality while computing AIR in real-time for interactive audio-video media (IAVM) presents a challenging problem. This study propose…
The audio codec is one of the core modules in audio communication for real-time transmission. With the development of neural networks, end-to-end audio codecs have emerged and demonstrated effects beyond conventional codecs. However, current neural network-based codecs have the weakness of high comp…
It is a common method to quantify the latent in audio generation and then use diffusion models to estimate noise or data from the corrupted data to generate the quantized latent. Unlike the method, we consider that the targets estimated by the diffusion model include both noise and data, rather than…
With the growing significance of non-intrusive speech quality assessment in speech systems, existing methods predominantly rely on neural networks to extract low-order features. Typically, these features undergo a low-dimensional linear transformation, yielding the network’s output. However, the int…
Binaural audio delivers an immersive spatial auditory experience to human listeners, but most existing videos lack binaural audio due to the expertise required for recording environments. Recent studies have been dedicated to converting monaural audio into binaural ones conditioned on the visual inp…
Stability, adaptability, and maneuverability are critical performance indexes for underwater biomimetic robots, especially in narrow spaces. However, these aspects can sometimes be contradictory. This letter presents an omnidirectional swimming robot inspired by the whirligig beetle and designed to