3 papers
cs.SD2024
Vector Quantized Diffusion Model Based Speech Bandwidth Extension
Yuan Fang, Jinglin Bai, Jiajie Wang +1
Recent advancements in neural audio codec (NAC) unlock new potential in audio signal processing. Studies have increasingly explored leveraging the latent features of NAC for variou…
cs.SD2024
Attention-Based Beamformer For Multi-Channel Speech Enhancement
Jinglin Bai, Hao Li, Xueliang Zhang +1
Minimum Variance Distortionless Response (MVDR) is a classical adaptive beamformer that theoretically ensures the distortionless transmission of signals in the target direction, wh…
cs.SD2024
A Two-Stage Band-Split Mamba-2 Network For Music Separation
Jinglin Bai, Yuan Fang, Jiajie Wang +1
Music source separation (MSS) aims to separate mixed music into its distinct tracks, such as vocals, bass, drums, and more. MSS is considered to be a challenging audio separation t…