3 papers
cs.SD2025
Combining Deterministic Enhanced Conditions with Dual-Streaming Encoding for Diffusion-Based Speech Enhancement
Hao Shi, Xugang Lu, Kazuki Shimada +1
Diffusion-based speech enhancement (SE) models need to incorporate correct prior knowledge as reliable conditions to generate accurate predictions. However, providing reliable cond…
cs.SD2025
Bridging Speech Emotion Recognition and Personality: Dataset and Temporal Interaction Condition Network
Yuan Gao, Hao Shi, Yahui Fu +2
This study investigates the interaction between personality traits and emotion expression, exploring how personality information can improve speech emotion recognition (SER). We co…
cs.SD2024
Serialized Speech Information Guidance with Overlapped Encoding Separation for Multi-Speaker Automatic Speech Recognition
Hao Shi, Yuan Gao, Zhaoheng Ni +1
Serialized output training (SOT) attracts increasing attention due to its convenience and flexibility for multi-speaker automatic speech recognition (ASR). However, it is not easy…