3 papers
eess.AS2023
Improving Transformer-based End-to-End Speaker Diarization by Assigning Auxiliary Losses to Attention Heads
Ye-Rin Jeoung, Joon-Young Yang, Jeong-Hwan Choi +1
Transformer-based end-to-end neural speaker diarization (EEND) models utilize the multi-head self-attention (SA) mechanism to enable accurate speaker label prediction in overlapped…
eess.AS2021
Task-specific Optimization of Virtual Channel Linear Prediction-based Speech Dereverberation Front-End for Far-Field Speaker Verification
Joon-Young Yang, Joon-Hyuk Chang
Developing a single-microphone speech denoising or dereverberation front-end for robust automatic speaker verification (ASV) in noisy far-field speaking scenarios is challenging. T…
eess.AS2021
VACE-WPE: Virtual Acoustic Channel Expansion Based On Neural Networks for Weighted Prediction Error-Based Speech Dereverberation
Joon-Young Yang, Joon-Hyuk Chang
Speech dereverberation is an important issue for many real-world speech processing applications. Among the techniques developed, the weighted prediction error (WPE) algorithm has b…