Yip Jia Qi

PhD Candidate at Nanyang Technological University

Research Expertise

signal processing
speech separation
speaker verification

Publications

De’hubert: Disentangling Noise in a Self-Supervised Model for Robust Speech Recognition
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2023
Contrastive Speech Mixup for Low-Resource Keyword Spotting
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2023
I2CR: Improving Noise Robustness on Keyword Spotting using Inter-Intra Contrastive Regularization
2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
2022
ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention
INTERSPEECH 2023
2023
Analysis of Speech Separation Performance Degradation on Emotional Speech Mixtures
2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
2023
Codec Data Augmentation for Time-Domain Heart Sound Classification
2023 10th International Conference on Advanced Informatics: Concept, Theory and Application (ICAICTA)
2023
Small Footprint Multi-channel Network for Keyword Spotting with Centroid Based Awareness
INTERSPEECH 2023
2023
MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2024
Emphasized Non-Target Speaker Knowledge in Knowledge Distillation for Automatic Speaker Verification
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2024
SPGM: Prioritizing Local Features for Enhanced Speech Separation Performance
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2024
Scientometric engineering: Exploring citation dynamics via arXiv eprints
Quantitative Science Studies
2022

Education

Nanyang Technological University

Doctor of Philosophy

Singapore

Yale-NUS College

Bachelor of Science with Honours, Physical Sciences / May, 2020

Singapore
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