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Bin Ma
ORCID
Publication Activity (10 Years)
Years Active: 2023-2023
Publications (10 Years): 14
Top Topics
Noisy Environments
Keyword Spotting
Speech Recognition
Speaker Verification
Top Venues
CoRR
ICASSP
APSIPA ASC
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Publications
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Jia Qi Yip
,
Tuan Truong
,
Dianwen Ng
,
Chong Zhang
,
Yukun Ma
,
Trung Hieu Nguyen
,
Chongjia Ni
,
Shengkui Zhao
,
Eng Siong Chng
,
Bin Ma
ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention.
CoRR
(2023)
Yukun Ma
,
Trung Hieu Nguyen
,
Jinjie Ni
,
Wen Wang
,
Qian Chen
,
Chong Zhang
,
Bin Ma
Auxiliary Pooling Layer For Spoken Language Understanding.
ICASSP
(2023)
Dianwen Ng
,
Ruixi Zhang
,
Jia Qi Yip
,
Zhao Yang
,
Jinjie Ni
,
Chong Zhang
,
Yukun Ma
,
Chongjia Ni
,
Eng Siong Chng
,
Bin Ma
De'hubert: Disentangling Noise in a Self-Supervised Model for Robust Speech Recognition.
ICASSP
(2023)
Jinjie Ni
,
Yukun Ma
,
Wen Wang
,
Qian Chen
,
Dianwen Ng
,
Han Lei
,
Trung Hieu Nguyen
,
Chong Zhang
,
Bin Ma
,
Erik Cambria
Adaptive Knowledge Distillation between Text and Speech Pre-trained Models.
CoRR
(2023)
Jia Qi Yip
,
Dianwen Ng
,
Bin Ma
,
Chng Eng Siong
Analysis of Speech Separation Performance Degradation on Emotional Speech Mixtures.
APSIPA ASC
(2023)
Shengkui Zhao
,
Bin Ma
MossFormer: Pushing the Performance Limit of Monaural Speech Separation Using Gated Single-Head Transformer with Convolution-Augmented Joint Self-Attentions.
ICASSP
(2023)
Dianwen Ng
,
Ruixi Zhang
,
Jia Qi Yip
,
Chong Zhang
,
Yukun Ma
,
Trung Hieu Nguyen
,
Chongjia Ni
,
Eng Siong Chng
,
Bin Ma
Contrastive Speech Mixup for Low-resource Keyword Spotting.
CoRR
(2023)
Shengkui Zhao
,
Yukun Ma
,
Chongjia Ni
,
Chong Zhang
,
Hao Wang
,
Trung Hieu Nguyen
,
Kun Zhou
,
Jia Qi Yip
,
Dianwen Ng
,
Bin Ma
MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation.
CoRR
(2023)
Shengkui Zhao
,
Bin Ma
D2Former: A Fully Complex Dual-Path Dual-Decoder Conformer Network Using Joint Complex Masking and Complex Spectral Mapping for Monaural Speech Enhancement.
ICASSP
(2023)
Jinjie Ni
,
Yukun Ma
,
Wen Wang
,
Qian Chen
,
Dianwen Ng
,
Han Lei
,
Trung Hieu Nguyen
,
Chong Zhang
,
Bin Ma
,
Erik Cambria
Adaptive Knowledge Distillation Between Text and Speech Pre-Trained Models.
ICASSP
(2023)
Dianwen Ng
,
Ruixi Zhang
,
Jia Qi Yip
,
Chong Zhang
,
Yukun Ma
,
Trung Hieu Nguyen
,
Chongjia Ni
,
Eng Siong Chng
,
Bin Ma
Contrastive Speech Mixup for Low-Resource Keyword Spotting.
ICASSP
(2023)
Jia Qi Yip
,
Dianwen Ng
,
Bin Ma
,
Chng Eng Siong
Analysis of Speech Separation Performance Degradation on Emotional Speech Mixtures.
CoRR
(2023)
Jia Qi Yip
,
Shengkui Zhao
,
Yukun Ma
,
Chongjia Ni
,
Chong Zhang
,
Hao Wang
,
Trung Hieu Nguyen
,
Kun Zhou
,
Dianwen Ng
,
Eng Siong Chng
,
Bin Ma
SPGM: Prioritizing Local Features for enhanced speech separation performance.
CoRR
(2023)
Dianwen Ng
,
Chong Zhang
,
Ruixi Zhang
,
Yukun Ma
,
Fabian Ritter Gutierrez
,
Trung Hieu Nguyen
,
Chongjia Ni
,
Shengkui Zhao
,
Eng Siong Chng
,
Bin Ma
Are Soft Prompts Good Zero-shot Learners for Speech Recognition?
CoRR
(2023)