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Language-Based Audio Retrieval with Converging Tied Layers and Contrastive Loss



Andrew Koh , Eng Siong Chng


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Self-critical Sequence Training for Automatic Speech Recognition



Chen Chen , Yuchen Hu , Nana Hou , Xiaofeng Qi , Heqing Zou , Eng Siong Chng

* Accepted by ICASSP 2022 

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Interactive Audio-text Representation for Automated Audio Captioning with Contrastive Learning



Chen Chen , Nana Hou , Yuchen Hu , Heqing Zou , Xiaofeng Qi , Eng Siong Chng

* Submitted to Interspeech 2022 

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Small Footprint Multi-channel ConvMixer for Keyword Spotting with Centroid Based Awareness



Dianwen Ng , Jin Hui Pang , Yang Xiao , Biao Tian , Qiang Fu , Eng Siong Chng

* submitted to INTERSPEECH 2022 

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Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting



Yang Xiao , Nana Hou , Eng Siong Chng

* Submitted to Interspeech 2022 

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Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information



Heqing Zou , Yuke Si , Chen Chen , Deepu Rajan , Eng Siong Chng

* Accepted by ICASSP 2022 

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Noise-robust Speech Recognition with 10 Minutes Unparalleled In-domain Data



Chen Chen , Nana Hou , Yuchen Hu , Shashank Shirol , Eng Siong Chng

* Accepted by ICASSP2022 

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Dual-Path Style Learning for End-to-End Noise-Robust Speech Recognition



Yuchen Hu , Nana Hou , Chen Chen , Eng Siong Chng

* 5 pages, 4 figures, Submitted to Interspeech 2022 

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L-SpEx: Localized Target Speaker Extraction



Meng Ge , Chenglin Xu , Longbiao Wang , Eng Siong Chng , Jianwu Dang , Haizhou Li

* Accepted in ICASSP 2022 

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ConvMixer: Feature Interactive Convolution with Curriculum Learning for Small Footprint and Noisy Far-field Keyword Spotting



Dianwen Ng , Yunqi Chen , Biao Tian , Qiang Fu , Eng Siong Chng

* submitted to ICASSP 2022 

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