متابعة
Hexin Liu
Hexin Liu
Nanyang Technological University
بريد إلكتروني تم التحقق منه على e.ntu.edu.sg - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Mamba in Speech: Towards an Alternative to Self-Attention‏
X Zhang*, Q Zhang*, H Liu*, T Xiao, X Qian, B Ahmed, E Ambikairajah, ...‏
Submitted to IEEE TASLP, 2024‏
322024
End-to-end language diarization for bilingual code-switching speech‏
H Liu, LPG Perera, X Zhang, J Dauwels, AWH Khong, S Khudanpur, ...‏
Proc. Interspeech 2021, 2021‏
272021
Efficient self-supervised learning representations for spoken language identification‏
H Liu, LPG Perera, AWH Khong, ES Chng, SJ Styles, S Khudanpur‏
IEEE Journal of Selected Topics in Signal Processing 16 (6), 1296-1307, 2022‏
252022
Reducing language confusion for code-switching speech recognition with token-level language diarization‏
H Liu, H Xu, LP Garcia, AWH Khong, Y He, S Khudanpur‏
Proc. ICASSP 2023, 2023‏
232023
PQLM - Multilingual Decentralized Portable Quantum Language Model‏
SS Li*, X Zhang*, S Zhou, H Shu, R Liang, H Liu, LP Garcia‏
Proc. ICASSP 2023, 2023‏
202023
PHO-LID: A Unified Model Incorporating Acoustic-Phonetic and Phonotactic Information for Language Identification‏
H Liu, LPG Perera, AWH Khong, SJ Styles, S Khudanpur‏
Proc. Interspeech 2022, (Oral), 2022‏
152022
Enhancing Code-switching Speech Recognition with Interactive Language Biases‏
H Liu, LP Garcia, X Zhang, AWH Khong, S Khudanpur‏
Proc. ICASSP 2024, 2023‏
142023
MERLIon CCS Challenge: A English-Mandarin code-switching child-directed speech corpus for language identification and diarization‏
VYH Chua*, H Liu*, LPG Perera, FT Woon, J Wong, X Zhang, ...‏
Proc. Interspeech 2023, 2023‏
142023
Aligning Speech to Languages to Enhance Code-switching Speech Recognition‏
H Liu, X Zhang, LP Garcia, AWH Khong, ES Chng, S Watanabe‏
Submitted to IEEE TASLP, 2024‏
82024
Enhancing Language Identification using Dual-mode Model with Knowledge Distillation‏
H Liu, LPG Perera, AWH Khong, J Dauwels, SJ Styles, S Khudanpur‏
Proc. Odyssey Speaker Lang. Recognit. Workshop, 2022‏
72022
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection‏
X Zhang, H Liu, K Xu, Q Zhang, D Liu, B Ahmed, J Epps‏
Proc. EMNLP 2024, 2024‏
62024
Generative error correction for code-switching speech recognition using large language models‏
C Chen, Y Hu, CHH Yang, H Liu, SM Siniscalchi, ES Chng‏
52023
A Quantitative Approach to Understand Self-Supervised Models as Cross-lingual Feature Extractors‏
SS Li, B Xu, X Zhang, H Liu, W Chao, LP Garcia‏
Proc. ICNSLP 2023, 2023‏
32023
Unidirectional brain-computer interface: Artificial neural network encoding natural images to fMRI response in the visual cortex‏
R Liang*, X Zhang*, Q Li, L Wei, H Liu, A Kumar, KMK Leadingham, ...‏
Proc. ICASSP 2024, 2023‏
22023
Investigating model performance in language identification: beyond simple error statistics‏
SJ Styles, VYH Chua, FT Woon, H Liu, LPG Perera, S Khudanpur, ...‏
Proc. Interspeech 2023, 2023‏
22023
Self-supervised Learning Representation based Accent Recognition with Persistent Accent Memory‏
R Li, Z Xie, H Xu, Y Peng, H Liu, H Huang, ES Chng‏
Proc. Interspeech 2023, 2023‏
22023
Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model‏
X Zhang, D Liu, H Liu, Q Zhang, H Meng, LP Garcia, ES Chng, L Yao‏
Proc. EMNLP 2024, 2024‏
12024
MERLIon CCS Challenge Evaluation Plan‏
LPG Perera, YH Chua, H Liu, FT Woon, AWH Khong, J Dauwels, ...‏
evaluation plan for Interspeech special session MERLIon, 2023‏
12023
SAV-SE: Scene-aware Audio-Visual Speech Enhancement with Selective State Space Model‏
X Qian, J Gao, Y Zhang, Q Zhang, H Liu, LP Garcia, H Li‏
arXiv preprint arXiv:2411.07751, 2024‏
2024
Selective State Space Model for Monaural Speech Enhancement‏
M Chen, Q Zhang, M Wang, X Zhang, H Liu, E Ambikairaiah, D Chen‏
IEEE Transactions on Consumer Electronics, 2024‏
2024
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مقالات 1–20