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Hexin Liu
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2020 – today
- 2024
- [c13]Xiangyu Zhang, Hexin Liu, Kaishuai Xu, Qiquan Zhang, Daijiao Liu, Beena Ahmed, Julien Epps:
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection. EMNLP 2024: 146-158 - [c12]Xiangyu Zhang, Daijiao Liu, Hexin Liu, Qiquan Zhang, Hanyu Meng, Leibny Paola García-Perera, EngSiong Chng, Lina Yao:
Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model. EMNLP 2024: 159-171 - [c11]Ruixing Liang, Xiangyu Zhang, Qiong Li, Lai Wei, Hexin Liu, Avisha Kumar, Kelley M. Kempski Leadingham, Joshua Punnoose, Leibny Paola García, Amir Manbachi:
Unidirectional Brain-Computer Interface: Artificial Neural Network Encoding Natural Images to FMRI Response in the Visual Cortex. ICASSP 2024: 1851-1855 - [c10]Hexin Liu, Leibny Paola García, Xiangyu Zhang, Andy W. H. Khong, Sanjeev Khudanpur:
Enhancing Code-Switching Speech Recognition With Interactive Language Biases. ICASSP 2024: 10886-10890 - [i11]Xiangyu Zhang, Daijiao Liu, Hexin Liu, Qiquan Zhang, Hanyu Meng, Leibny Paola García, Eng Siong Chng, Lina Yao:
Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model. CoRR abs/2402.10642 (2024) - [i10]Xiangyu Zhang, Hexin Liu, Kaishuai Xu, Qiquan Zhang, Daijiao Liu, Beena Ahmed, Julien Epps:
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection. CoRR abs/2402.13276 (2024) - [i9]Xiangyu Zhang, Qiquan Zhang, Hexin Liu, Tianyi Xiao, Xinyuan Qian, Beena Ahmed, Eliathamby Ambikairajah, Haizhou Li, Julien Epps:
Mamba in Speech: Towards an Alternative to Self-Attention. CoRR abs/2405.12609 (2024) - 2023
- [c9]Shuyue Stella Li, Xiangyu Zhang, Shu Zhou, Hongchao Shu, Ruixing Liang, Hexin Liu, Leibny Paola García:
PQLM - Multilingual Decentralized Portable Quantum Language Model. ICASSP 2023: 1-5 - [c8]Hexin Liu, Haihua Xu, Leibny Paola García, Andy W. H. Khong, Yi He, Sanjeev Khudanpur:
Reducing Language Confusion for Code-Switching Speech Recognition with Token-Level Language Diarization. ICASSP 2023: 1-5 - [c7]Shuyue Stella Li, Beining Xu, Xiangyu Zhang, Hexin Liu, Wenhan Chao, Paola García:
A Quantitative Approach to Understand Self-Supervised Models as Cross-lingual Feature Extracters. ICNLSP 2023: 200-211 - [c6]Rui Li, Zhiwei Xie, Haihua Xu, Yizhou Peng, Hexin Liu, Hao Huang, Eng Siong Chng:
Self-supervised Learning Representation based Accent Recognition with Persistent Accent Memory. INTERSPEECH 2023: 1968-1972 - [c5]Yi Han Victoria Chua, Hexin Liu, Leibny Paola García, Fei Ting Woon, Jinyi Wong, Xiangyu Zhang, Sanjeev Khudanpur, Andy W. H. Khong, Justin Dauwels, Suzy J. Styles:
MERLIon CCS Challenge: A English-Mandarin code-switching child-directed speech corpus for language identification and diarization. INTERSPEECH 2023: 4109-4113 - [c4]Suzy J. Styles, Yi Han Victoria Chua, Fei Ting Woon, Hexin Liu, Leibny Paola García, Sanjeev Khudanpur, Andy W. H. Khong, Justin Dauwels:
Investigating model performance in language identification: beyond simple error statistics. INTERSPEECH 2023: 4129-4133 - [i8]Suzy J. Styles, Yi Han Victoria Chua
, Fei Ting Woon, Hexin Liu, Leibny Paola García-Perera, Sanjeev Khudanpur, Andy W. H. Khong, Justin Dauwels:
Investigating model performance in language identification: beyond simple error statistics. CoRR abs/2305.18925 (2023) - [i7]Ruixing Liang, Xiangyu Zhang, Qiong Li, Lai Wei, Hexin Liu, Avisha Kumar, Kelley M. Kempski Leadingham, Joshua Punnoose, Leibny Paola García, Amir Manbachi:
Unidirectional brain-computer interface: Artificial neural network encoding natural images to fMRI response in the visual cortex. CoRR abs/2309.15018 (2023) - [i6]Hexin Liu, Leibny Paola García, Xiangyu Zhang, Andy W. H. Khong, Sanjeev Khudanpur:
Enhancing Code-switching Speech Recognition with Interactive Language Biases. CoRR abs/2309.16953 (2023) - [i5]Chen Chen, Yuchen Hu, Chao-Han Huck Yang, Hexin Liu, Sabato Marco Siniscalchi, Eng Siong Chng:
Generative error correction for code-switching speech recognition using large language models. CoRR abs/2310.13013 (2023) - [i4]Shuyue Stella Li, Beining Xu, Xiangyu Zhang, Hexin Liu, Wenhan Chao, Leibny Paola García:
A Quantitative Approach to Understand Self-Supervised Models as Cross-lingual Feature Extractors. CoRR abs/2311.15954 (2023) - 2022
- [j2]Hexin Liu
Efficient Self-Supervised Learning Representations for Spoken Language Identification. IEEE J. Sel. Top. Signal Process. 16(6): 1296-1307 (2022) - [c3]Hexin Liu, Leibny Paola García-Perera, Andy W. H. Khong, Suzy J. Styles, Sanjeev Khudanpur:
PHO-LID: A Unified Model Incorporating Acoustic-Phonetic and Phonotactic Information for Language Identification. INTERSPEECH 2022: 2233-2237 - [c2]Hexin Liu, Leibny Paola García-Perera, Andy W. H. Khong, Justin Dauwels, Suzy J. Styles
Enhancing Language Identification Using Dual-Mode Model with Knowledge Distillation. Odyssey 2022: 248-254 - [i3]Hexin Liu, Leibny Paola García-Perera, Andy W. H. Khong, Justin Dauwels, Suzy J. Styles
Enhance Language Identification using Dual-mode Model with Knowledge Distillation. CoRR abs/2203.03218 (2022) - [i2]Shuyue Stella Li, Xiangyu Zhang, Shu Zhou, Hongchao Shu, Ruixing Liang, Hexin Liu, Leibny Paola García-Perera:
PQLM - Multilingual Decentralized Portable Quantum Language Model for Privacy Protection. CoRR abs/2210.03221 (2022) - [i1]Hexin Liu, Haihua Xu, Leibny Paola García, Andy W. H. Khong, Yi He, Sanjeev Khudanpur:
Reducing Language confusion for Code-switching Speech Recognition with Token-level Language Diarization. CoRR abs/2210.14567 (2022) - 2021
- [c1]Hexin Liu, Leibny Paola García-Perera
End-to-End Language Diarization for Bilingual Code-Switching Speech. Interspeech 2021: 1489-1493
2010 – 2019
- 2013
- [j1]Trevor J. Hall, Ramón Maldonado-Basilio, Sawsan Abdul-Majid, Joe Seregelyi, Ran Li, Irene Antolín-Pérez, Hamdam Nikkhah, Frédéric Lucarz, Jean-Louis de Bougrenet de la Tocnaye, Bruno Fracasso, Patrice Pajusco, Camilla Kärnfelt
Radio-over-Fibre access for sustainable Digital Cities. Ann. des Télécommunications 68(1-2): 3-21 (2013)
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