Hexin Liu

According to our database, Hexin Liu authored at least 21 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Mamba in Speech: Towards an Alternative to Self-Attention.

Xiangyu Zhang, Qiquan Zhang, Hexin Liu, Tianyi Xiao, Xinyuan Qian, Beena Ahmed, Eliathamby Ambikairajah, Haizhou Li, Julien Epps

CoRR, 2024

Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model.

Xiangyu Zhang, Daijiao Liu, Hexin Liu, Qiquan Zhang, Hanyu Meng, Leibny Paola García, Eng Siong Chng, Lina Yao

CoRR, 2024

Enhancing Code-Switching Speech Recognition With Interactive Language Biases.

Hexin Liu, Leibny Paola García, Xiangyu Zhang, Andy W. H. Khong, Sanjeev Khudanpur

Proceedings of the IEEE International Conference on Acoustics, 2024

Unidirectional Brain-Computer Interface: Artificial Neural Network Encoding Natural Images to FMRI Response in the Visual Cortex.

Ruixing Liang, Xiangyu Zhang, Qiong Li, Lai Wei, Hexin Liu, Avisha Kumar, Kelley M. Kempski Leadingham, Joshua Punnoose, Leibny Paola García, Amir Manbachi

Proceedings of the IEEE International Conference on Acoustics, 2024

When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection.

Xiangyu Zhang, Hexin Liu, Kaishuai Xu, Qiquan Zhang, Daijiao Liu, Beena Ahmed, Julien Epps

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model.

Xiangyu Zhang, Daijiao Liu, Hexin Liu, Qiquan Zhang, Hanyu Meng, Leibny Paola García-Perera, EngSiong Chng, Lina Yao

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

A Quantitative Approach to Understand Self-Supervised Models as Cross-lingual Feature Extractors.

Shuyue Stella Li, Beining Xu, Xiangyu Zhang, Hexin Liu, Wenhan Chao, Leibny Paola García

CoRR, 2023

Generative error correction for code-switching speech recognition using large language models.

Chen Chen, Yuchen Hu, Chao-Han Huck Yang, Hexin Liu, Sabato Marco Siniscalchi, Eng Siong Chng

CoRR, 2023

Investigating model performance in language identification: beyond simple error statistics.

Suzy J. Styles, Yi Han Victoria Chua, Fei Ting Woon, Hexin Liu, Leibny Paola García, Sanjeev Khudanpur, Andy W. H. Khong, Justin Dauwels

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Self-supervised Learning Representation based Accent Recognition with Persistent Accent Memory.

Rui Li, Zhiwei Xie, Haihua Xu, Yizhou Peng, Hexin Liu, Hao Huang, Eng Siong Chng

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

MERLIon CCS Challenge: A English-Mandarin code-switching child-directed speech corpus for language identification and diarization.

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

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

A Quantitative Approach to Understand Self-Supervised Models as Cross-lingual Feature Extracters.

Shuyue Stella Li, Beining Xu, Xiangyu Zhang, Hexin Liu, Wenhan Chao, Paola García

Proceedings of the 6th International Conference on Natural Language and Speech Processing (ICNLSP 2023), 2023

Reducing Language Confusion for Code-Switching Speech Recognition with Token-Level Language Diarization.

Hexin Liu, Haihua Xu, Leibny Paola García, Andy W. H. Khong, Yi He, Sanjeev Khudanpur

Proceedings of the IEEE International Conference on Acoustics, 2023

PQLM - Multilingual Decentralized Portable Quantum Language Model.

Shuyue Stella Li, Xiangyu Zhang, Shu Zhou, Hongchao Shu, Ruixing Liang, Hexin Liu, Leibny Paola García

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Efficient Self-Supervised Learning Representations for Spoken Language Identification.

Hexin Liu, Leibny Paola García-Perera, Andy W. H. Khong, Eng Siong Chng, Suzy J. Styles, Sanjeev Khudanpur

IEEE J. Sel. Top. Signal Process., 2022

PQLM - Multilingual Decentralized Portable Quantum Language Model for Privacy Protection.

Shuyue Stella Li, Xiangyu Zhang, Shu Zhou, Hongchao Shu, Ruixing Liang, Hexin Liu, Leibny Paola García-Perera

CoRR, 2022

Enhance Language Identification using Dual-mode Model with Knowledge Distillation.

Hexin Liu, Leibny Paola García-Perera, Andy W. H. Khong, Justin Dauwels, Suzy J. Styles, Sanjeev Khudanpur

CoRR, 2022

Enhancing Language Identification Using Dual-Mode Model with Knowledge Distillation.

Hexin Liu, Leibny Paola García-Perera, Andy W. H. Khong, Justin Dauwels, Suzy J. Styles, Sanjeev Khudanpur

Proceedings of the Odyssey 2022: The Speaker and Language Recognition Workshop, 28 June, 2022

PHO-LID: A Unified Model Incorporating Acoustic-Phonetic and Phonotactic Information for Language Identification.

Hexin Liu, Leibny Paola García-Perera, Andy W. H. Khong, Suzy J. Styles, Sanjeev Khudanpur

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

End-to-End Language Diarization for Bilingual Code-Switching Speech.

Hexin Liu, Leibny Paola García-Perera, Xinyi Zhang, Justin Dauwels, Andy W. H. Khong, Sanjeev Khudanpur, Suzy J. Styles

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2013

Radio-over-Fibre access for sustainable Digital Cities.

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, Daniel Bourreau, Michel M. Ney, Rabiaa Guemri, Yves Josse, Hexin Liu

Ann. des Télécommunications, 2013