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Hexin Liu — most-cited papers & profile · Speech Audio
← authors
·
overview
Hexin Liu
23
papers ·
11
citations ·
19
h-index
Nanyang Technological University · Shanghai Conservatory of Music
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Semantic Scholar ↗
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Most-cited papers
Mamba in Speech: Towards an Alternative to Self-Attention
2024 · 6 citations
Explainable Disentanglement on Discrete Speech Representations for Noise-Robust ASR
2025 · 1 citations
Enhance Language Identification using Dual-mode Model with Knowledge Distillation
2022 · 1 citations
Reducing Language confusion for Code-switching Speech Recognition with Token-level Language Diarization
2022 · 1 citations
Generative error correction for code-switching speech recognition using large language models
2023 · 1 citations
A Quantitative Approach to Understand Self-Supervised Models as Cross-lingual Feature Extractors
2023 · 1 citations
The WER Trap: Shattering the Illusion of Unified Tokens in Speech Language Models
2026
Language-Aware Distillation for Multilingual Instruction-Following Speech LLMs with ASR-Only Supervision
2026
Improving Code-Switching Speech Recognition with TTS Data Augmentation
2026
Code-switching Speech Recognition Under the Lens: Model- and Data-Centric Perspectives
2025
Hearing More with Less: Multi-Modal Retrieval-and-Selection Augmented Conversational LLM-Based ASR
2025
Long-Context Modeling Networks for Monaural Speech Enhancement: A Comparative Study
2025
NTU Speechlab LLM-Based Multilingual ASR System for Interspeech MLC-SLM Challenge 2025
2025
Bi-directional Context-Enhanced Speech Large Language Models for Multilingual Conversational ASR
2025
Impact of Frame Rates on Speech Tokenizer: A Case Study on Mandarin and English
2025
Top co-authors
Xiangyu Zhang
· 10
Eng Siong Chng
· 6
Haoyang Zhang
· 4
Sanjeev Khudanpur
· 4
Yuchen Hu
· 4
Andy W. H. Khong
· 3
Haizhou Li
· 3
Lei Xie
· 3
Shreyas Gopal
· 3
Ashutosh Anshul
· 2
Chen Chen
· 2
Haoyang Li
· 2
Topics
Speech Recognition
Audio Understanding
Speech Translation
eess.AS
Text-to-Speech
Speech Enhancement
cs.CL
Speaker Analysis
cs.AI
cs.SD