Muhammad Huzaifah

According to our database, Muhammad Huzaifah authored at least 19 papers between 2017 and 2026.

Collaborative distances:

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

2026

Bridging Linguistic Gaps: Cross-Lingual Mapping in Pre-Training and Dataset for Enhanced Multilingual LLM Performance.

Weihua Zheng, Chang Liu, Zhengyuan Liu, Xin Huang, Kui Wu, Muhammad Huzaifah bin Md Shahrin, AiTi Aw, Roy Ka-Wei Lee

CoRR, April, 2026

Unlocking Cognitive Capabilities and Analyzing the Perception-Logic Trade-off.

Longyin Zhang, Shuo Sun, Yingxu He, Won Cheng Yi Lewis, Muhammad Huzaifah bin Md Shahrin, Hardik B. Sailor, Jeremy Heng Meng Wong, Tarun Kumar Vangani, Yi Ma, Qiongqiong Wang, Minh Duc Pham, Ridong Jiang, Jingtao Li, Jingyi Liao, Zhuohan Liu, Yanfeng Lu, Manas Gupta, Ai Ti Aw

CoRR, February, 2026

2025

MERaLiON-SER: Robust Speech Emotion Recognition Model for English and SEA Languages.

Hardik B. Sailor, Ai Ti Aw, Nancy F. Chen, Ying Lay Chiu, Yang Ding, Yingxu He, Ridong Jiang, Jingtao Li, Jingyi Liao, Zhuohan Liu, Yanfeng Lu, Yi Ma, Manas Gupta, Muhammad Huzaifah bin Md Shahrin, Nabilah Binte Md Johan, Nattadaporn Lertcheva, Chunlei Pan, Minh Duc Pham, Siti Maryam Binte Ahmad Subaidi, Siti Umairah Binte Mohammad Salleh, Shuo Sun, Tarun Kumar Vangani, Qiongqiong Wang, Won Cheng Yi Lewis, Jeremy Heng Meng Wong, Jinyang Wu, Huayun Zhang, Longyin Zhang, Xunlong Zou

CoRR, November, 2025

Incorporating Contextual Paralinguistic Understanding in Large Speech-Language Models.

Qiongqiong Wang, Hardik B. Sailor, Jeremy H. M. Wong, Tianchi Liu, Shuo Sun, Wenyu Zhang, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw

CoRR, August, 2025

Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data.

Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Wenyu Zhang, Muhammad Huzaifah, Nattadaporn Lertcheva, Shuo Sun, Nancy F. Chen, Jinyang Wu, AiTi Aw

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Diversity and complementarity of speech encoders across diverse tasks in a multi-modal large language model.

Jeremy H. M. Wong, Muhammad Huzaifah, Hardik B. Sailor, Shuo Sun, Kye Min Tan, Bin Wang, Qiongqiong Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, Ai Ti Aw

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2025

Speech in-context learning of paralinguistic tasks.

Jeremy H. M. Wong, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2025

Incorporating Contextual Paralinguistic Understanding in Large Speech-Language Models.

Qiongqiong Wang, Hardik Bhupendra Sailor, Jeremy H. M. Wong, Tianchi Liu, Shuo Sun, Wenyu Zhang, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2025

2024

MERaLiON-SpeechEncoder: Towards a Speech Foundation Model for Singapore and Beyond.

Muhammad Huzaifah, Geyu Lin, Tianchi Liu, Hardik B. Sailor, Kye Min Tan, Tarun Kumar Vangani, Qiongqiong Wang, Jeremy H. M. Wong, Nancy F. Chen, Ai Ti Aw

CoRR, 2024

Evaluating Code-Switching Translation with Large Language Models.

Muhammad Huzaifah, Weihua Zheng, Nattapol Chanpaisit, Kui Wu

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

I2R's End-to-End Speech Translation System for IWSLT 2023 Offline Shared Task.

Muhammad Huzaifah, Kye Min Tan, Richeng Duan

Proceedings of the 20th International Conference on Spoken Language Translation, 2023

2022

Analysis of Joint Speech-Text Embeddings for Semantic Matching.

Muhammad Huzaifah, Ivan Kukanov

CoRR, 2022

An Analysis of Semantically-Aligned Speech-Text Embeddings.

Muhammad Huzaifah, Ivan Kukanov

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

2020

Applying visual domain style transfer and texture synthesis techniques to audio: insights and challenges.

Muhammad Huzaifah bin Md Shahrin, Lonce Wyse

Neural Comput. Appl., 2020

MTCRNN: A multi-scale RNN for directed audio texture synthesis.

Muhammad Huzaifah, Lonce Wyse

CoRR, 2020

Deep generative models for musical audio synthesis.

Muhammad Huzaifah, Lonce Wyse

CoRR, 2020

Deep learning models for generating audio textures.

Lonce Wyse, Muhammad Huzaifah

Proceedings of the Joint Conference on AI Music Creativity (AIMC 2020), 2020

2019

Conditioning a Recurrent Neural Network to synthesize musical instrument transients.

Lonce Wyse, Muhammad Huzaifah

CoRR, 2019

2017

Comparison of Time-Frequency Representations for Environmental Sound Classification using Convolutional Neural Networks.

Muhammad Huzaifah

CoRR, 2017