Muhammad Huzaifah

17 papers C 3Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data.
EMNLP (Findings)
Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Wenyu Zhang, Muhammad Huzaifah, Nattadaporn Lertcheva, Shuo Sun, Nancy F. Chen, Jinyang Wu, AiTi Aw
2025 J jnl
Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data.
CoRR
Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Wenyu Zhang, Muhammad Huzaifah, Nattadaporn Lertcheva, Shuo Sun, Nancy F. Chen, Jinyang Wu, AiTi Aw
2025 C conf
Diversity and complementarity of speech encoders across diverse tasks in a multi-modal large language model.
ASRU
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
2025 C conf
Incorporating Contextual Paralinguistic Understanding in Large Speech-Language Models.
ASRU
Qiongqiong Wang, Hardik Bhupendra Sailor, Jeremy H. M. Wong, Tianchi Liu, Shuo Sun, Wenyu Zhang, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw
2025 J jnl
Incorporating Contextual Paralinguistic Understanding in Large Speech-Language Models.
CoRR
Qiongqiong Wang, Hardik B. Sailor, Jeremy H. M. Wong, Tianchi Liu, Shuo Sun, Wenyu Zhang, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw
2025 C conf
Speech in-context learning of paralinguistic tasks.
ASRU
Jeremy H. M. Wong, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw
2024 — conf
Evaluating Code-Switching Translation with Large Language Models.
LREC/COLING
Muhammad Huzaifah, Weihua Zheng, Nattapol Chanpaisit, Kui Wu
2024 J jnl
MERaLiON-SpeechEncoder: Towards a Speech Foundation Model for Singapore and Beyond.
CoRR
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
2023 — conf
I2R's End-to-End Speech Translation System for IWSLT 2023 Offline Shared Task.
IWSLT@ACL
Muhammad Huzaifah, Kye Min Tan, Richeng Duan
2022 — conf
An Analysis of Semantically-Aligned Speech-Text Embeddings.
SLT
Muhammad Huzaifah, Ivan Kukanov
2022 J jnl
Analysis of Joint Speech-Text Embeddings for Semantic Matching.
CoRR
Muhammad Huzaifah, Ivan Kukanov
2020 J jnl
Deep generative models for musical audio synthesis.
CoRR
Muhammad Huzaifah, Lonce Wyse
2020 — conf
Deep learning models for generating audio textures.
AIMC
Lonce Wyse, Muhammad Huzaifah
2020 J jnl
MTCRNN: A multi-scale RNN for directed audio texture synthesis.
CoRR
Muhammad Huzaifah, Lonce Wyse
2019 J jnl
Applying Visual Domain Style Transfer and Texture Synthesis Techniques to Audio - Insights and Challenges.
CoRR
Muhammad Huzaifah, Lonce Wyse
2019 J jnl
Conditioning a Recurrent Neural Network to synthesize musical instrument transients.
CoRR
Lonce Wyse, Muhammad Huzaifah
2017 J jnl
Comparison of Time-Frequency Representations for Environmental Sound Classification using Convolutional Neural Networks.
CoRR
Muhammad Huzaifah