Author

Liu-Meng Xue

3 papers indexed here

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Review Sep 2026

Summary of the ChinaVoices Challenge 2026: Data, Tasks, Baseline, and Methods

This paper summarizes the ChinaVoices Challenge 2026, which aims to establish unified task definitions and evaluation conditions for Chinese dialect speech processing and to advance multi-dialect identification and automatic speech recognition. The challenge covers 16 dialect categories and defines two tasks: Chinese M...

Yu-Jie Liao, Bing-Shen Mu, Shui-Yuan Wang et al. · 0 citations

Preprint Sep 2026

Bridging Data, Reasoning, and Alignment: A Unified Framework for Context-Aware Instruction-Following TTS

The ISCSLP 2026 CoT-TTS Challenge requires TTS systems to generate Chain-of-Thought (CoT) reasoning from dialogue history before synthesizing contextually appropriate speech. While the official baseline establishes a unified architecture, it remains constrained by limited contextual comprehension, weak instruction fide...

Jing-Bin Hu, Lu-Yu Wang, Wen-Jie Tian et al. · 0 citations

Preprint Aug 2026

The SLT 2026 SmartGlasses Challenge: Benchmarking Egocentric Multi-Talker Speech Recognition and Understanding with Audio-Language Models

Recent advances in large language models (LLMs) and multimodal LLMs (MLLMs) have created new opportunities for wearable speech interfaces, with smart glasses providing an egocentric platform for continuous audio sensing and assistance. However, speech recognition and understanding in this setting remain challenging bec...

Dehui Gao, Zhixian Zhao, Zhennan Lin et al. · 1 citation