From the 1 of 26 linked papers with an AI index.
26 papers
AgenticASR: Refining Speech Recognition in Real-World Scenarios via an Agentic Approach
Zixuan Jiang, Binghao Qiang, Jiaying Chi +3
The paper introduces AgenticASR, an architecture that continuously refines speech recognition output to remove disfluencies and preserve speaker intent during live audio streams.
X-Translator: A Real-Time Multilingual Speaker-Aware Speech-to-Speech Translation System
Yuxiang Zhao, Yichi Zhang, Yanjie An +10
Real-time speech-to-speech translation (S2ST) systems must balance translation quality, latency, speech naturalness, and speaker consistency. Publicly documented S2ST systems have…
GigaSpeechBench: A Real-World Multilingual Speech-to-Text Benchmark
Yujie Tu, Yifan Yang, Tianrui Wang +36
While modern ASR systems achieve low error rates on high-resource benchmarks, such performance often overestimates real-world robustness. Existing evaluations address challenges in…
Awakening Dormant Experts:Counterfactual Routing to Mitigate MoE Hallucinations
Wentao Hu, Yanbo Zhai, Xiaohui Hu +6
Sparse Mixture-of-Experts (MoE) models have achieved remarkable scalability, yet they remain vulnerable to hallucinations, particularly when processing long-tail knowledge. We iden…
X-VC: Zero-shot Streaming Voice Conversion in Codec Space
Qixi Zheng, Yuxiang Zhao, Tianrui Wang +7
Zero-shot voice conversion (VC) aims to convert a source utterance into the voice of an unseen target speaker while preserving its linguistic content. Although recent systems have…
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization
Yunchong Xiao, Yuxiang Zhao, Ziyang Ma +4
The growing reliance on large-scale speech data has made privacy protection a critical concern. However, existing anonymization approaches often degrade data utility, for example b…