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20242026
most citedMaking Flow-Matching-Based Zero-Shot Text-to-Speech Laugh as You Like

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cs.SD2025

FlexiCodec: A Dynamic Neural Audio Codec for Low Frame Rates

Jiaqi Li, Yao Qian, Yuxuan Hu +7

Neural audio codecs are foundational to speech language models. It is expected to have a low frame rate and decoupled semantic and acoustic information. A lower frame rate codec ca…

eess.AS2025

Towards Efficient Speech-Text Jointly Decoding within One Speech Language Model

Haibin Wu, Yuxuan Hu, Ruchao Fan +8

Speech language models (Speech LMs) enable end-to-end speech-text modeling within a single model, offering a promising direction for spoken dialogue systems. The choice of speech-t…

eess.AS2025

SLM-S2ST: A multimodal language model for direct speech-to-speech translation

Yuxuan Hu, Haibin Wu, Ruchao Fan +4

Speech-aware language models (LMs) have demonstrated capabilities in understanding spoken language while generating text-based responses. However, enabling them to produce speech o…

cs.SD2025

CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching

Leying Zhang, Yao Qian, Xiaofei Wang +8

Generating natural-sounding, multi-speaker dialogue is crucial for applications such as podcast creation, virtual agents, and multimedia content generation. However, existing syste…

cs.SD2025

Streaming Speaker Change Detection and Gender Classification for Transducer-Based Multi-Talker Speech Translation

Peidong Wang, Naoyuki Kanda, Jian Xue +7

Streaming multi-talker speech translation is a task that involves not only generating accurate and fluent translations with low latency but also recognizing when a speaker change o…