Yaqian Zhou
Yaqian Zhou has 2 papers in our library, in 2023, most of them on Language models & pretraining, Dialogue systems, Speech & spoken language; often with Dong Zhang, Shimin Li, Xin Zhang.
OpenAlex · h-index 15 · 67 works · 895 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 265 citations in our library · 1 more in our library without a page yet · ⭐ Paper Star rank #3244
Affiliations
🎓Fudan UniversityShanghai ·
China2003–2025 · 40 papers🎓University of Science and Technology BeijingBeijing ·
China2022–2023 · 3 papers🎓Wuhan University of TechnologyWuhan ·
China2020–2023 · 2 papers
Topics
Language models & pretraining (2) Dialogue systems (1) Speech & spoken language (1) Tokenization & segmentation (1)
Works by year
2020s
Papers
- SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities (2023 · 346 citations)
Most systems that let large language models talk chain separate ASR and TTS modules around a text LLM. This design keeps the LLM's knowledge from reaching the speech modality, discards cues such as emotion and prosody, and lets errors pile up between stages. SpeechGPT addresses this by converting speech into discrete… - SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models (2023 · 51 citations)
Speech large language models rely on discrete tokens of two kinds. Semantic tokens, such as k-means units from HuBERT, follow linguistic content but discard voice traits. Acoustic tokens from neural codecs like EnCodec retain audio detail but correspond poorly to text. The authors first build SLMTokBench, a benchmark…
Also in our library
Co-authors here
- Dong Zhang ×2
- Shimin Li ×2
- Xin Zhang ×2
- Xipeng Qiu ×2
- Jun Zhan
Cited by
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