Chengyi Wang
Chengyi Wang has 3 papers in our library, in 2022–2025, most of them on Language models & pretraining, Speech & spoken language, Reasoning; often with Long Zhou, Shujie Liu, Yu Wu.
OpenAlex · ORCID · h-index 40 · 202 works · 6,272 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 307 times in our library · ⭐ Paper Stars ranking: #3026
Affiliations
Concepts, shelves and topics
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksSignal Processing · 2 worksMedicine · 1 workPhysiology · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksSpeech & spoken language · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers (2023 · 333 citations)
Zero-shot text-to-speech means reproducing a voice the system never saw during training. Earlier approaches relied on speaker adaptation or dedicated speaker encoders. Models trained on small, studio-clean corpora tend to generalize poorly to new speakers. - SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing (2022 · 217 citations)
Most self-supervised speech models learn only from untranscribed audio and pre-train only an encoder. As a result, they ignore text data and leave decoders for generation tasks untrained. SpeechT5, inspired by T5, treats every spoken language task as turning speech or text into speech or text. A single Transformer… - Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning (2025 · 61 citations)
Seed1.5-Thinking is a reasoning model from ByteDance Seed. It works through an extended chain of thought before giving its answer. The authors identify three factors behind strong reasoning models: training data, a stable RL algorithm and scalable RL infrastructure.
Co-authors here
- Long Zhou ×2
- Shujie Liu ×2
- Yu Wu ×2
- Lingjun Liu
- Mingxuan Wang
- Qing Li
- Rui Wang
- Shuo Ren
- Tiantian Fan
- Xin Liu
- Yu Yue
- Yu Zhang
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