Xinyi Zhang
Xinyi Zhang has 3 papers in our library, in 2021–2024, most of them on Speech & spoken language, English, Language models & pretraining; often with Haejin Cho, Mia Taige Li, Peter Sullivan.
OpenAlex · ORCID · h-index 5 · 30 works · 77 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 119 times in our library · ⭐ Paper Stars ranking: #7480
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksComputer Networks and Communications · 1 workInformation Systems · 1 workArtificial Intelligence · 2 worksArts and Humanities · 1 workPsychology · 1 workExperimental and Cognitive Psychology · 1 workLanguage and Linguistics · 1 workSignal Processing · 1 work
🧭 Topics 4Research subjects and languages the work is about.Efficient models & compression · 1 workLanguage models & pretraining · 1 workEnglish · 2 worksSpeech & spoken language · 2 works
Works by year
2020s
Papers
- Llumnix: Dynamic Scheduling for Large Language Model Serving (2024 · 119 citations)
Requests to a served LLM vary widely in prompt length, output length and latency needs. Neither their run time nor their KV-cache memory growth is known in advance. Dispatching each request once, with policies inherited from classic DNN serving, therefore causes preemptions, queuing delays, memory fragmentation… - Speech Technology for Everyone: Automatic Speech Recognition for Non-Native English with Transfer Learning (2021 · 5 citations)
English speech recognisers do noticeably worse on non-native (L2) speakers. The main causes are first-language pronunciation habits and the small amount of transcribed accented speech. The authors test whether a strong pretrained model can close this gap through modest fine-tuning alone, with no external language… - Speech Technology for Everyone: Automatic Speech Recognition for Non-Native English (2021 · 2 citations)
English speech recognizers work noticeably worse for non-native (L2) speakers, and there is little annotated accented speech to fix this.
Co-authors here
- Haejin Cho ×2
- Mia Taige Li ×2
- Peter Sullivan ×2
- Toshiko Shibano ×2
- Muhammad Abdul-Mageed
- Wei Lin
- Wencong Xiao
- Yong Li
Venues
- International Conference on Natural Language and Speech Processing: International Conference on Natural Language and Speech Processing 2021
- OSDI 2024
Cited by
Updated
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