Elamur Research⌕
☰
home / authors / Shimin Li

Shimin Li

Shimin Li has 2 papers in our library, in 2023, most of them on Language models & pretraining, Dialogue systems, Speech & spoken language; often with Dong Zhang, Xin Zhang, Xipeng Qiu.

2 papers in our library · 2023

No OpenAlex profile matched yet.

2 works in our library · 198 citations in our library · ⭐ Paper Star rank #3243

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

Topics

 Language models & pretraining2 Dialogue systems1 Speech & spoken language1 Tokenization & segmentation1

Works by year

2020s

20232 papers

Papers

The most cited first (OpenAlex and our library).

  1. 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…
  2. 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…

Co-authors here

5 co-authors with a page, the most papers together first.

Cited by

Papers of our library cite their works 198 times (of the 140,884 papers whose bibliographies we read); 9 citing papers with a page here →.

This page in Markdown → https://md.research.elamur.ai/free/en/authors/shimin-li/