SLM: Bridge the Thin Gap Between Speech and Text Foundation Models

Author:

Wang Mingqiu1,Han Wei1,Shafran Izhak1,Wu Zelin1,Chiu Chung-Cheng1,Cao Yuan1,Chen Nanxin1,Zhang Yu1,Soltau Hagen1,Rubenstein Paul K.1,Zilka Lukas1,Yu Dian1,Pundak Golan1,Siddhartha Nikhil1,Schalkwyk Johan1,Wu Yonghui1

Affiliation:

1. Google Deepmind

Publisher

IEEE

Reference40 articles.

1. Gpt-4 technical report,2023

2. Palm 2 technical report;Anil,2023

3. Google usm: Scaling automatic speech recognition beyond 100 languages;Zhang;arXiv,2023

4. Robust speech recognition via large-scale weak supervision;Radford

5. Speechto-text adapter and speech-to-entity retriever augmented llms for speech understanding;Wang;arXiv,2023

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1. Retrieval Augmented End-to-End Spoken Dialog Models;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

2. VioLA: Conditional Language Models for Speech Recognition, Synthesis, and Translation;IEEE/ACM Transactions on Audio, Speech, and Language Processing;2024

3. Tuning Large Language Model for Speech Recognition With Mixed-Scale Re-Tokenization;IEEE Signal Processing Letters;2024

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