In-Context Learning Boosts Speech Recognition via Human-like Adaptation to Speakers and Language Varieties

In-Context Learning Boosts Speech Recognition via Human-like Adaptation to Speakers and Language Varieties

20 May 2025

Kim Tien Nguyen

Author Contacts:

nroll@stanford.edu

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Papers citing "In-Context Learning Boosts Speech Recognition via Human-like Adaptation to Speakers and Language Varieties"

15 / 15 papers shown

Title
On The Landscape of Spoken Language Models: A Comprehensive Survey Siddhant Arora Kai-Wei Chang Chung-Ming Chien Yifan Peng Haibin Wu Yossi Adi Emmanuel Dupoux Hung-yi Lee Karen Livescu Shinji Watanabe 129 14 0 11 Apr 2025
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs Abdelrahman Abouelenin Atabak Ashfaq Adam Atkinson Hany Awadalla Nguyen Bach ... Ishmam Zabir Yunan Zhang Li Zhang Yanzhe Zhang Xiren Zhou MoE SyDa 102 59 0 03 Mar 2025
PolyPrompt: Automating Knowledge Extraction from Multilingual Language Models with Dynamic Prompt Generation Nathan Roll 134 1 0 27 Feb 2025
Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models Yunfei Chu Jin Xu Xiaohuan Zhou Qian Yang Shiliang Zhang Zhijie Yan Chang Zhou Jingren Zhou AuLLM 100 340 0 14 Nov 2023
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation Zhehuai Chen He Huang A. Andrusenko Oleksii Hrinchuk Krishna C. Puvvada Jason Chun Lok Li Subhankar Ghosh Jagadeesh Balam Boris Ginsburg LRM 68 58 0 13 Oct 2023
Can Whisper perform speech-based in-context learning? Siyin Wang Chao-Han Huck Yang Ji Wu Chao Zhang 83 28 0 13 Sep 2023
End-to-End Speech Recognition: A Survey Rohit Prabhavalkar Takaaki Hori Tara N. Sainath Ralf Schluter Shinji Watanabe VLM 60 164 0 03 Mar 2023
Adapting Multilingual Speech Representation Model for a New, Underresourced Language through Multilingual Fine-tuning and Continued Pretraining Karol Nowakowski M. Ptaszynski Kyoko Murasaki Jagna Nieuwazny 47 26 0 18 Jan 2023
Robust Speech Recognition via Large-Scale Weak Supervision Alec Radford Jong Wook Kim Tao Xu Greg Brockman C. McLeavey Ilya Sutskever OffRL 191 3,684 0 06 Dec 2022
Representative Subset Selection for Efficient Fine-Tuning in Self-Supervised Speech Recognition Abdul Hameed Azeemi I. Qazi Agha Ali Raza 98 2 0 18 Mar 2022
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 180 2,966 0 14 Jun 2021
Lightweight Adapter Tuning for Multilingual Speech Translation Hang Le J. Pino Changhan Wang Jiatao Gu D. Schwab Laurent Besacier 98 90 0 02 Jun 2021
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 285 5,801 0 20 Jun 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 223 3,139 0 16 May 2020
Learning to adapt: a meta-learning approach for speaker adaptation Ondˇrej Klejch Joachim Fainberg P. Bell 47 31 0 30 Aug 2018