YG

Yile Gu

0000-0003-3662-5056

eess.AScs.CLcs.SDcs.AIcs.LGcs.NEcs.DCcs.IRcs.MAModels, Theoretical

On Valency

published · living versions

Can We Read the Mind of an Audio LLM? A Verbalizable, Multilingual Middle-Layer Workspace

with Jiajun Fan, Jingyuan Li, Prashanth Gurunath Shivakumar, Qi Luo +6

1 version

W_ffymxq8fv1 · current

Preprints & journals

22 papers in the corpus · 2014–2026

Can We Read the Mind of an Audio LLM? A Verbalizable, Multilingual Middle-Layer Workspace

Jiajun Fan, Jingyuan Li, Prashanth Gurunath Shivakumar et al.

0 citations

2608.24958v12026arXiv

Group Relative Policy Optimization for Speech Recognition

Prashanth Gurunath Shivakumar, Yile Gu, Ankur Gandhe et al.

0 citations

2509.01939v12025arXiv

Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs

Kan Zhu, Tian Tang, Qinyu Xu et al.

0 citations

2502.12216v12025arXiv

Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models

Yile Gu, Yifan Xiong, Jonathan Mace et al.

5 citations

2501.14170v12025arXiv

Align-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback

Guan-Ting Lin, Prashanth Gurunath Shivakumar, Aditya Gourav et al.

8 citations

2411.01834v22024arXiv

Multi-Modal Retrieval For Large Language Model Based Speech Recognition

Jari Kolehmainen, Aditya Gourav, Prashanth Gurunath Shivakumar et al.

2 citations

2406.09618v12024arXiv

Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks

Kevin Everson, Yile Gu, Huck Yang et al.

8 citations

2401.02921v12024arXiv

Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue

Guan-Ting Lin, Prashanth Gurunath Shivakumar, Ankur Gandhe et al.

13 citations

2312.15316v22023arXiv

Discriminative Speech Recognition Rescoring with Pre-trained Language Models

Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu et al.

1 citation

2310.06248v12023arXiv

Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting

Chao-Han Huck Yang, Yile Gu, Yi-Chieh Liu et al.

58 citations

2309.15649v22023Proc. IEEE ASRU Workshop, Dec. 2023

Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition

Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen et al.

46 citations

2309.15223v22023Proc. IEEE ASRU Workshop, Dec. 2023

Personalization for BERT-based Discriminative Speech Recognition Rescoring

Jari Kolehmainen, Yile Gu, Aditya Gourav et al.

4 citations

2307.06832v12023arXiv

Scaling Laws for Discriminative Speech Recognition Rescoring Models

Yile Gu, Prashanth Gurunath Shivakumar, Jari Kolehmainen et al.

5 citations

2306.15815v12023arXiv

Distillation Strategies for Discriminative Speech Recognition Rescoring

Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu et al.

3 citations

2306.09452v12023arXiv

Mitigating Closed-model Adversarial Examples with Bayesian Neural Modeling for Enhanced End-to-End Speech Recognition

Chao-Han Huck Yang, Zeeshan Ahmed, Yile Gu et al.

4 citations

2202.08532v12022arXiv

RescoreBERT: Discriminative Speech Recognition Rescoring with BERT

Liyan Xu, Yile Gu, Jari Kolehmainen et al.

37 citations

2202.01094v32022Proc. IEEE ICASSP, May 2022, pp. 6617-6121

Personalization Strategies for End-to-End Speech Recognition Systems

Aditya Gourav, Linda Liu, Ankur Gandhe et al.

26 citations

2102.07739v12021arXiv

Domain-aware Neural Language Models for Speech Recognition

Linda Liu, Yile Gu, Aditya Gourav et al.

18 citations

2101.03229v22021arXiv

Improving accuracy of rare words for RNN-Transducer through unigram shallow fusion

Vijay Ravi, Yile Gu, Ankur Gandhe et al.

7 citations

2012.00133v12020arXiv

Multi-task Language Modeling for Improving Speech Recognition of Rare Words

Chao-Han Huck Yang, Linda Liu, Ankur Gandhe et al.

17 citations

2011.11715v42020arXiv

Effects of Polarization on Particle-Laden Flows.

Kolehmainen, Jari, Ozel, Ali, Gu, Yile et al.

26 citations

302961642018Physical review letters. 2018;121(12):124503

Rheology of cohesive granular materials across multiple dense-flow regimes.

Gu, Yile, Chialvo, Sebastian, Sundaresan, Sankaran

58 citations

253144362015Physical review. E, Statistical, nonlinear, and soft matter physics. 2014;90(3):032206

Career total: 35 works. 22 are in this corpus.

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