Title
ValSub: Subsampling Validation Data to Mitigate Forgetting during ASR PersonalizationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Haaris Mehmood Karthikeyan P. Saravanan Pablo Peso Parada David Tuckey Mete Ozay Gil Ho Lee Jungin Lee Seokyeong Jung 218 0 0 12 Mar 2025
Accelerating MoE Model Inference with Expert Sharding Oana Balmau Anne-Marie Kermarrec Rafael Pires André Loureiro Espírito Santo M. Vos Milos Vujasinovic MoE 236 3 0 11 Mar 2025
CUPS: Improving Human Pose-Shape Estimators with Conformalized Deep Uncertainty Harry Zhang Luca Carlone 3DH 323 0 0 11 Dec 2024
Towards Maximum Likelihood Training for Transducer-based Streaming Speech RecognitionIEEE Signal Processing Letters (SPL), 2024 Hyeonseung Lee J. Yoon Sungsoo Kim N. Kim 267 0 0 26 Nov 2024
FedSPD: A Soft-clustering Approach for Personalized Decentralized Federated LearningConference on Uncertainty in Artificial Intelligence (UAI), 2024 I-Cheng Lin Osman Yagan Carlee Joe-Wong FedML 168 5 0 24 Oct 2024
Efficient Long-Form Speech Recognition for General Speech In-Context LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Hao Yen Shaoshi Ling Guoli Ye 147 0 0 29 Sep 2024
Federated Learning of Large ASR Models in the Real World Yonghui Xiao Yuxin Ding Changwan Ryu P. Zadrazil Francoise Beaufays AI4CE 125 0 0 19 Aug 2024
CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators Harry Zhang Luca Carlone 3DH 465 3 0 27 May 2024
Rocket Landing Control with Grid Fins and Path-following using MPC Junhao Yu Jiarun Wei 141 1 0 25 May 2024
Safe Deep Model-Based Reinforcement Learning with Lyapunov Functions Harry Zhang 200 0 0 25 May 2024
Self-Supervised Learning of Dynamic Planar Manipulation of Free-End Cables Jonathan Wang Huang Huang Vincent Lim Harry Zhang Jeffrey Ichnowski Daniel Seita Yunliang Chen Ken Goldberg SSL 282 2 0 15 May 2024
Learning Correspondence for Deformable Objects Priya Sundaresan Aditya Ganapathi Harry Zhang Shivin Devgon 260 2 0 14 May 2024
Theoretical Analysis for Expectation-Maximization-Based Multi-Model 3D Registration David Jin Harry Zhang Kai Chang 184 0 0 14 May 2024
Towards Improving Learning from Demonstration Algorithms via MCMC Methods Carl Qi Edward Sun Harry Zhang OffRL 247 0 0 03 May 2024
WeightedPose: Generalizable Cross-Pose Estimation via Weighted SVD Xuxin Cheng Heng Yu Harry Zhang Wenxing Deng 232 0 0 03 May 2024
Locality enhanced dynamic biasing and sampling strategies for contextual ASRAutomatic Speech Recognition & Understanding (ASRU), 2023 Md. Asif Jalal Pablo Peso Parada George Pavlidis Vasileios Moschopoulos Karthikeyan P. Saravanan ... Jisi Zhang Anastasios Drosou Gil Ho Lee Jungin Lee Seokyeong Jung 200 4 0 23 Jan 2024
The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections through Federated LearningAutomatic Speech Recognition & Understanding (ASRU), 2023 Lillian Zhou Yuxin Ding Mingqing Chen Harry Zhang Rohit Prabhavalkar Dhruv Guliani Giovanni Motta Rajiv Mathews 173 2 0 29 Sep 2023
Wiki-En-ASR-Adapt: Large-scale synthetic dataset for English ASR CustomizationAutomatic Speech Recognition & Understanding (ASRU), 2023 Alexandra Antonova 176 0 0 29 Sep 2023
Improved Factorized Neural Transducer Model For text-only Domain AdaptationInterspeech (Interspeech), 2023 Jing Liu Jianwei Yu Xie Chen 250 2 0 18 Sep 2023
Hybrid Attention-based Encoder-decoder Model for Efficient Language Model AdaptationSpoken Language Technology Workshop (SLT), 2023 Shaoshi Ling Guoli Ye Rui Zhao Yifan Gong VLM 182 2 0 14 Sep 2023
APLA: Additional Perturbation for Latent Noise with Adversarial Training Enables Consistency Yupu Yao Shangqi Deng Zihan Cao Harry Zhang Liang-Jian Deng DiffM 217 15 0 24 Aug 2023
FlowBot++: Learning Generalized Articulated Objects Manipulation via Articulation ProjectionConference on Robot Learning (CoRL), 2023 Harry Zhang Ben Eisner David Held 3DPC 357 43 0 22 Jun 2023
MobileASR: A resource-aware on-device learning framework for user voice personalization applications on mobile phonesInternational Conference on AI-ML-Systems (ICA), 2023 Zitha Sasindran Harsha Yelchuri Pooja S B. Rao Prabhakar Venkata Tamma 158 1 0 15 Jun 2023
SpellMapper: A non-autoregressive neural spellchecker for ASR customization with candidate retrieval based on n-gram mappingsInterspeech (Interspeech), 2023 Alexandra Antonova Evelina Bakhturina Boris Ginsburg KELM 110 8 0 04 Jun 2023
Retraining-free Customized ASR for Enharmonic Words Based on a Named-Entity-Aware Model and Phoneme Similarity EstimationInterspeech (Interspeech), 2023 Yui Sudo K. Hata K. Nakadai 166 5 0 29 May 2023
DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D ClassificationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Sitian Shen Zilin Zhu Linqian Fan Harry Zhang Xinxiao Wu DiffM 310 32 0 25 May 2023
Modeling Spoken Information Queries for Virtual Assistants: Open Problems, Challenges and OpportunitiesAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Christophe Van Gysel 105 5 0 25 Apr 2023
CB-Conformer: Contextual biasing Conformer for biased word recognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Yaoxun Xu Baiji Liu Qiaochu Huang and Xingcheng Song Zhiyong Wu Shiyin Kang Helen Meng 255 18 0 19 Apr 2023
FoundationTTS: Text-to-Speech for ASR Customization with Generative Language Model Rui Xue Yanqing Liu Lei He Xuejiao Tan Linquan Liu Ed Lin Sheng Zhao 250 8 0 06 Mar 2023
Emphasizing Unseen Words: New Vocabulary Acquisition for End-to-End Speech RecognitionNeural Networks (Neural Netw.), 2023 Leyuan Qu C. Weber S. Wermter 136 12 0 20 Feb 2023
Confidence Score Based Speaker Adaptation of Conformer Speech Recognition SystemsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023 Jiajun Deng Xurong Xie Tianzi Wang Mingyu Cui Boyang Xue Zengrui Jin Guinan Li Shujie Hu Xunying Liu 143 7 0 15 Feb 2023
Fast and accurate factorized neural transducer for text adaption of end-to-end speech recognition modelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Rui Zhao Jian Xue P. Parthasarathy Veljko Miljanic Jinyu Li 193 16 0 05 Dec 2022
TAX-Pose: Task-Specific Cross-Pose Estimation for Robot ManipulationConference on Robot Learning (CoRL), 2022 Chuer Pan Brian Okorn Harry Zhang Ben Eisner David Held 375 73 0 17 Nov 2022
A Knowledge Distillation-Based Backdoor Attack in Federated Learning Yifan Wang Wei Fan Keke Yang Naji Alhusaini Jing Li AAML FedML 153 4 0 12 Aug 2022
UserLibri: A Dataset for ASR Personalization Using Only TextInterspeech (Interspeech), 2022 Theresa Breiner Swaroop Indra Ramaswamy Ehsan Variani Shefali Garg Rajiv Mathews K. Sim Kilol Gupta Mingqing Chen Lara McConnaughey 135 17 0 02 Jul 2022
A Simple Baseline for Domain Adaptation in End to End ASR Systems Using Synthetic Data Raviraj Joshi Ashutosh Kumar Singh 175 11 0 22 Jun 2022
FlowBot3D: Learning 3D Articulation Flow to Manipulate Articulated Objects Ben Eisner Harry Zhang David Held 492 119 0 09 May 2022
BERT WEAVER: Using WEight AVERaging to enable lifelong learning for transformer-based models in biomedical semantic search engines Lisa Langnickel Alexander Schulz Barbara Hammer Juliane Fluck CLL MedIm 231 3 0 21 Feb 2022
End-to-end contextual asr based on posterior distribution adaptation for hybrid ctc/attention system Zheng Zhang Pan Zhou 142 7 0 18 Feb 2022
Training end-to-end speech-to-text models on mobile phones S. Zitha Raghavendra Rao Suresh Pooja S B. Rao T. V. Prabhakar 142 1 0 07 Dec 2021
Recent Advances in End-to-End Automatic Speech RecognitionAPSIPA Transactions on Signal and Information Processing (TASIP), 2021 Jinyu Li VLM 378 423 0 02 Nov 2021
Bristle: Decentralized Federated Learning in Byzantine, Non-i.i.d. Environments Joost Verbraeken M. Vos J. Pouwelse 142 4 0 21 Oct 2021
Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition Tsendsuren Munkhdalai K. Sim Angad Chandorkar Fan Gao Mason Chua Trevor Strohman F. Beaufays 186 39 0 05 Oct 2021
Factorized Neural Transducer for Efficient Language Model AdaptationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Xie Chen Zhong Meng S. Parthasarathy Jinyu Li 400 44 0 27 Sep 2021
Efficient Federated Meta-Learning over Multi-Access Wireless NetworksIEEE Journal on Selected Areas in Communications (JSAC), 2021 Sheng Yue Ju Ren Jiang Xin Deyu Zhang Yaoxue Zhang W. Zhuang 253 43 0 14 Aug 2021
The History of Speech Recognition to the Year 2030 Awni Y. Hannun AI4TS 205 24 0 30 Jul 2021
On-Device Personalization of Automatic Speech Recognition Models for Disordered Speech Katrin Tomanek Franccoise Beaufays Julie Cattiau Angad Chandorkar K. Sim 160 16 0 18 Jun 2021
Personalization Strategies for End-to-End Speech Recognition SystemsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Aditya Gourav Linda Liu Ankur Gandhe Yile Gu Guitang Lan ... Gautam Tiwari Denis Filimonov Ariya Rastrow A. Stolcke I. Bulyko 122 42 0 15 Feb 2021
Tiny Transducer: A Highly-efficient Speech Recognition Model on Edge DevicesIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Yuekai Zhang Sining Sun Long Ma 183 34 0 18 Jan 2021
Using Synthetic Audio to Improve The Recognition of Out-Of-Vocabulary Words in End-To-End ASR SystemsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Xianrui Zheng Yulan Liu Deniz Gunceler D. Willett 216 87 0 23 Nov 2020