Title
Debiasing, calibrating, and improving Semi-supervised Learning performance via simple Ensemble ProjectorIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Khanh-Binh Nguyen 128 7 0 24 Oct 2023
Improved Contextual Recognition In Automatic Speech Recognition Systems By Semantic Lattice Rescoring Ankitha Sudarshan Vinay Samuel Parth Patwa Ibtihel Amara Vasu Sharma 279 3 0 14 Oct 2023
Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 S. Radhakrishnan Chao-Han Huck Yang S. Khan Rohit Kumar N. Kiani D. Gómez-Cabrero Jesper N. Tegnér 322 77 0 10 Oct 2023
FedLPA: One-shot Federated Learning with Layer-Wise Posterior AggregationNeural Information Processing Systems (NeurIPS), 2023 Xiang Liu Liangxi Liu Feiyang Ye Yunheng Shen Xia Li Linshan Jiang Jialin Li 412 13 0 30 Sep 2023
Developing automatic verbatim transcripts for international multilingual meetings: an end-to-end solutionMachine Translation Summit (MT Summit), 2023 Akshat Dewan Michal Ziemski Henri Meylan Lorenzo Concina Bruno Pouliquen 113 1 0 27 Sep 2023
Visual Speech Recognition for Languages with Limited Labeled Data using Automatic Labels from WhisperIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Jeong Hun Yeo Minsu Kim Shinji Watanabe Y. Ro VLM 185 16 0 15 Sep 2023
DiffTalker: Co-driven audio-image diffusion for talking faces via intermediate landmarks Zipeng Qi Xulong Zhang Ning Cheng Jing Xiao Jianzong Wang 187 9 0 14 Sep 2023
PhantomSound: Black-Box, Query-Efficient Audio Adversarial Attack via Split-Second Phoneme InjectionInternational Symposium on Recent Advances in Intrusion Detection (RAID), 2023 Hanqing Guo Guangjing Wang Yuanda Wang Bocheng Chen Qiben Yan Li Xiao AAML 187 12 0 13 Sep 2023
Hybrid ASR for Resource-Constrained Robots: HMM - Deep Learning Fusion Anshul Ranjan Kaushik Jegadeesan 53 0 0 11 Sep 2023
Efficient Emotional Adaptation for Audio-Driven Talking-Head GenerationIEEE International Conference on Computer Vision (ICCV), 2023 Yuan Gan Zongxin Yang Xihang Yue Lingyun Sun Yezhou Yang 199 91 0 10 Sep 2023
ReliTalk: Relightable Talking Portrait Generation from a Single VideoInternational Journal of Computer Vision (IJCV), 2023 Haonan Qiu Zhaoxi Chen Yuming Jiang Hang Zhou Xiangyu Fan Lei Yang Wayne Wu Ziwei Liu DiffM VGen 202 14 0 05 Sep 2023
Homological Convolutional Neural Networks Antonio Briola Yuanrong Wang Silvia Bartolucci T. Aste LMTD 219 7 0 26 Aug 2023
Throughput Maximization of DNN Inference: Batching or Multi-Tenancy? Seyed Morteza Nabavinejad M. Ebrahimi Sherief Reda 154 1 0 26 Aug 2023
Improving Continuous Sign Language Recognition with Cross-Lingual SignsIEEE International Conference on Computer Vision (ICCV), 2023 Fangyun Wei Yutong Chen SLR 172 38 0 21 Aug 2023
Boosting Semi-Supervised Learning by bridging high and low-confidence predictions Khanh-Binh Nguyen Joon-Sung Yang 187 19 0 15 Aug 2023
Cross-Attribute Matrix Factorization Model with Shared User Embedding Wen-Chieh Liang Zeng Fan Youzhi Liang Jianguo Jia 99 3 0 14 Aug 2023
Automated Sizing and Training of Efficient Deep Autoencoders using Second Order Algorithms Kanishka Tyagi Chinmay Rane M. Manry 127 1 0 11 Aug 2023
Speech-Driven 3D Face Animation with Composite and Regional Facial MovementsACM Multimedia (ACM MM), 2023 Haozhe Wu Songtao Zhou Jia Jia Junliang Xing Qi Wen Xiang Wen CVBM 216 21 0 10 Aug 2023
Personalization of Stress Mobile Sensing using Self-Supervised Learning Tanvir Islam Peter Washington 114 7 0 04 Aug 2023
Many-to-Many Spoken Language Translation via Unified Speech and Text Representation Learning with Unit-to-Unit TranslationIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023 Minsu Kim J. Choi Dahun Kim Y. Ro 174 10 0 03 Aug 2023
Mercury: An Automated Remote Side-channel Attack to Nvidia Deep Learning AcceleratorInternational Conference on Field-Programmable Technology (ICFPT), 2023 Xi-ai Yan Xiaoxuan Lou Guowen Xu Han Qiu Shangwei Guo Chip Hong Chang Tianwei Zhang AAML 114 9 0 02 Aug 2023
Inaudible Adversarial Perturbation: Manipulating the Recognition of User Speech in Real TimeNetwork and Distributed System Security Symposium (NDSS), 2023 Xinfeng Li Chen Yan Xuancun Lu Zihan Zeng Xiaoyu Ji Wei Dong AAML 139 15 0 02 Aug 2023
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy J. Marescaux Pietro Mascagni Nassir Navab N. Padoy 615 44 0 27 Jul 2023
Integration of Frame- and Label-synchronous Beam Search for Streaming Encoder-decoder Speech RecognitionInterspeech (Interspeech), 2023 E. Tsunoo Hayato Futami Yosuke Kashiwagi Siddhant Arora Shinji Watanabe 172 4 0 24 Jul 2023
TST: Time-Sparse Transducer for Automatic Speech RecognitionCAAI International Conference on Artificial Intelligence (ICCAI), 2023 Xiaohui Zhang Mangui Liang Zhengkun Tian Jiangyan Yi Jianhua Tao 101 0 0 17 Jul 2023
Ed-Fed: A generic federated learning framework with resource-aware client selection for edge devicesIEEE International Joint Conference on Neural Network (IJCNN), 2023 Zitha Sasindran Harsha Yelchuri T. V. Prabhakar FedML 221 5 0 14 Jul 2023
Can Generative Large Language Models Perform ASR Error Correction? Rao Ma Mengjie Qian Potsawee Manakul Mark Gales Kate Knill AuLLM KELM 246 73 0 09 Jul 2023
Personalized Prediction of Recurrent Stress Events Using Self-Supervised Learning on Multimodal Time-Series Data Tanvir Islam Peter Washington 114 12 0 07 Jul 2023
Boosting Norwegian Automatic Speech RecognitionNordic Conference of Computational Linguistics (NODALIDA), 2023 Javier de la Rosa Rolv-Arild Braaten P. Kummervold Freddy Wetjen Svein Arne Brygfjeld 187 8 0 04 Jul 2023
Beyond Neural-on-Neural Approaches to Speaker Gender ProtectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 L. V. Bemmel Zhuoran Liu Nik Vaessen Martha Larson AAML 93 2 0 30 Jun 2023
SURT 2.0: Advances in Transducer-based Multi-talker Speech RecognitionIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023 Desh Raj Daniel Povey Sanjeev Khudanpur VLM 298 16 0 18 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
DCTX-Conformer: Dynamic context carry-over for low latency unified streaming and non-streaming Conformer ASRInterspeech (Interspeech), 2023 Goeric Huybrechts S. Ronanki Xilai Li H. Nosrati S. Bodapati Katrin Kirchhoff 156 2 0 13 Jun 2023
What Can an Accent Identifier Learn? Probing Phonetic and Prosodic Information in a Wav2vec2-based Accent Identification ModelInterspeech (Interspeech), 2023 Mu Yang R. Shekar Okim Kang John H. L. Hansen 272 24 0 10 Jun 2023
Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based AugmentationInterspeech (Interspeech), 2023 Massa Baali Ibrahim Almakky Shady Shehata Fakhri Karray 167 4 0 07 Jun 2023
End-to-End Learning for Stochastic Optimization: A Bayesian PerspectiveInternational Conference on Machine Learning (ICML), 2023 Yves Rychener Daniel Kuhn Tobias Sutter OOD BDL 131 12 0 07 Jun 2023
Looking and Listening: Audio Guided Text Recognition Wenwen Yu Mingyu Liu Biao Yang Enming Zhang Deqiang Jiang Xing Sun Yuliang Liu Xiang Bai DiffM 131 1 0 06 Jun 2023
Efficient Spoken Language Recognition via Multilabel ClassificationInterspeech (Interspeech), 2023 Oriol Nieto Zeyu Jin Franck Dernoncourt Justin Salamon 93 2 0 02 Jun 2023
Trustworthy Sensor Fusion against Inaudible Command Attacks in Advanced Driver-Assistance SystemIEEE Internet of Things Journal (IEEE IoT J.), 2023 Jiwei Guan Lei Pan Chen Wang Shui Yu Longxiang Gao Xi Zheng AAML 168 5 0 30 May 2023
Downstream Task Agnostic Speech Enhancement with Self-Supervised Representation LossInterspeech (Interspeech), 2023 Hiroshi Sato Ryo Masumura Tsubasa Ochiai Marc Delcroix Takafumi Moriya ... Kentaro Shinayama Saki Mizuno Mana Ihori Tomohiro Tanaka Nobukatsu Hojo 171 7 0 24 May 2023
Wav2SQL: Direct Generalizable Speech-To-SQL ParsingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Huadai Liu Rongjie Huang Jinzheng He Gang Sun Ran Shen Xize Cheng Zhou Zhao 198 5 0 21 May 2023
DoReMi: Optimizing Data Mixtures Speeds Up Language Model PretrainingNeural Information Processing Systems (NeurIPS), 2023 Sang Michael Xie Hieu H. Pham Xuanyi Dong Nan Du Hanxiao Liu Yifeng Lu Abigail Z. Jacobs Quoc V. Le Tengyu Ma Adams Wei Yu MoMe MoE 496 274 0 17 May 2023
Value Iteration Networks with Gated Summarization ModuleIEEE Access (IEEE Access), 2023 Jinyu Cai Jialong Li Mingyue Zhang Kenji Tei 116 3 0 11 May 2023
Quran Recitation Recognition using End-to-End Deep Learning Ahmad Al Harere Khloud Al Jallad 182 13 0 10 May 2023
SoK: Pragmatic Assessment of Machine Learning for Network Intrusion DetectionEuropean Symposium on Security and Privacy (Euro S&P), 2023 Giovanni Apruzzese Pavel Laskov J. Schneider 220 40 0 30 Apr 2023
Enhancing multilingual speech recognition in air traffic control by sentence-level language identificationApplied Acoustics (Appl. Acoust.), 2023 Peng Fan Dongyue Guo Jianwei Zhang Bo Yang Yi Lin 158 9 0 29 Apr 2023
AVFace: Towards Detailed Audio-Visual 4D Face ReconstructionComputer Vision and Pattern Recognition (CVPR), 2023 Aggelina Chatziagapi Dimitris Samaras 3DH CVBM 159 5 0 25 Apr 2023
Dynamic Chunk Convolution for Unified Streaming and Non-Streaming Conformer ASRIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Xilai Li Goeric Huybrechts S. Ronanki Jeffrey J. Farris S. Bodapati 170 13 0 18 Apr 2023
Energy-Efficient GPU Clusters Scheduling for Deep Learning Diandian Gu Xintong Xie Gang Huang Xin Jin Xuanzhe Liu GNN 188 8 0 13 Apr 2023
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASRIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023 Yuchen Hu Cheng Chen Qiu-shi Zhu Eng Siong Chng 285 17 0 11 Apr 2023